The global Machine Learning Tools market size is predicted to grow from US$ million in 2025 to US$ million in 2031; it is expected to grow at a CAGR of %from 2025 to 2031.
Machine learning tools are algorithmic applications of artificial intelligence that give systems the ability to learn and improve without ample human input; similar concepts are data mining and predictive modeling. They allow software to become more accurate in predicting outcomes without being explicitly programmed. The idea is that a model or algorithm is used to get data from the world, and that data is fed back into the model so that it improves over time. It鈥檚 called听machine learning听because the model 鈥渓earns鈥� as it is fed more and more data.
United States market for Machine Learning Tools is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
China market for Machine Learning Tools is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Europe market for Machine Learning Tools is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Global key Machine Learning Tools players cover Microsoft, IBM, Google, RStudio, Amazon, etc. In terms of revenue, the global two largest companies occupied for a share nearly % in 2024.
The 鈥淢achine Learning Tools Industry Forecast鈥� looks at past sales and reviews total world Machine Learning Tools sales in 2024, providing a comprehensive analysis by region and market sector of projected Machine Learning Tools sales for 2025 through 2031. With Machine Learning Tools sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world Machine Learning Tools industry.
This Insight Report provides a comprehensive analysis of the global Machine Learning Tools landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyses the strategies of leading global companies with a focus on Machine Learning Tools portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms鈥� unique position in an accelerating global Machine Learning Tools market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for Machine Learning Tools and breaks down the forecast by Type, by Application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global Machine Learning Tools.
This report presents a comprehensive overview, market shares, and growth opportunities of Machine Learning Tools market by product type, application, key players and key regions and countries.
Segmentation by Type:
On-Premise
Cloud-Based
Segmentation by Application:
Manufacturing
Retail
Agriculture
Healthcare
This report also splits the market by region:
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The below companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, its market penetration.
Microsoft
IBM
Google
RStudio
Amazon
Oracle
Meta Platforms
Kira
Databricks
DataRobot
OpenText
Scikit-learn
Catalyst
XGBoost
LightGBM
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Machine Learning Tools Market Size (2020-2031)
2.1.2 Machine Learning Tools Market Size CAGR by Region (2020 VS 2024 VS 2031)
2.1.3 World Current & Future Analysis for Machine Learning Tools by Country/Region (2020, 2024 & 2031)
2.2 Machine Learning Tools Segment by Type
2.2.1 On-Premise
2.2.2 Cloud-Based
2.3 Machine Learning Tools Market Size by Type
2.3.1 Machine Learning Tools Market Size CAGR by Type (2020 VS 2024 VS 2031)
2.3.2 Global Machine Learning Tools Market Size Market Share by Type (2020-2025)
2.4 Machine Learning Tools Segment by Application
2.4.1 Manufacturing
2.4.2 Retail
2.4.3 Agriculture
2.4.4 Healthcare
2.5 Machine Learning Tools Market Size by Application
2.5.1 Machine Learning Tools Market Size CAGR by Application (2020 VS 2024 VS 2031)
2.5.2 Global Machine Learning Tools Market Size Market Share by Application (2020-2025)
3 Machine Learning Tools Market Size by Player
3.1 Machine Learning Tools Market Size Market Share by Player
3.1.1 Global Machine Learning Tools Revenue by Player (2020-2025)
3.1.2 Global Machine Learning Tools Revenue Market Share by Player (2020-2025)
3.2 Global Machine Learning Tools Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Machine Learning Tools by Region
4.1 Machine Learning Tools Market Size by Region (2020-2025)
4.2 Global Machine Learning Tools Annual Revenue by Country/Region (2020-2025)
4.3 Americas Machine Learning Tools Market Size Growth (2020-2025)
4.4 APAC Machine Learning Tools Market Size Growth (2020-2025)
4.5 Europe Machine Learning Tools Market Size Growth (2020-2025)
4.6 Middle East & Africa Machine Learning Tools Market Size Growth (2020-2025)
5 Americas
5.1 Americas Machine Learning Tools Market Size by Country (2020-2025)
5.2 Americas Machine Learning Tools Market Size by Type (2020-2025)
5.3 Americas Machine Learning Tools Market Size by Application (2020-2025)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Machine Learning Tools Market Size by Region (2020-2025)
6.2 APAC Machine Learning Tools Market Size by Type (2020-2025)
6.3 APAC Machine Learning Tools Market Size by Application (2020-2025)
6.4 China
6.5 Japan
6.6 South Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Machine Learning Tools Market Size by Country (2020-2025)
7.2 Europe Machine Learning Tools Market Size by Type (2020-2025)
7.3 Europe Machine Learning Tools Market Size by Application (2020-2025)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Machine Learning Tools by Region (2020-2025)
8.2 Middle East & Africa Machine Learning Tools Market Size by Type (2020-2025)
8.3 Middle East & Africa Machine Learning Tools Market Size by Application (2020-2025)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Machine Learning Tools Market Forecast
10.1 Global Machine Learning Tools Forecast by Region (2026-2031)
10.1.1 Global Machine Learning Tools Forecast by Region (2026-2031)
10.1.2 Americas Machine Learning Tools Forecast
10.1.3 APAC Machine Learning Tools Forecast
10.1.4 Europe Machine Learning Tools Forecast
10.1.5 Middle East & Africa Machine Learning Tools Forecast
10.2 Americas Machine Learning Tools Forecast by Country (2026-2031)
10.2.1 United States Market Machine Learning Tools Forecast
10.2.2 Canada Market Machine Learning Tools Forecast
10.2.3 Mexico Market Machine Learning Tools Forecast
10.2.4 Brazil Market Machine Learning Tools Forecast
10.3 APAC Machine Learning Tools Forecast by Region (2026-2031)
10.3.1 China Machine Learning Tools Market Forecast
10.3.2 Japan Market Machine Learning Tools Forecast
10.3.3 Korea Market Machine Learning Tools Forecast
10.3.4 Southeast Asia Market Machine Learning Tools Forecast
10.3.5 India Market Machine Learning Tools Forecast
10.3.6 Australia Market Machine Learning Tools Forecast
10.4 Europe Machine Learning Tools Forecast by Country (2026-2031)
10.4.1 Germany Market Machine Learning Tools Forecast
10.4.2 France Market Machine Learning Tools Forecast
10.4.3 UK Market Machine Learning Tools Forecast
10.4.4 Italy Market Machine Learning Tools Forecast
10.4.5 Russia Market Machine Learning Tools Forecast
10.5 Middle East & Africa Machine Learning Tools Forecast by Region (2026-2031)
10.5.1 Egypt Market Machine Learning Tools Forecast
10.5.2 South Africa Market Machine Learning Tools Forecast
10.5.3 Israel Market Machine Learning Tools Forecast
10.5.4 Turkey Market Machine Learning Tools Forecast
10.6 Global Machine Learning Tools Forecast by Type (2026-2031)
10.7 Global Machine Learning Tools Forecast by Application (2026-2031)
10.7.1 GCC Countries Market Machine Learning Tools Forecast
11 Key Players Analysis
11.1 Microsoft
11.1.1 Microsoft Company Information
11.1.2 Microsoft Machine Learning Tools Product Offered
11.1.3 Microsoft Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.1.4 Microsoft Main Business Overview
11.1.5 Microsoft Latest Developments
11.2 IBM
11.2.1 IBM Company Information
11.2.2 IBM Machine Learning Tools Product Offered
11.2.3 IBM Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.2.4 IBM Main Business Overview
11.2.5 IBM Latest Developments
11.3 Google
11.3.1 Google Company Information
11.3.2 Google Machine Learning Tools Product Offered
11.3.3 Google Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.3.4 Google Main Business Overview
11.3.5 Google Latest Developments
11.4 RStudio
11.4.1 RStudio Company Information
11.4.2 RStudio Machine Learning Tools Product Offered
11.4.3 RStudio Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.4.4 RStudio Main Business Overview
11.4.5 RStudio Latest Developments
11.5 Amazon
11.5.1 Amazon Company Information
11.5.2 Amazon Machine Learning Tools Product Offered
11.5.3 Amazon Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.5.4 Amazon Main Business Overview
11.5.5 Amazon Latest Developments
11.6 Oracle
11.6.1 Oracle Company Information
11.6.2 Oracle Machine Learning Tools Product Offered
11.6.3 Oracle Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.6.4 Oracle Main Business Overview
11.6.5 Oracle Latest Developments
11.7 Meta Platforms
11.7.1 Meta Platforms Company Information
11.7.2 Meta Platforms Machine Learning Tools Product Offered
11.7.3 Meta Platforms Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.7.4 Meta Platforms Main Business Overview
11.7.5 Meta Platforms Latest Developments
11.8 Kira
11.8.1 Kira Company Information
11.8.2 Kira Machine Learning Tools Product Offered
11.8.3 Kira Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.8.4 Kira Main Business Overview
11.8.5 Kira Latest Developments
11.9 Databricks
11.9.1 Databricks Company Information
11.9.2 Databricks Machine Learning Tools Product Offered
11.9.3 Databricks Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.9.4 Databricks Main Business Overview
11.9.5 Databricks Latest Developments
11.10 DataRobot
11.10.1 DataRobot Company Information
11.10.2 DataRobot Machine Learning Tools Product Offered
11.10.3 DataRobot Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.10.4 DataRobot Main Business Overview
11.10.5 DataRobot Latest Developments
11.11 OpenText
11.11.1 OpenText Company Information
11.11.2 OpenText Machine Learning Tools Product Offered
11.11.3 OpenText Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.11.4 OpenText Main Business Overview
11.11.5 OpenText Latest Developments
11.12 Scikit-learn
11.12.1 Scikit-learn Company Information
11.12.2 Scikit-learn Machine Learning Tools Product Offered
11.12.3 Scikit-learn Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.12.4 Scikit-learn Main Business Overview
11.12.5 Scikit-learn Latest Developments
11.13 Catalyst
11.13.1 Catalyst Company Information
11.13.2 Catalyst Machine Learning Tools Product Offered
11.13.3 Catalyst Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.13.4 Catalyst Main Business Overview
11.13.5 Catalyst Latest Developments
11.14 XGBoost
11.14.1 XGBoost Company Information
11.14.2 XGBoost Machine Learning Tools Product Offered
11.14.3 XGBoost Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.14.4 XGBoost Main Business Overview
11.14.5 XGBoost Latest Developments
11.15 LightGBM
11.15.1 LightGBM Company Information
11.15.2 LightGBM Machine Learning Tools Product Offered
11.15.3 LightGBM Machine Learning Tools Revenue, Gross Margin and Market Share (2020-2025)
11.15.4 LightGBM Main Business Overview
11.15.5 LightGBM Latest Developments
12 Research Findings and Conclusion
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*If Applicable.