Machine Learning (ML)

A Global Strategic Business Report

MCP28081

RESEARCH DASHBOARD

OCT 2025

RELEASE DATE

6948

EXECUTIVE POOL

5850

PRICE

811

EXPERT INPUTS

35

COMPANIES

315

DATA TABLES

380

PAGES

2

EDITION

WHAT'S BEHIND OUR DATA?

140857226

DOMAIN TRANSCRIPTS

6080276

BRANDS TRACKED

1729341

FEATURED COMPANIES

22574

TOPICS COVERED

82719

MARKET SEGMENTS

91

KEY INDUSTRIES

1574

CURATION TEAM

4761909

DECISION MAKERS

EXECUTIVE ENGAGEMENTS BY TIER (55)

3

CXO

5

VICE PRESIDENT

10

DIRECTOR

25

MANAGER

12

MARKETING

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HIGHLIGHTS & REPORT INDEX

Global Machine Learning (ML) Market to Reach US$340.9 Billion by 2030

The global market for Machine Learning (ML) estimated at US$67.1 Billion in the year 2024, is expected to reach US$340.9 Billion by 2030, growing at a CAGR of 31.1% over the analysis period 2024-2030. Services, one of the segments analyzed in the report, is expected to record a 33.5% CAGR and reach US$202.1 Billion by the end of the analysis period. Growth in the Software segment is estimated at 29.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$17.9 Billion While China is Forecast to Grow at 41.6% CAGR

The Machine Learning (ML) market in the U.S. is estimated at US$17.9 Billion in the year 2024. China, the world`s second largest economy, is forecast to reach a projected market size of US$97.8 Billion by the year 2030 trailing a CAGR of 41.6% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 23.9% and 27.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.5% CAGR.

Global Machine Learning (ML) Market - Key Trends & Drivers Summarized

Why Is Machine Learning (ML) Transforming Industries?

Machine Learning (ML) is at the forefront of technological innovation, transforming industries by enabling computers to learn from data and make decisions with minimal human intervention. ML algorithms analyze vast amounts of data to identify patterns, make predictions, and improve over time without being explicitly programmed. This ability to process and analyze complex datasets at scale is driving the adoption of ML across various sectors, from healthcare and finance to retail and manufacturing. In healthcare, ML is being used to diagnose diseases, predict patient outcomes, and personalize treatment plans. In finance, ML powers fraud detection, algorithmic trading, and risk management. Retailers use ML to optimize supply chains, forecast demand, and enhance customer experiences through personalized recommendations. As businesses seek to leverage data to gain a competitive edge, the transformative power of ML is becoming increasingly evident across industries.

How Are Advances in Technology Accelerating Machine Learning?

The rapid advancements in technology are significantly accelerating the capabilities and adoption of Machine Learning. The development of more powerful and efficient processors, particularly GPUs and specialized AI chips, is enabling faster and more efficient training of ML models, allowing for real-time data analysis and decision-making. The rise of cloud computing has also played a crucial role by providing scalable and accessible computing resources that can handle the computational demands of ML algorithms. Furthermore, the integration of big data technologies has expanded the amount of data available for training ML models, improving their accuracy and robustness. The continuous advancements in algorithms and frameworks, such as deep learning and reinforcement learning, are pushing the boundaries of what ML can achieve, enabling more complex and sophisticated applications. These technological innovations are not only enhancing the performance of ML systems but are also making them more accessible to a broader range of industries and businesses.

Which Sectors Are Leading the Adoption of Machine Learning?

The adoption of Machine Learning is being led by sectors that generate and rely on large volumes of data to drive decision-making and innovation. The technology sector is a primary adopter, using ML to power a wide range of applications, from search engines and social media algorithms to cybersecurity and autonomous systems. The healthcare industry is another significant adopter, where ML is being used to analyze medical images, predict disease outbreaks, and develop personalized medicine. The financial services sector is leveraging ML for fraud detection, credit scoring, and automated trading systems. In the retail industry, ML is being used to optimize inventory management, personalize marketing efforts, and enhance customer service. The manufacturing sector is also increasingly adopting ML to improve predictive maintenance, quality control, and supply chain optimization. Across these sectors, the ability of ML to analyze data and automate decision-making processes is driving widespread adoption as businesses seek to enhance efficiency, reduce costs, and innovate.

What Factors Are Driving the Growth of the Machine Learning Market?

The growth in the Machine Learning (ML) market is driven by several factors that reflect the increasing demand for data-driven insights and automation across industries. The exponential growth of data generated by businesses and consumers is a major driver, as ML provides the tools to analyze and make sense of this data, enabling more informed decision-making. The rise of AI and the need for intelligent systems that can automate complex tasks is also fueling the demand for ML solutions. Additionally, the increasing availability of cloud-based ML services and platforms is lowering the barrier to entry for businesses, enabling more organizations to integrate ML into their operations. The continuous advancements in computing power, particularly with the development of AI-specific hardware, are enhancing the performance and efficiency of ML models, driving their adoption in more demanding and real-time applications. Furthermore, the growing emphasis on personalization and customer-centricity in industries such as retail, finance, and healthcare is pushing companies to adopt ML to deliver tailored experiences and services. These factors combined are propelling the ML market towards significant growth as businesses across industries recognize the value of leveraging ML to gain a competitive edge and drive innovation.

SCOPE OF STUDY

The report analyzes the Machine Learning (ML) market by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Services, Software, Hardware); Organization Size (Large Enterprises, SMEs); End-Use (Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use, Manufacturing End-Use, Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses).

Geographic Regions/Countries:

World; USA; Canada; Japan; China; Europe; France; Germany; Italy; UK; Spain; Russia; Rest of Europe; Asia-Pacific; Australia; India; South Korea; Rest of Asia-Pacific; Latin America; Argentina; Brazil; Mexico; Rest of Latin America; Middle East; Iran; Israel; Saudi Arabia; UAE; Rest of Middle East; Africa..

SELECT PLAYERS

Altair Engineering, Inc.; Alteryx, Inc.; Amazon Web Services, Inc.; BigML, Inc.; Cisco Systems, Inc.; Databricks, Inc.; Fair Isaac Corporation; H2O.ai; Iflowsoft Solution, Inc.; Intel Corporation

AI INTEGRATIONS

We’re transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

I. METHODOLOGY

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW

Influencer Market Insights

Tariff Impact on Global Supply Chain Patterns

Global Economic Update

Machine Learning (ML) – Global Key Competitors Percentage Market Share in 2024 (E)

Competitive Market Presence - Strong/Active/Niche/Trivial for 35 Players Worldwide in 2024 (E)

2. FOCUS ON SELECT PLAYERS

3. MARKET TRENDS & DRIVERS

Rapid Expansion of AI and ML Applications Across Various Industries

Impact of Big Data and Data Analytics on ML Model Development

Growing Demand for Edge ML Solutions and Real-Time Data Processing

Influence of Cloud Computing on the Scalability of ML Solutions

Adoption of Automated ML (AutoML) for Streamlined Model Development

Impact of Open Source ML Tools and Frameworks on Market Accessibility

Growing Need for Explainable AI and Transparency in ML Algorithms

Impact of Quantum Computing on the Future of Machine Learning

Opportunities in Vertical-Specific ML Applications (e.g., Healthcare, Finance)

4. GLOBAL MARKET PERSPECTIVE

World Machine Learning (ML) Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030

World Recent Past, Current & Future Analysis for Machine Learning (ML) by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Machine Learning (ML) by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Machine Learning (ML) by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Automotive & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Automotive & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Automotive & Transportation End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Retail End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Agriculture End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Agriculture End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Agriculture End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Advertising & Media End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Advertising & Media End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Advertising & Media End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Manufacturing End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

World Historic Review for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

World 15-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

UNITED STATES

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)

USA Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

USA 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

USA Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

USA 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

USA Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

USA Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

USA 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

CANADA

Canada Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Canada 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Canada Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Canada 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Canada Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Canada Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Canada 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

JAPAN

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)

Japan Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Japan 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Japan Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Japan 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Japan Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Japan Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Japan 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

CHINA

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)

China Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

China 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

China Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

China 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

China Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

China Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

China 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

EUROPE

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)

Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

Europe Historic Review for Machine Learning (ML) by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Europe 15-Year Perspective for Machine Learning (ML) by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030

Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Europe 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Europe 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Europe Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Europe 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

FRANCE

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)

France Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

France 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

France Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

France 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

France Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

France Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

France 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

GERMANY

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)

Germany Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Germany 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Germany Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Germany 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Germany Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Germany Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Germany 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

ITALY

Italy Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Italy 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Italy Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Italy 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Italy Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Italy Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Italy 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

UNITED KINGDOM

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)

UK Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UK 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

UK Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UK 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

UK Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UK Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UK 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

SPAIN

Spain Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Spain Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Spain 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Spain Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Spain Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Spain 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Spain Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Spain Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Spain 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

RUSSIA

Russia Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Russia Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Russia 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Russia Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Russia Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Russia 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Russia Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Russia Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Russia 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

REST OF EUROPE

Rest of Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Europe 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Rest of Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Europe 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Rest of Europe Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Europe Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Europe 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

ASIA-PACIFIC

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)

Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

Asia-Pacific Historic Review for Machine Learning (ML) by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Asia-Pacific 15-Year Perspective for Machine Learning (ML) by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Asia-Pacific 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Asia-Pacific 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Asia-Pacific Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Asia-Pacific 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

AUSTRALIA

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)

Australia Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Australia Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Australia 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Australia Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Australia Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Australia 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Australia Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Australia Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Australia 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

INDIA

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)

India Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

India Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

India 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

India Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

India Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

India 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

India Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

India Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

India 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

SOUTH KOREA

South Korea Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

South Korea Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

South Korea 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

South Korea Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

South Korea Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

South Korea 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

South Korea Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

South Korea Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

South Korea 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

REST OF ASIA-PACIFIC

Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Asia-Pacific Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Asia-Pacific 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Asia-Pacific Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Asia-Pacific 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Rest of Asia-Pacific Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Asia-Pacific Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Asia-Pacific 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

LATIN AMERICA

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)

Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

Latin America Historic Review for Machine Learning (ML) by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Latin America 15-Year Perspective for Machine Learning (ML) by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030

Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Latin America Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Latin America 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Latin America Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Latin America 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Latin America Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Latin America 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

ARGENTINA

Argentina Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Argentina Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Argentina 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Argentina Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Argentina Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Argentina 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Argentina Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Argentina Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Argentina 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

BRAZIL

Brazil Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Brazil Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Brazil 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Brazil Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Brazil Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Brazil 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Brazil Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Brazil Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Brazil 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

MEXICO

Mexico Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Mexico Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Mexico 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Mexico Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Mexico Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Mexico 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Mexico Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Mexico Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Mexico 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

REST OF LATIN AMERICA

Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Latin America Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Latin America 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Latin America Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Latin America 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Rest of Latin America Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Latin America Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Latin America 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

MIDDLE EAST

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)

Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR

Middle East Historic Review for Machine Learning (ML) by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Middle East 15-Year Perspective for Machine Learning (ML) by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030

Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Middle East Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Middle East 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Middle East Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Middle East 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Middle East Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Middle East 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

IRAN

Iran Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Iran Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Iran 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Iran Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Iran Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Iran 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Iran Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Iran Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Iran 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

ISRAEL

Israel Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Israel Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Israel 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Israel Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Israel Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Israel 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Israel Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Israel Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Israel 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

SAUDI ARABIA

Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Saudi Arabia Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Saudi Arabia 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Saudi Arabia Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Saudi Arabia 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Saudi Arabia Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Saudi Arabia Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Saudi Arabia 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

UNITED ARAB EMIRATES

UAE Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UAE Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UAE 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

UAE Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UAE Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UAE 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

UAE Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

UAE Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

UAE 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

REST OF MIDDLE EAST

Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Middle East Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Middle East 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Middle East Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Middle East 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Rest of Middle East Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Rest of Middle East Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Rest of Middle East 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

AFRICA

Machine Learning (ML) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)

Africa Recent Past, Current & Future Analysis for Machine Learning (ML) by Component - Services, Software and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Africa Historic Review for Machine Learning (ML) by Component - Services, Software and Hardware Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Africa 15-Year Perspective for Machine Learning (ML) by Component - Percentage Breakdown of Value Sales for Services, Software and Hardware for the Years 2015, 2025 & 2030

Africa Recent Past, Current & Future Analysis for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Africa Historic Review for Machine Learning (ML) by End-Use - Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Africa 15-Year Perspective for Machine Learning (ML) by End-Use - Percentage Breakdown of Value Sales for Automotive & Transportation End-Use, Retail End-Use, Agriculture End-Use, Other End-Uses, Advertising & Media End-Use, BFSI End-Use, Healthcare End-Use and Manufacturing End-Use for the Years 2015, 2025 & 2030

Africa Recent Past, Current & Future Analysis for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR

Africa Historic Review for Machine Learning (ML) by Organization Size - Large Enterprises and SMEs Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR

Africa 15-Year Perspective for Machine Learning (ML) by Organization Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2015, 2025 & 2030

COMPETITIVE METRICS

COMPETITORS (ALPHABETICAL)	% VALIDATED RESEARCH *
Accenture Espana	%
Accenture Italia	%
Alteryx, Inc.	%
Amazon Web Services, Inc. (AWS)	%
Applied Materials, Inc.	%
Arm Ltd.	%
BigML, Inc.	%
Carl Zeiss AG (ZEISS Group)	%
Cisco Systems, Inc.	%
Databricks, Inc.	%

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