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Machine learning (ML) is a category of algorithm that allows software applications to become more accurate in predicting outcomes without being explicitly programmed.
This report contains market size and forecasts of Machine Learning Software in Global, including the following market information:

• Global Machine Learning Software Market Revenue, 2017-2022, 2023-2028, ($ millions)
• Global top five companies in 2021 (%)

The global Machine Learning Software market was valued at 4113.4 million in 2021 and is projected to reach US$ 28970 million by 2028, at a CAGR of 32.2% during the forecast period.

• The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
• On-Premises Segment to Reach $ Million by 2028, with a % CAGR in next six years.
• The global key manufacturers of Machine Learning Software include Microsoft, Google, TensorFlow, Kount, Warwick Analytics, Valohai, Torch, Apache SINGA and AWS, etc. In 2021, the global top five players have a share approximately % in terms of revenue.
• We surveyed the Machine Learning Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.

Total Market by Segment:
Global Machine Learning Software Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Software Market Segment Percentages, by Type, 2021 (%)

• On-Premises
• Cloud Based

Global Machine Learning Software Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Machine Learning Software Market Segment Percentages, by Application, 2021 (%)

• Large Enterprised
• SMEs

Global Machine Learning Software Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Machine Learning Software Market Segment Percentages, By Region and Country, 2021 (%)

• North America
• US
• Canada
• Mexico
• Europe
• Germany
• France
• U.K.
• Italy
• Russia
• Nordic Countries
• Benelux
• Rest of Europe
• Asia
• China
• Japan
• South Korea
• Southeast Asia
• India
• Rest of Asia
• South America
• Brazil
• Argentina
• Rest of South America
• Middle East & Africa
• Turkey
• Israel
• Saudi Arabia
• UAE
• Rest of Middle East & Africa

Competitor Analysis
The report also provides analysis of leading market participants including:

• Key companies Machine Learning Software revenues in global market, 2017-2022 (estimated), ($ millions)
• Key companies Machine Learning Software revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• Microsoft
• Google
• TensorFlow
• Kount
• Warwick Analytics
• Valohai
• Torch
• Apache SINGA
• AWS
• BigML
• Figure Eight
• Floyd Labs