Global Machine Learning Tools Market Growth (Status and Outlook) 2025-2031

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’s called machine learning because the model “learns” 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.

LPI (LP Information)' newest research report, the “Machine Learning Tools Industry Forecast” 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’ 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: The report will take approximately 2 business days to prepare and deliver.