Covid-19 Impact on Global Machine Learning in Retail Market Size, Status and Forecast 2020-2026
In the retail sector, top competitors like Amazon, Walmart, Target, and Home Depot clearly and publicly rely on data, analytics, and machine learning to create their market edge. As a result, ML is fast becoming a commonly used tool among retail marketers.
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Machine Learning in Retail market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning in Retail industry.
Based on our recent survey, we have several different scenarios about the Machine Learning in Retail YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning in Retail will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning in Retail market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning in Retail market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning in Retail market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning in Retail market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning in Retail market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning in Retail market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning in Retail market.
The following players are covered in this report:
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Machine Learning in Retail market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning in Retail industry.
Based on our recent survey, we have several different scenarios about the Machine Learning in Retail YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning in Retail will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning in Retail market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning in Retail market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning in Retail market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning in Retail market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning in Retail market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning in Retail market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning in Retail market.
The following players are covered in this report:
- IBM
- Microsoft
- Amazon Web Services
- Oracle
- SAP
- Intel
- NVIDIA
- Sentient Technologies
- Salesforce
- ViSenze
- Cloud Based
- On-Premises
- Online
- Offline
1 REPORT OVERVIEW
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning in Retail Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning in Retail Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Cloud Based
1.4.3 On-Premises
1.5 Market by Application
1.5.1 Global Machine Learning in Retail Market Share by Application: 2020 VS 2026
1.5.2 Online
1.5.3 Offline
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning in Retail Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning in Retail Industry
1.6.1.1 Machine Learning in Retail Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning in Retail Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning in Retail Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning in Retail Market Perspective (2015-2026)
2.2 Machine Learning in Retail Growth Trends by Regions
2.2.1 Machine Learning in Retail Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning in Retail Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning in Retail Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning in Retail Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning in Retail Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning in Retail Players by Market Size
3.1.1 Global Top Machine Learning in Retail Players by Revenue (2015-2020)
3.1.2 Global Machine Learning in Retail Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning in Retail Market Concentration Ratio
3.2.1 Global Machine Learning in Retail Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning in Retail Revenue in 2019
3.3 Machine Learning in Retail Key Players Head office and Area Served
3.4 Key Players Machine Learning in Retail Product Solution and Service
3.5 Date of Enter into Machine Learning in Retail Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning in Retail Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning in Retail Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING IN RETAIL BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning in Retail Market Size by Application (2015-2020)
5.2 Global Machine Learning in Retail Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning in Retail Market Size (2015-2020)
6.2 Machine Learning in Retail Key Players in North America (2019-2020)
6.3 North America Machine Learning in Retail Market Size by Type (2015-2020)
6.4 North America Machine Learning in Retail Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning in Retail Market Size (2015-2020)
7.2 Machine Learning in Retail Key Players in Europe (2019-2020)
7.3 Europe Machine Learning in Retail Market Size by Type (2015-2020)
7.4 Europe Machine Learning in Retail Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning in Retail Market Size (2015-2020)
8.2 Machine Learning in Retail Key Players in China (2019-2020)
8.3 China Machine Learning in Retail Market Size by Type (2015-2020)
8.4 China Machine Learning in Retail Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning in Retail Market Size (2015-2020)
9.2 Machine Learning in Retail Key Players in Japan (2019-2020)
9.3 Japan Machine Learning in Retail Market Size by Type (2015-2020)
9.4 Japan Machine Learning in Retail Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning in Retail Market Size (2015-2020)
10.2 Machine Learning in Retail Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning in Retail Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning in Retail Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning in Retail Market Size (2015-2020)
11.2 Machine Learning in Retail Key Players in India (2019-2020)
11.3 India Machine Learning in Retail Market Size by Type (2015-2020)
11.4 India Machine Learning in Retail Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning in Retail Market Size (2015-2020)
12.2 Machine Learning in Retail Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning in Retail Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning in Retail Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 IBM
13.1.1 IBM Company Details
13.1.2 IBM Business Overview and Its Total Revenue
13.1.3 IBM Machine Learning in Retail Introduction
13.1.4 IBM Revenue in Machine Learning in Retail Business (2015-2020))
13.1.5 IBM Recent Development
13.2 Microsoft
13.2.1 Microsoft Company Details
13.2.2 Microsoft Business Overview and Its Total Revenue
13.2.3 Microsoft Machine Learning in Retail Introduction
13.2.4 Microsoft Revenue in Machine Learning in Retail Business (2015-2020)
13.2.5 Microsoft Recent Development
13.3 Amazon Web Services
13.3.1 Amazon Web Services Company Details
13.3.2 Amazon Web Services Business Overview and Its Total Revenue
13.3.3 Amazon Web Services Machine Learning in Retail Introduction
13.3.4 Amazon Web Services Revenue in Machine Learning in Retail Business (2015-2020)
13.3.5 Amazon Web Services Recent Development
13.4 Oracle
13.4.1 Oracle Company Details
13.4.2 Oracle Business Overview and Its Total Revenue
13.4.3 Oracle Machine Learning in Retail Introduction
13.4.4 Oracle Revenue in Machine Learning in Retail Business (2015-2020)
13.4.5 Oracle Recent Development
13.5 SAP
13.5.1 SAP Company Details
13.5.2 SAP Business Overview and Its Total Revenue
13.5.3 SAP Machine Learning in Retail Introduction
13.5.4 SAP Revenue in Machine Learning in Retail Business (2015-2020)
13.5.5 SAP Recent Development
13.6 Intel
13.6.1 Intel Company Details
13.6.2 Intel Business Overview and Its Total Revenue
13.6.3 Intel Machine Learning in Retail Introduction
13.6.4 Intel Revenue in Machine Learning in Retail Business (2015-2020)
13.6.5 Intel Recent Development
13.7 NVIDIA
13.7.1 NVIDIA Company Details
13.7.2 NVIDIA Business Overview and Its Total Revenue
13.7.3 NVIDIA Machine Learning in Retail Introduction
13.7.4 NVIDIA Revenue in Machine Learning in Retail Business (2015-2020)
13.7.5 NVIDIA Recent Development
13.8 Google
13.8.1 Google Company Details
13.8.2 Google Business Overview and Its Total Revenue
13.8.3 Google Machine Learning in Retail Introduction
13.8.4 Google Revenue in Machine Learning in Retail Business (2015-2020)
13.8.5 Google Recent Development
13.9 Sentient Technologies
13.9.1 Sentient Technologies Company Details
13.9.2 Sentient Technologies Business Overview and Its Total Revenue
13.9.3 Sentient Technologies Machine Learning in Retail Introduction
13.9.4 Sentient Technologies Revenue in Machine Learning in Retail Business (2015-2020)
13.9.5 Sentient Technologies Recent Development
13.10 Salesforce
13.10.1 Salesforce Company Details
13.10.2 Salesforce Business Overview and Its Total Revenue
13.10.3 Salesforce Machine Learning in Retail Introduction
13.10.4 Salesforce Revenue in Machine Learning in Retail Business (2015-2020)
13.10.5 Salesforce Recent Development
13.11 ViSenze
10.11.1 ViSenze Company Details
10.11.2 ViSenze Business Overview and Its Total Revenue
10.11.3 ViSenze Machine Learning in Retail Introduction
10.11.4 ViSenze Revenue in Machine Learning in Retail Business (2015-2020)
10.11.5 ViSenze Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning in Retail Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning in Retail Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Cloud Based
1.4.3 On-Premises
1.5 Market by Application
1.5.1 Global Machine Learning in Retail Market Share by Application: 2020 VS 2026
1.5.2 Online
1.5.3 Offline
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning in Retail Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning in Retail Industry
1.6.1.1 Machine Learning in Retail Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning in Retail Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning in Retail Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning in Retail Market Perspective (2015-2026)
2.2 Machine Learning in Retail Growth Trends by Regions
2.2.1 Machine Learning in Retail Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning in Retail Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning in Retail Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning in Retail Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning in Retail Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning in Retail Players by Market Size
3.1.1 Global Top Machine Learning in Retail Players by Revenue (2015-2020)
3.1.2 Global Machine Learning in Retail Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning in Retail Market Concentration Ratio
3.2.1 Global Machine Learning in Retail Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning in Retail Revenue in 2019
3.3 Machine Learning in Retail Key Players Head office and Area Served
3.4 Key Players Machine Learning in Retail Product Solution and Service
3.5 Date of Enter into Machine Learning in Retail Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning in Retail Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning in Retail Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING IN RETAIL BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning in Retail Market Size by Application (2015-2020)
5.2 Global Machine Learning in Retail Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning in Retail Market Size (2015-2020)
6.2 Machine Learning in Retail Key Players in North America (2019-2020)
6.3 North America Machine Learning in Retail Market Size by Type (2015-2020)
6.4 North America Machine Learning in Retail Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning in Retail Market Size (2015-2020)
7.2 Machine Learning in Retail Key Players in Europe (2019-2020)
7.3 Europe Machine Learning in Retail Market Size by Type (2015-2020)
7.4 Europe Machine Learning in Retail Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning in Retail Market Size (2015-2020)
8.2 Machine Learning in Retail Key Players in China (2019-2020)
8.3 China Machine Learning in Retail Market Size by Type (2015-2020)
8.4 China Machine Learning in Retail Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning in Retail Market Size (2015-2020)
9.2 Machine Learning in Retail Key Players in Japan (2019-2020)
9.3 Japan Machine Learning in Retail Market Size by Type (2015-2020)
9.4 Japan Machine Learning in Retail Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning in Retail Market Size (2015-2020)
10.2 Machine Learning in Retail Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning in Retail Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning in Retail Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning in Retail Market Size (2015-2020)
11.2 Machine Learning in Retail Key Players in India (2019-2020)
11.3 India Machine Learning in Retail Market Size by Type (2015-2020)
11.4 India Machine Learning in Retail Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning in Retail Market Size (2015-2020)
12.2 Machine Learning in Retail Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning in Retail Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning in Retail Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 IBM
13.1.1 IBM Company Details
13.1.2 IBM Business Overview and Its Total Revenue
13.1.3 IBM Machine Learning in Retail Introduction
13.1.4 IBM Revenue in Machine Learning in Retail Business (2015-2020))
13.1.5 IBM Recent Development
13.2 Microsoft
13.2.1 Microsoft Company Details
13.2.2 Microsoft Business Overview and Its Total Revenue
13.2.3 Microsoft Machine Learning in Retail Introduction
13.2.4 Microsoft Revenue in Machine Learning in Retail Business (2015-2020)
13.2.5 Microsoft Recent Development
13.3 Amazon Web Services
13.3.1 Amazon Web Services Company Details
13.3.2 Amazon Web Services Business Overview and Its Total Revenue
13.3.3 Amazon Web Services Machine Learning in Retail Introduction
13.3.4 Amazon Web Services Revenue in Machine Learning in Retail Business (2015-2020)
13.3.5 Amazon Web Services Recent Development
13.4 Oracle
13.4.1 Oracle Company Details
13.4.2 Oracle Business Overview and Its Total Revenue
13.4.3 Oracle Machine Learning in Retail Introduction
13.4.4 Oracle Revenue in Machine Learning in Retail Business (2015-2020)
13.4.5 Oracle Recent Development
13.5 SAP
13.5.1 SAP Company Details
13.5.2 SAP Business Overview and Its Total Revenue
13.5.3 SAP Machine Learning in Retail Introduction
13.5.4 SAP Revenue in Machine Learning in Retail Business (2015-2020)
13.5.5 SAP Recent Development
13.6 Intel
13.6.1 Intel Company Details
13.6.2 Intel Business Overview and Its Total Revenue
13.6.3 Intel Machine Learning in Retail Introduction
13.6.4 Intel Revenue in Machine Learning in Retail Business (2015-2020)
13.6.5 Intel Recent Development
13.7 NVIDIA
13.7.1 NVIDIA Company Details
13.7.2 NVIDIA Business Overview and Its Total Revenue
13.7.3 NVIDIA Machine Learning in Retail Introduction
13.7.4 NVIDIA Revenue in Machine Learning in Retail Business (2015-2020)
13.7.5 NVIDIA Recent Development
13.8 Google
13.8.1 Google Company Details
13.8.2 Google Business Overview and Its Total Revenue
13.8.3 Google Machine Learning in Retail Introduction
13.8.4 Google Revenue in Machine Learning in Retail Business (2015-2020)
13.8.5 Google Recent Development
13.9 Sentient Technologies
13.9.1 Sentient Technologies Company Details
13.9.2 Sentient Technologies Business Overview and Its Total Revenue
13.9.3 Sentient Technologies Machine Learning in Retail Introduction
13.9.4 Sentient Technologies Revenue in Machine Learning in Retail Business (2015-2020)
13.9.5 Sentient Technologies Recent Development
13.10 Salesforce
13.10.1 Salesforce Company Details
13.10.2 Salesforce Business Overview and Its Total Revenue
13.10.3 Salesforce Machine Learning in Retail Introduction
13.10.4 Salesforce Revenue in Machine Learning in Retail Business (2015-2020)
13.10.5 Salesforce Recent Development
13.11 ViSenze
10.11.1 ViSenze Company Details
10.11.2 ViSenze Business Overview and Its Total Revenue
10.11.3 ViSenze Machine Learning in Retail Introduction
10.11.4 ViSenze Revenue in Machine Learning in Retail Business (2015-2020)
10.11.5 ViSenze Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
LIST OF TABLES
Table 1. Machine Learning in Retail Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning in Retail Revenue
Table 3. Ranking of Global Top Machine Learning in Retail Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning in Retail Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud Based
Table 6. Key Players of On-Premises
Table 7. COVID-19 Impact Global Market: (Four Machine Learning in Retail Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Machine Learning in Retail Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Machine Learning in Retail Players to Combat Covid-19 Impact
Table 12. Global Machine Learning in Retail Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Machine Learning in Retail Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Machine Learning in Retail Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Machine Learning in Retail Market Share by Regions (2015-2020)
Table 16. Global Machine Learning in Retail Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Machine Learning in Retail Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Machine Learning in Retail Market Growth Strategy
Table 22. Main Points Interviewed from Key Machine Learning in Retail Players
Table 23. Global Machine Learning in Retail Revenue by Players (2015-2020) (Million US$)
Table 24. Global Machine Learning in Retail Market Share by Players (2015-2020)
Table 25. Global Top Machine Learning in Retail Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Retail as of 2019)
Table 26. Global Machine Learning in Retail by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Machine Learning in Retail Product Solution and Service
Table 29. Date of Enter into Machine Learning in Retail Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 32. Global Machine Learning in Retail Market Size Share by Type (2015-2020)
Table 33. Global Machine Learning in Retail Revenue Market Share by Type (2021-2026)
Table 34. Global Machine Learning in Retail Market Size Share by Application (2015-2020)
Table 35. Global Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 36. Global Machine Learning in Retail Market Size Share by Application (2021-2026)
Table 37. North America Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Machine Learning in Retail Market Share (2019-2020)
Table 39. North America Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 40. North America Machine Learning in Retail Market Share by Type (2015-2020)
Table 41. North America Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 42. North America Machine Learning in Retail Market Share by Application (2015-2020)
Table 43. Europe Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Machine Learning in Retail Market Share (2019-2020)
Table 45. Europe Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Machine Learning in Retail Market Share by Type (2015-2020)
Table 47. Europe Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Machine Learning in Retail Market Share by Application (2015-2020)
Table 49. China Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 50. China Key Players Machine Learning in Retail Market Share (2019-2020)
Table 51. China Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 52. China Machine Learning in Retail Market Share by Type (2015-2020)
Table 53. China Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 54. China Machine Learning in Retail Market Share by Application (2015-2020)
Table 55. Japan Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Machine Learning in Retail Market Share (2019-2020)
Table 57. Japan Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Machine Learning in Retail Market Share by Type (2015-2020)
Table 59. Japan Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Machine Learning in Retail Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Machine Learning in Retail Market Share (2019-2020)
Table 63. Southeast Asia Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Machine Learning in Retail Market Share by Type (2015-2020)
Table 65. Southeast Asia Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Machine Learning in Retail Market Share by Application (2015-2020)
Table 67. India Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 68. India Key Players Machine Learning in Retail Market Share (2019-2020)
Table 69. India Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 70. India Machine Learning in Retail Market Share by Type (2015-2020)
Table 71. India Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 72. India Machine Learning in Retail Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Machine Learning in Retail Market Share (2019-2020)
Table 75. Central & South America Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Machine Learning in Retail Market Share by Type (2015-2020)
Table 77. Central & South America Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Machine Learning in Retail Market Share by Application (2015-2020)
Table 79. IBM Company Details
Table 80. IBM Business Overview
Table 81. IBM Product
Table 82. IBM Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 83. IBM Recent Development
Table 84. Microsoft Company Details
Table 85. Microsoft Business Overview
Table 86. Microsoft Product
Table 87. Microsoft Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 88. Microsoft Recent Development
Table 89. Amazon Web Services Company Details
Table 90. Amazon Web Services Business Overview
Table 91. Amazon Web Services Product
Table 92. Amazon Web Services Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 93. Amazon Web Services Recent Development
Table 94. Oracle Company Details
Table 95. Oracle Business Overview
Table 96. Oracle Product
Table 97. Oracle Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 98. Oracle Recent Development
Table 99. SAP Company Details
Table 100. SAP Business Overview
Table 101. SAP Product
Table 102. SAP Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 103. SAP Recent Development
Table 104. Intel Company Details
Table 105. Intel Business Overview
Table 106. Intel Product
Table 107. Intel Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 108. Intel Recent Development
Table 109. NVIDIA Company Details
Table 110. NVIDIA Business Overview
Table 111. NVIDIA Product
Table 112. NVIDIA Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 113. NVIDIA Recent Development
Table 114. Google Business Overview
Table 115. Google Product
Table 116. Google Company Details
Table 117. Google Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 118. Google Recent Development
Table 119. Sentient Technologies Company Details
Table 120. Sentient Technologies Business Overview
Table 121. Sentient Technologies Product
Table 122. Sentient Technologies Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 123. Sentient Technologies Recent Development
Table 124. Salesforce Company Details
Table 125. Salesforce Business Overview
Table 126. Salesforce Product
Table 127. Salesforce Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 128. Salesforce Recent Development
Table 129. ViSenze Company Details
Table 130. ViSenze Business Overview
Table 131. ViSenze Product
Table 132. ViSenze Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 133. ViSenze Recent Development
Table 134. Research Programs/Design for This Report
Table 135. Key Data Information from Secondary Sources
Table 136. Key Data Information from Primary Sources
Table 1. Machine Learning in Retail Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning in Retail Revenue
Table 3. Ranking of Global Top Machine Learning in Retail Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning in Retail Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud Based
Table 6. Key Players of On-Premises
Table 7. COVID-19 Impact Global Market: (Four Machine Learning in Retail Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Machine Learning in Retail Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Machine Learning in Retail Players to Combat Covid-19 Impact
Table 12. Global Machine Learning in Retail Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Machine Learning in Retail Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Machine Learning in Retail Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Machine Learning in Retail Market Share by Regions (2015-2020)
Table 16. Global Machine Learning in Retail Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Machine Learning in Retail Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Machine Learning in Retail Market Growth Strategy
Table 22. Main Points Interviewed from Key Machine Learning in Retail Players
Table 23. Global Machine Learning in Retail Revenue by Players (2015-2020) (Million US$)
Table 24. Global Machine Learning in Retail Market Share by Players (2015-2020)
Table 25. Global Top Machine Learning in Retail Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Retail as of 2019)
Table 26. Global Machine Learning in Retail by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Machine Learning in Retail Product Solution and Service
Table 29. Date of Enter into Machine Learning in Retail Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 32. Global Machine Learning in Retail Market Size Share by Type (2015-2020)
Table 33. Global Machine Learning in Retail Revenue Market Share by Type (2021-2026)
Table 34. Global Machine Learning in Retail Market Size Share by Application (2015-2020)
Table 35. Global Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 36. Global Machine Learning in Retail Market Size Share by Application (2021-2026)
Table 37. North America Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Machine Learning in Retail Market Share (2019-2020)
Table 39. North America Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 40. North America Machine Learning in Retail Market Share by Type (2015-2020)
Table 41. North America Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 42. North America Machine Learning in Retail Market Share by Application (2015-2020)
Table 43. Europe Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Machine Learning in Retail Market Share (2019-2020)
Table 45. Europe Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Machine Learning in Retail Market Share by Type (2015-2020)
Table 47. Europe Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Machine Learning in Retail Market Share by Application (2015-2020)
Table 49. China Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 50. China Key Players Machine Learning in Retail Market Share (2019-2020)
Table 51. China Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 52. China Machine Learning in Retail Market Share by Type (2015-2020)
Table 53. China Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 54. China Machine Learning in Retail Market Share by Application (2015-2020)
Table 55. Japan Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Machine Learning in Retail Market Share (2019-2020)
Table 57. Japan Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Machine Learning in Retail Market Share by Type (2015-2020)
Table 59. Japan Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Machine Learning in Retail Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Machine Learning in Retail Market Share (2019-2020)
Table 63. Southeast Asia Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Machine Learning in Retail Market Share by Type (2015-2020)
Table 65. Southeast Asia Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Machine Learning in Retail Market Share by Application (2015-2020)
Table 67. India Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 68. India Key Players Machine Learning in Retail Market Share (2019-2020)
Table 69. India Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 70. India Machine Learning in Retail Market Share by Type (2015-2020)
Table 71. India Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 72. India Machine Learning in Retail Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Machine Learning in Retail Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Machine Learning in Retail Market Share (2019-2020)
Table 75. Central & South America Machine Learning in Retail Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Machine Learning in Retail Market Share by Type (2015-2020)
Table 77. Central & South America Machine Learning in Retail Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Machine Learning in Retail Market Share by Application (2015-2020)
Table 79. IBM Company Details
Table 80. IBM Business Overview
Table 81. IBM Product
Table 82. IBM Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 83. IBM Recent Development
Table 84. Microsoft Company Details
Table 85. Microsoft Business Overview
Table 86. Microsoft Product
Table 87. Microsoft Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 88. Microsoft Recent Development
Table 89. Amazon Web Services Company Details
Table 90. Amazon Web Services Business Overview
Table 91. Amazon Web Services Product
Table 92. Amazon Web Services Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 93. Amazon Web Services Recent Development
Table 94. Oracle Company Details
Table 95. Oracle Business Overview
Table 96. Oracle Product
Table 97. Oracle Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 98. Oracle Recent Development
Table 99. SAP Company Details
Table 100. SAP Business Overview
Table 101. SAP Product
Table 102. SAP Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 103. SAP Recent Development
Table 104. Intel Company Details
Table 105. Intel Business Overview
Table 106. Intel Product
Table 107. Intel Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 108. Intel Recent Development
Table 109. NVIDIA Company Details
Table 110. NVIDIA Business Overview
Table 111. NVIDIA Product
Table 112. NVIDIA Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 113. NVIDIA Recent Development
Table 114. Google Business Overview
Table 115. Google Product
Table 116. Google Company Details
Table 117. Google Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 118. Google Recent Development
Table 119. Sentient Technologies Company Details
Table 120. Sentient Technologies Business Overview
Table 121. Sentient Technologies Product
Table 122. Sentient Technologies Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 123. Sentient Technologies Recent Development
Table 124. Salesforce Company Details
Table 125. Salesforce Business Overview
Table 126. Salesforce Product
Table 127. Salesforce Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 128. Salesforce Recent Development
Table 129. ViSenze Company Details
Table 130. ViSenze Business Overview
Table 131. ViSenze Product
Table 132. ViSenze Revenue in Machine Learning in Retail Business (2015-2020) (Million US$)
Table 133. ViSenze Recent Development
Table 134. Research Programs/Design for This Report
Table 135. Key Data Information from Secondary Sources
Table 136. Key Data Information from Primary Sources
LIST OF FIGURES
Figure 1. Global Machine Learning in Retail Market Share by Type: 2020 VS 2026
Figure 2. Cloud Based Features
Figure 3. On-Premises Features
Figure 4. Global Machine Learning in Retail Market Share by Application: 2020 VS 2026
Figure 5. Online Case Studies
Figure 6. Offline Case Studies
Figure 7. Machine Learning in Retail Report Years Considered
Figure 8. Global Machine Learning in Retail Market Size YoY Growth 2015-2026 (US$ Million)
Figure 9. Global Machine Learning in Retail Market Share by Regions: 2020 VS 2026
Figure 10. Global Machine Learning in Retail Market Share by Regions (2021-2026)
Figure 11. Porter's Five Forces Analysis
Figure 12. Global Machine Learning in Retail Market Share by Players in 2019
Figure 13. Global Top Machine Learning in Retail Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Retail as of 2019
Figure 14. The Top 10 and 5 Players Market Share by Machine Learning in Retail Revenue in 2019
Figure 15. North America Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 16. Europe Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 17. China Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 18. Japan Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Southeast Asia Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. India Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Central & South America Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 23. IBM Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 24. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 25. Microsoft Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 26. Amazon Web Services Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. Amazon Web Services Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 28. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. Oracle Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 30. SAP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. SAP Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 32. Intel Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. Intel Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 34. NVIDIA Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. NVIDIA Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 36. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. Google Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 38. Sentient Technologies Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Sentient Technologies Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 40. Salesforce Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Salesforce Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 42. ViSenze Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. ViSenze Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 44. Bottom-up and Top-down Approaches for This Report
Figure 45. Data Triangulation
Figure 46. Key Executives Interviewed
Figure 1. Global Machine Learning in Retail Market Share by Type: 2020 VS 2026
Figure 2. Cloud Based Features
Figure 3. On-Premises Features
Figure 4. Global Machine Learning in Retail Market Share by Application: 2020 VS 2026
Figure 5. Online Case Studies
Figure 6. Offline Case Studies
Figure 7. Machine Learning in Retail Report Years Considered
Figure 8. Global Machine Learning in Retail Market Size YoY Growth 2015-2026 (US$ Million)
Figure 9. Global Machine Learning in Retail Market Share by Regions: 2020 VS 2026
Figure 10. Global Machine Learning in Retail Market Share by Regions (2021-2026)
Figure 11. Porter's Five Forces Analysis
Figure 12. Global Machine Learning in Retail Market Share by Players in 2019
Figure 13. Global Top Machine Learning in Retail Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Retail as of 2019
Figure 14. The Top 10 and 5 Players Market Share by Machine Learning in Retail Revenue in 2019
Figure 15. North America Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 16. Europe Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 17. China Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 18. Japan Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Southeast Asia Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. India Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Central & South America Machine Learning in Retail Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. IBM Total Revenue (US$ Million): 2019 Compared with 2018
Figure 23. IBM Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 24. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 25. Microsoft Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 26. Amazon Web Services Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. Amazon Web Services Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 28. Oracle Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. Oracle Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 30. SAP Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. SAP Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 32. Intel Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. Intel Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 34. NVIDIA Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. NVIDIA Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 36. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. Google Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 38. Sentient Technologies Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Sentient Technologies Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 40. Salesforce Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Salesforce Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 42. ViSenze Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. ViSenze Revenue Growth Rate in Machine Learning in Retail Business (2015-2020)
Figure 44. Bottom-up and Top-down Approaches for This Report
Figure 45. Data Triangulation
Figure 46. Key Executives Interviewed
