Table of Content
- Global Machine Learning Software Market Introduction and Market Overview
1.1. Objective of the Study
1.2. Global Machine Learning Software Market Scope and Market Estimation
1.2.1. Global Machine Learning Software Overall Market Size (US$ Mn), Market CAGR (%), Market forecast (2022-2030)
1.2.2. Global Machine Learning Software Market Revenue Share (%) and Growth Rate (Y-o-Y) from 2022-2030
1.3. Market Segmentation
1.3.1. Deployment Model of Global Machine Learning Software Market
1.3.2. Component of Global Machine Learning Software Market
1.3.3. End User of Global Machine Learning Software Market
1.3.4. Industry of Global Machine Learning Software Market
1.3.5. Region of Global Machine Learning Software Market
- Global Machine Learning Software Market - Executive Summary
2.1. Key Findings
2.1.1. Top Impacting Factors
2.1.2. Top Investment Pockets
2.1.3. Market Attractiveness Analysis
2.2. Key Companies Introduction
- Market Factor Analysis
3.1. Global Machine Learning Software Market Industry Development Trends under COVID-19 Outbreak
3.1.1. Global COVID-19 Status Overview
3.1.2. Influence of COVID-19 Outbreak on Global Machine Learning Software Market Industry Development
3.2. Market Dynamics (Growth Influencers)
3.2.1. Drivers
3.2.2. Restraints
3.2.3. Opportunities
3.2.4. Impact Analysis of Drivers and Restraints
3.3. Ecosystem/ Value Chain Analysis
3.4. Porter’s Five Forces Analysis
3.5. SWOT Analysis
3.6. PEST Analysis
3.7. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East and Africa/ South America)
3.7.1. By Deployment Model
3.7.2. By Component
3.7.3. By End User
3.7.4. By Industry
- Global Machine Learning Software Market: Estimates & Historic Trend Analysis (2017-2020)
- Global Machine Learning Software Market Estimates & Forecast Trend Analysis, by Deployment Model
5.1. Machine Learning Software Market Share (%) Estimates and Forecasts, by Deployment Type, 2022 & 2030
5.1.1. Key Market Trends, Growth Factors, and Opportunities
5.2. Machine Learning Software Market Revenue (US$ Mn) Estimates and Forecasts, by Deployment Type, 2017 to 2030
5.2.1. Key Market Trends, Growth Factors, and Opportunities
5.3. On-Premise
5.4. Cloud
5.5. Hybrid
- Global Machine Learning Software Market Estimates & Forecast Trend Analysis, by Component
6.1. Machine Learning Software Market Share (%) Estimates and Forecasts, by Component, 2022 & 2030
6.1.1. Key Market Trends, Growth Factors, and Opportunities
6.2. Machine Learning Software Market Revenue (US$ Mn) Estimates and Forecasts, by Component, 2017 to 2030
6.2.1. Key Market Trends, Growth Factors, and Opportunities
6.3. Solutions
6.4. Services
- Global Machine Learning Software Market Estimates & Forecast Trend Analysis, by End User
7.1. Machine Learning Software Market Share (%) Estimates and Forecasts, by End User, 2022 & 2030
7.1.1. Key Market Trends, Growth Factors, and Opportunities
7.2. Machine Learning Software Market Revenue (US$ Mn) Estimates and Forecasts, by End User, 2017 to 2030
7.2.1. Key Market Trends, Growth Factors, and Opportunities
7.3. Small Business
7.4. Mid Market
7.5. Enterprise
- Global Machine Learning Software Market Estimates & Forecast Trend Analysis, by Industry
8.1. Machine Learning Software Market Share (%) Estimates and Forecasts, by Industry, 2022 & 2030
8.1.1. Key Market Trends, Growth Factors, and Opportunities
8.2. Machine Learning Software Market Revenue (US$ Mn) Estimates and Forecasts, by Industry, 2017 to 2030
8.2.1. Key Market Trends, Growth Factors, and Opportunities
8.3. BFSI
8.4. Healthcare
8.5. Energy & Utility
8.6. IT & Telecommunication
8.7. Retail & E-commerce
8.8. Manufacturing
8.9. Government & Defense
8.10. Media & Entertainment
8.11. Others
- Global Machine Learning Software Market Analysis and Forecast, by Region
9.1. Machine Learning Software Market Share (%) Estimates and Forecasts, by Region, 2022 & 2030
9.1.1. Key Market Trends, Growth Factors, and Opportunities
9.2. Machine Learning Software Market Revenue (US$ Mn) Estimates and Forecasts, by Region, 2017 to 2030
9.2.1. Key Market Trends, Growth Factors, and Opportunities
9.2.2. North America
9.2.3. Europe
9.2.4. Asia Pacific
9.2.5. Middle East and Africa
9.2.6. South America
- North America Machine Learning Software Market: Estimates & Forecast Trend Analysis
10.1. North America Market Assessments & Key Findings
10.2. North America Machine Learning Software Market Share (%) Estimates and Forecasts, 2022 & 2030
10.3. North America Machine Learning Software Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
10.3.1. By Deployment Model
10.3.2. By Component
10.3.3. By End User
10.3.4. By Industry
10.3.5. By Country
10.3.5.1. U.S.
10.3.5.2. Canada
10.3.5.3. Mexico
- Europe Machine Learning Software Market: Estimates & Forecast Trend Analysis
11.1. Europe Market Assessments & Key Findings
11.2. Europe Machine Learning Software Market Share (%) Estimates and Forecasts, 2022 & 2030
11.3. Europe Machine Learning Software Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
11.3.1. By Deployment Model
11.3.2. By Component
11.3.3. By End User
11.3.4. By Industry
11.3.5. By Country
11.3.5.1. Germany
11.3.5.2. U.K.
11.3.5.3. France
11.3.5.4. Italy
11.3.5.5. Spain
11.3.5.6. Russia
11.3.5.7. Rest of Europe
- Asia Pacific Machine Learning Software Market: Estimates & Forecast Trend Analysis
12.1. Asia Pacific Market Assessments & Key Findings
12.2. Asia Pacific Machine Learning Software Market Share (%) Estimates and Forecasts, 2022 & 2030
12.3. Asia Pacific Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
12.3.1. By Deployment Model
12.3.2. By Component
12.3.3. By End User
12.3.4. By Industry
12.3.5. By Country
12.3.5.1. China
12.3.5.2. Japan
12.3.5.3. India
12.3.5.4. Australia
12.3.5.5. South Korea
12.3.5.6. Rest of Asia Pacific
- Middle East & Africa Machine Learning Software Market: Estimates & Forecast Trend Analysis
13.1. Middle East & Africa Market Assessments & Key Findings
13.2. Middle East & Africa Machine Learning Software Market Share (%) Estimates and Forecasts, 2022 & 2030
13.3. Middle East & Africa Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
13.3.1. By Deployment Model
13.3.2. By Component
13.3.3. By End User
13.3.4. By Industry
13.3.5. By Country
13.3.5.1. U.A.E.
13.3.5.2. Saudi Arabia
13.3.5.3. Egypt
13.3.5.4. South Africa
13.3.5.5. Rest of Middle East & Africa
- South America Machine Learning Software Market: Estimates & Forecast Trend Analysis
14.1. South America Market Assessments & Key Findings
14.2. South America Machine Learning Software Market Share (%) Estimates and Forecasts, 2022 & 2030
14.3. South America Market Size Estimates and Forecast (US$ Million) (2017 to 2030)
14.3.1. By Deployment Model
14.3.2. By Component
14.3.3. By End User
14.3.4. By Industry
14.3.5. By Country
14.3.5.1. Brazil
14.3.5.2. Argentina
14.3.5.3. Colombia
14.3.5.4. Rest of South America
- Manufacturing Cost Structure Analysis
15.1. Raw Material and Suppliers
15.2. Manufacturing Cost Structure Analysis of Machine Learning Software
15.3. Manufacturing Process Analysis of Machine Learning Software
15.4. Industry Chain Structure of Machine Learning Software
- Marketing, Distributors and Customer
16.1. Sales Channel
16.1.1. Direct Channels
16.1.2. Indirect Channels
16.2. Machine Learning Software Distributors
16.3. Machine Learning Software Customer
- Competition Landscape
17.1. Key Manufacturers Machine Learning Software Producing Area Distribution, Sales Area, Product Type
17.2. Key Manufacturers Machine Learning Software Product Location Distribution
17.3. Market Competition Matrix, by Leading Players
17.3.1. Competition Landscape Analysis
17.3.2. Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
17.4. List of Emerging, Prominent and Leading Players
17.5. Major Mergers & Acquisitions, Partnership, Joint Venture, Expansions, Deals, Etc.
- Company Profiles
18.1. Intel
18.1.1. Company Information
18.1.2. Machine Learning Software Product Offered
18.1.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.1.4. Main Business Overview
18.1.5. Latest Developments
18.2. Microsoft
18.2.1. Company Information
18.2.2. Machine Learning Software Product Offered
18.2.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.2.4. Main Business Overview
18.2.5. Latest Developments
18.3. Google
18.3.1. Company Information
18.3.2. Machine Learning Software Product Offered
18.3.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.3.4. Main Business Overview
18.3.5. Latest Developments
18.4. Amazon
18.4.1. Company Information
18.4.2. Machine Learning Software Product Offered
18.4.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.4.4. Main Business Overview
18.4.5. Latest Developments
18.5. Scikit learn
18.5.1. Company Information
18.5.2. Machine Learning Software Product Offered
18.5.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.5.4. Main Business Overview
18.5.5. Latest Developments
18.6. SuperLearner
18.6.1. Company Information
18.6.2. Machine Learning Software Product Offered
18.6.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.6.4. Main Business Overview
18.6.5. Latest Developments
18.7. Personalizer
18.7.1. Company Information
18.7.2. Machine Learning Software Product Offered
18.7.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.7.4. Main Business Overview
18.7.5. Latest Developments
18.8. Xilinx
18.8.1. Company Information
18.8.2. Machine Learning Software Product Offered
18.8.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.8.4. Main Business Overview
18.8.5. Latest Developments
18.9. GoLearn
18.9.1. Company Information
18.9.2. Machine Learning Software Product Offered
18.9.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.9.4. Main Business Overview
18.9.5. Latest Developments
18.10. PyTorch
18.10.1. Company Information
18.10.2. Machine Learning Software Product Offered
18.10.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.10.4. Main Business Overview
18.10.5. Latest Developments
18.11. MLlib
18.11.1. Company Information
18.11.2. Machine Learning Software Product Offered
18.11.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.11.4. Main Business Overview
18.11.5. Latest Developments
18.12. Weka
18.12.1. Company Information
18.12.2. Machine Learning Software Product Offered
18.12.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.12.4. Main Business Overview
18.12.5. Latest Developments
18.13. Kubeflow
18.13.1. Company Information
18.13.2. Machine Learning Software Product Offered
18.13.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.13.4. Main Business Overview
18.13.5. Latest Developments
18.14. Annoy
18.14.1. Company Information
18.14.2. Machine Learning Software Product Offered
18.14.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.14.4. Main Business Overview
18.14.5. Latest Developments
18.15. Torch
18.15.1. Company Information
18.15.2. Machine Learning Software Product Offered
18.15.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.15.4. Main Business Overview
18.15.5. Latest Developments
18.16. Crab
18.16.1. Company Information
18.16.2. Machine Learning Software Product Offered
18.16.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.16.4. Main Business Overview
18.16.5. Latest Developments
18.17. XGBoost
18.17.1. Company Information
18.17.2. Machine Learning Software Product Offered
18.17.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.17.4. Main Business Overview
18.17.5. Latest Developments
18.18. Mahout
18.18.1. Company Information
18.18.2. Machine Learning Software Product Offered
18.18.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.18.4. Main Business Overview
18.18.5. Latest Developments
18.19. Beeze
18.19.1. Company Information
18.19.2. Machine Learning Software Product Offered
18.19.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.19.4. Main Business Overview
18.19.5. Latest Developments
18.20. Leaf
18.20.1. Company Information
18.20.2. Machine Learning Software Product Offered
18.20.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.20.4. Main Business Overview
18.20.5. Latest Developments
18.21. V7
18.21.1. Company Information
18.21.2. Machine Learning Software Product Offered
18.21.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.21.4. Main Business Overview
18.21.5. Latest Developments
18.22. Simple AI
18.22.1. Company Information
18.22.2. Machine Learning Software Product Offered
18.22.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.22.4. Main Business Overview
18.22.5. Latest Developments
18.23. Speamint
18.23.1. Company Information
18.23.2. Machine Learning Software Product Offered
18.23.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.23.4. Main Business Overview
18.23.5. Latest Developments
18.24. zAdviser
18.24.1. Company Information
18.24.2. Machine Learning Software Product Offered
18.24.3. Machine Learning Software Sales, Revenue, Price, and Gross Margin (2019-2022)
18.24.4. Main Business Overview
18.24.5. Latest Developments
- Assumptions and Research Methodology
- Conclusions and Recommendations
20.1. Analysis and Suggestions on New Project Investment
20.2. Research Findings and Conclusion
List of Tables
Table1 Global Machine Learning Software Market Historic Analysis (US$ Mn), 2017-2021
Table2 Global Machine Learning Software Market Forecast Opportunity Analysis (US$ Mn), 2022-2030
Table3 Global Machine Learning Software Market Absolute $ Opportunity
Table4 Global Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table5 Global Machine Learning Software Market Analysis by Component, 2017-2030
Table6 Global Machine Learning Software Market Analysis by End User, 2017-2030
Table7 Global Machine Learning Software Market Analysis by Industry, 2017-2030
Table8 Global Machine Learning Software Market Analysis by Region, 2017-2030
Table9 North America Machine Learning Software Market Absolute $ Opportunity
Table10 North America Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table11 North America Machine Learning Software Market Analysis by Component, 2017-2030
Table12 North America Machine Learning Software Market Analysis by End User, 2017-2030
Table13 North America Machine Learning Software Market Analysis by Industry, 2017-2030
Table14 North America Machine Learning Software Market Analysis by Country, 2017-2030
Table15 South America Machine Learning Software Market Absolute $ Opportunity
Table16 South America Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table17 South America Machine Learning Software Market Analysis by Component, 2017-2030
Table18 South America Machine Learning Software Market Analysis by End User, 2017-2030
Table19 South America Machine Learning Software Market Analysis by Industry, 2017-2030
Table20 South America Machine Learning Software Market Analysis by Country, 2017-2030
Table21 Europe Machine Learning Software Market Absolute $ Opportunity
Table22 Europe Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table23 Europe Machine Learning Software Market Analysis by Component, 2017-2030
Table24 Europe Machine Learning Software Market Analysis by End User, 2017-2030
Table25 Europe Machine Learning Software Market Analysis by Industry, 2017-2030
Table26 Europe Machine Learning Software Market Analysis by Country, 2017-2030
Table27 Asia Pacific Machine Learning Software Market Absolute $ Opportunity
Table28 Asia Pacific Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table29 Asia Pacific Machine Learning Software Market Analysis by Component, 2017-2030
Table30 Asia Pacific Machine Learning Software Market Analysis by End User, 2017-2030
Table31 Asia Pacific Machine Learning Software Market Analysis by Industry, 2017-2030
Table32 Asia Pacific Machine Learning Software Market Analysis by Country, 2017-2030
Table33 MEA Machine Learning Software Market Absolute $ Opportunity
Table34 MEA Machine Learning Software Market Analysis by Deployment Model, 2017-2030
Table35 MEA Machine Learning Software Market Analysis by Component, 2017-2030
Table36 MEA Machine Learning Software Market Analysis by End User, 2017-2030
Table37 MEA Machine Learning Software Market Analysis by Industry, 2017-2030
Table38 MEA Machine Learning Software Market Analysis by Country, 2017-2030
List of Figures
Figure1 Global Machine Learning Software Market Historic Y-o-Y Analysis (%), 2017-2021
Figure2 Global Machine Learning Software Market Forecast Y-o-Y Analysis (%), 2022-2030
Figure3 Global Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure4 Global Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure5 Global Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure6 Global Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure7 Global Machine Learning Software Market Share Analysis by Region, 2021 and 2030
Figure8 North America Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure9 North America Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure10 North America Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure11 North America Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure12 North America Machine Learning Software Market Share Analysis by Country, 2021 and 2030
Figure13 South America Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure14 South America Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure15 South America Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure16 South America Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure17 South America Machine Learning Software Market Share Analysis by Country, 2021 and 2030
Figure18 Europe Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure19 Europe Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure20 Europe Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure21 Europe Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure22 Europe Machine Learning Software Market Share Analysis by Country, 2021 and 2030
Figure23 Asia Pacific Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure24 Asia Pacific Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure25 Asia Pacific Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure26 Asia Pacific Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure27 Asia Pacific Machine Learning Software Market Share Analysis by Country, 2021 and 2030
Figure28 MEA Machine Learning Software Market Share Analysis by Deployment Model, 2021 and 2030
Figure29 MEA Machine Learning Software Market Share Analysis by Component, 2021 and 2030
Figure30 MEA Machine Learning Software Market Share Analysis by End User, 2021 and 2030
Figure31 MEA Machine Learning Software Market Share Analysis by Industry, 2021 and 2030
Figure32 MEA Machine Learning Software Market Share Analysis by Country, 2021 and 2030