Global Machine Learning in Retail Market Growth (Status and Outlook) 2022-2028

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

2 Executive Summary

2.1 World Market Overview

2.1.1 Global Machine Learning in Retail Market Size 2017-2028

2.1.2 Machine Learning in Retail Market Size CAGR by Region 2017 VS 2022 VS 2028

2.2 Machine Learning in Retail Segment by Type

2.2.1 Cloud Based

2.2.2 On-Premises

2.3 Machine Learning in Retail Market Size by Type

2.3.1 Machine Learning in Retail Market Size CAGR by Type (2017 VS 2022 VS 2028)

2.3.2 Global Machine Learning in Retail Market Size Market Share by Type (2017-2022)

2.4 Machine Learning in Retail Segment by Application

2.4.1 Online

2.4.2 Offline

2.5 Machine Learning in Retail Market Size by Application

2.5.1 Machine Learning in Retail Market Size CAGR by Application (2017 VS 2022 VS 2028)

2.5.2 Global Machine Learning in Retail Market Size Market Share by Application (2017-2022)

3 Machine Learning in Retail Market Size by Player

3.1 Machine Learning in Retail Market Size Market Share by Players

3.1.1 Global Machine Learning in Retail Revenue by Players (2020-2022)

3.1.2 Global Machine Learning in Retail Revenue Market Share by Players (2020-2022)

3.2 Global Machine Learning in Retail 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) & (2020-2022)

3.4 New Products and Potential Entrants

3.5 Mergers & Acquisitions, Expansion

4 Machine Learning in Retail by Regions

4.1 Machine Learning in Retail Market Size by Regions (2017-2022)

4.2 Americas Machine Learning in Retail Market Size Growth (2017-2022)

4.3 APAC Machine Learning in Retail Market Size Growth (2017-2022)

4.4 Europe Machine Learning in Retail Market Size Growth (2017-2022)

4.5 Middle East & Africa Machine Learning in Retail Market Size Growth (2017-2022)

5 Americas

5.1 Americas Machine Learning in Retail Market Size by Country (2017-2022)

5.2 Americas Machine Learning in Retail Market Size by Type (2017-2022)

5.3 Americas Machine Learning in Retail Market Size by Application (2017-2022)

5.4 United States

5.5 Canada

5.6 Mexico

5.7 Brazil

6 APAC

6.1 APAC Machine Learning in Retail Market Size by Region (2017-2022)

6.2 APAC Machine Learning in Retail Market Size by Type (2017-2022)

6.3 APAC Machine Learning in Retail Market Size by Application (2017-2022)

6.4 China

6.5 Japan

6.6 Korea

6.7 Southeast Asia

6.8 India

6.9 Australia

7 Europe

7.1 Europe Machine Learning in Retail by Country (2017-2022)

7.2 Europe Machine Learning in Retail Market Size by Type (2017-2022)

7.3 Europe Machine Learning in Retail Market Size by Application (2017-2022)

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 in Retail by Region (2017-2022)

8.2 Middle East & Africa Machine Learning in Retail Market Size by Type (2017-2022)

8.3 Middle East & Africa Machine Learning in Retail Market Size by Application (2017-2022)

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 in Retail Market Forecast

10.1 Global Machine Learning in Retail Forecast by Regions (2023-2028)

10.1.1 Global Machine Learning in Retail Forecast by Regions (2023-2028)

10.1.2 Americas Machine Learning in Retail Forecast

10.1.3 APAC Machine Learning in Retail Forecast

10.1.4 Europe Machine Learning in Retail Forecast

10.1.5 Middle East & Africa Machine Learning in Retail Forecast

10.2 Americas Machine Learning in Retail Forecast by Country (2023-2028)

10.2.1 United States Machine Learning in Retail Market Forecast

10.2.2 Canada Machine Learning in Retail Market Forecast

10.2.3 Mexico Machine Learning in Retail Market Forecast

10.2.4 Brazil Machine Learning in Retail Market Forecast

10.3 APAC Machine Learning in Retail Forecast by Region (2023-2028)

10.3.1 China Machine Learning in Retail Market Forecast

10.3.2 Japan Machine Learning in Retail Market Forecast

10.3.3 Korea Machine Learning in Retail Market Forecast

10.3.4 Southeast Asia Machine Learning in Retail Market Forecast

10.3.5 India Machine Learning in Retail Market Forecast

10.3.6 Australia Machine Learning in Retail Market Forecast

10.4 Europe Machine Learning in Retail Forecast by Country (2023-2028)

10.4.1 Germany Machine Learning in Retail Market Forecast

10.4.2 France Machine Learning in Retail Market Forecast

10.4.3 UK Machine Learning in Retail Market Forecast

10.4.4 Italy Machine Learning in Retail Market Forecast

10.4.5 Russia Machine Learning in Retail Market Forecast

10.5 Middle East & Africa Machine Learning in Retail Forecast by Region (2023-2028)

10.5.1 Egypt Machine Learning in Retail Market Forecast

10.5.2 South Africa Machine Learning in Retail Market Forecast

10.5.3 Israel Machine Learning in Retail Market Forecast

10.5.4 Turkey Machine Learning in Retail Market Forecast

10.5.5 GCC Countries Machine Learning in Retail Market Forecast

10.6 Global Machine Learning in Retail Forecast by Type (2023-2028)

10.7 Global Machine Learning in Retail Forecast by Application (2023-2028)

11 Key Players Analysis

11.1 IBM

11.1.1 IBM Company Information

11.1.2 IBM Machine Learning in Retail Product Offered

11.1.3 IBM Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.1.4 IBM Main Business Overview

11.1.5 IBM Latest Developments

11.2 Microsoft

11.2.1 Microsoft Company Information

11.2.2 Microsoft Machine Learning in Retail Product Offered

11.2.3 Microsoft Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.2.4 Microsoft Main Business Overview

11.2.5 Microsoft Latest Developments

11.3 Amazon Web Services

11.3.1 Amazon Web Services Company Information

11.3.2 Amazon Web Services Machine Learning in Retail Product Offered

11.3.3 Amazon Web Services Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.3.4 Amazon Web Services Main Business Overview

11.3.5 Amazon Web Services Latest Developments

11.4 Oracle

11.4.1 Oracle Company Information

11.4.2 Oracle Machine Learning in Retail Product Offered

11.4.3 Oracle Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.4.4 Oracle Main Business Overview

11.4.5 Oracle Latest Developments

11.5 SAP

11.5.1 SAP Company Information

11.5.2 SAP Machine Learning in Retail Product Offered

11.5.3 SAP Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.5.4 SAP Main Business Overview

11.5.5 SAP Latest Developments

11.6 Intel

11.6.1 Intel Company Information

11.6.2 Intel Machine Learning in Retail Product Offered

11.6.3 Intel Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.6.4 Intel Main Business Overview

11.6.5 Intel Latest Developments

11.7 NVIDIA

11.7.1 NVIDIA Company Information

11.7.2 NVIDIA Machine Learning in Retail Product Offered

11.7.3 NVIDIA Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.7.4 NVIDIA Main Business Overview

11.7.5 NVIDIA Latest Developments

11.8 Google

11.8.1 Google Company Information

11.8.2 Google Machine Learning in Retail Product Offered

11.8.3 Google Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.8.4 Google Main Business Overview

11.8.5 Google Latest Developments

11.9 Sentient Technologies

11.9.1 Sentient Technologies Company Information

11.9.2 Sentient Technologies Machine Learning in Retail Product Offered

11.9.3 Sentient Technologies Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.9.4 Sentient Technologies Main Business Overview

11.9.5 Sentient Technologies Latest Developments

11.10 Salesforce

11.10.1 Salesforce Company Information

11.10.2 Salesforce Machine Learning in Retail Product Offered

11.10.3 Salesforce Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.10.4 Salesforce Main Business Overview

11.10.5 Salesforce Latest Developments

11.11 ViSenze

11.11.1 ViSenze Company Information

11.11.2 ViSenze Machine Learning in Retail Product Offered

11.11.3 ViSenze Machine Learning in Retail Revenue, Gross Margin and Market Share (2020-2022)

11.11.4 ViSenze Main Business Overview

11.11.5 ViSenze Latest Developments

12 Research Findings and Conclusion

Table 1. Machine Learning in Retail Market Size CAGR by Region (2017 VS 2022 VS 2028) & ($ Millions)

Table 2. Major Players of Cloud Based

Table 3. Major Players of On-Premises

Table 4. Machine Learning in Retail Market Size CAGR by Type (2017 VS 2022 VS 2028) & ($ Millions)

Table 5. Global Machine Learning in Retail Market Size by Type (2017-2022) & ($ Millions)

Table 6. Global Machine Learning in Retail Market Size Market Share by Type (2017-2022)

Table 7. Machine Learning in Retail Market Size CAGR by Application (2017 VS 2022 VS 2028) & ($ Millions)

Table 8. Global Machine Learning in Retail Market Size by Application (2017-2022) & ($ Millions)

Table 9. Global Machine Learning in Retail Market Size Market Share by Application (2017-2022)

Table 10. Global Machine Learning in Retail Revenue by Players (2020-2022) & ($ Millions)

Table 11. Global Machine Learning in Retail Revenue Market Share by Player (2020-2022)

Table 12. Machine Learning in Retail Key Players Head office and Products Offered

Table 13. Machine Learning in Retail Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)

Table 14. New Products and Potential Entrants

Table 15. Mergers & Acquisitions, Expansion

Table 16. Global Machine Learning in Retail Market Size by Regions 2017-2022 & ($ Millions)

Table 17. Global Machine Learning in Retail Market Size Market Share by Regions (2017-2022)

Table 18. Americas Machine Learning in Retail Market Size by Country (2017-2022) & ($ Millions)

Table 19. Americas Machine Learning in Retail Market Size Market Share by Country (2017-2022)

Table 20. Americas Machine Learning in Retail Market Size by Type (2017-2022) & ($ Millions)

Table 21. Americas Machine Learning in Retail Market Size Market Share by Type (2017-2022)

Table 22. Americas Machine Learning in Retail Market Size by Application (2017-2022) & ($ Millions)

Table 23. Americas Machine Learning in Retail Market Size Market Share by Application (2017-2022)

Table 24. APAC Machine Learning in Retail Market Size by Region (2017-2022) & ($ Millions)

Table 25. APAC Machine Learning in Retail Market Size Market Share by Region (2017-2022)

Table 26. APAC Machine Learning in Retail Market Size by Type (2017-2022) & ($ Millions)

Table 27. APAC Machine Learning in Retail Market Size Market Share by Type (2017-2022)

Table 28. APAC Machine Learning in Retail Market Size by Application (2017-2022) & ($ Millions)

Table 29. APAC Machine Learning in Retail Market Size Market Share by Application (2017-2022)

Table 30. Europe Machine Learning in Retail Market Size by Country (2017-2022) & ($ Millions)

Table 31. Europe Machine Learning in Retail Market Size Market Share by Country (2017-2022)

Table 32. Europe Machine Learning in Retail Market Size by Type (2017-2022) & ($ Millions)

Table 33. Europe Machine Learning in Retail Market Size Market Share by Type (2017-2022)

Table 34. Europe Machine Learning in Retail Market Size by Application (2017-2022) & ($ Millions)

Table 35. Europe Machine Learning in Retail Market Size Market Share by Application (2017-2022)

Table 36. Middle East & Africa Machine Learning in Retail Market Size by Region (2017-2022) & ($ Millions)

Table 37. Middle East & Africa Machine Learning in Retail Market Size Market Share by Region (2017-2022)

Table 38. Middle East & Africa Machine Learning in Retail Market Size by Type (2017-2022) & ($ Millions)

Table 39. Middle East & Africa Machine Learning in Retail Market Size Market Share by Type (2017-2022)

Table 40. Middle East & Africa Machine Learning in Retail Market Size by Application (2017-2022) & ($ Millions)

Table 41. Middle East & Africa Machine Learning in Retail Market Size Market Share by Application (2017-2022)

Table 42. Key Market Drivers & Growth Opportunities of Machine Learning in Retail

Table 43. Key Market Challenges & Risks of Machine Learning in Retail

Table 44. Key Industry Trends of Machine Learning in Retail

Table 45. Global Machine Learning in Retail Market Size Forecast by Regions (2023-2028) & ($ Millions)

Table 46. Global Machine Learning in Retail Market Size Market Share Forecast by Regions (2023-2028)

Table 47. Global Machine Learning in Retail Market Size Forecast by Type (2023-2028) & ($ Millions)

Table 48. Global Machine Learning in Retail Market Size Market Share Forecast by Type (2023-2028)

Table 49. Global Machine Learning in Retail Market Size Forecast by Application (2023-2028) & ($ Millions)

Table 50. Global Machine Learning in Retail Market Size Market Share Forecast by Application (2023-2028)

Table 51. IBM Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 52. IBM Machine Learning in Retail Product Offered

Table 53. IBM Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 54. IBM Main Business

Table 55. IBM Latest Developments

Table 56. Microsoft Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 57. Microsoft Machine Learning in Retail Product Offered

Table 58. Microsoft Main Business

Table 59. Microsoft Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 60. Microsoft Latest Developments

Table 61. Amazon Web Services Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 62. Amazon Web Services Machine Learning in Retail Product Offered

Table 63. Amazon Web Services Main Business

Table 64. Amazon Web Services Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 65. Amazon Web Services Latest Developments

Table 66. Oracle Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 67. Oracle Machine Learning in Retail Product Offered

Table 68. Oracle Main Business

Table 69. Oracle Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 70. Oracle Latest Developments

Table 71. SAP Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 72. SAP Machine Learning in Retail Product Offered

Table 73. SAP Main Business

Table 74. SAP Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 75. SAP Latest Developments

Table 76. Intel Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 77. Intel Machine Learning in Retail Product Offered

Table 78. Intel Main Business

Table 79. Intel Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 80. Intel Latest Developments

Table 81. NVIDIA Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 82. NVIDIA Machine Learning in Retail Product Offered

Table 83. NVIDIA Main Business

Table 84. NVIDIA Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 85. NVIDIA Latest Developments

Table 86. Google Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 87. Google Machine Learning in Retail Product Offered

Table 88. Google Main Business

Table 89. Google Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 90. Google Latest Developments

Table 91. Sentient Technologies Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 92. Sentient Technologies Machine Learning in Retail Product Offered

Table 93. Sentient Technologies Main Business

Table 94. Sentient Technologies Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 95. Sentient Technologies Latest Developments

Table 96. Salesforce Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 97. Salesforce Machine Learning in Retail Product Offered

Table 98. Salesforce Main Business

Table 99. Salesforce Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 100. Salesforce Latest Developments

Table 101. ViSenze Details, Company Type, Machine Learning in Retail Area Served and Its Competitors

Table 102. ViSenze Machine Learning in Retail Product Offered

Table 103. ViSenze Machine Learning in Retail Revenue ($ million), Gross Margin and Market Share (2020-2022)

Table 104. ViSenze Main Business

Table 105. ViSenze Latest Developments

List of Figures

Figure 1. Machine Learning in Retail Report Years Considered

Figure 2. Research Objectives

Figure 3. Research Methodology

Figure 4. Research Process and Data Source

Figure 5. Global Machine Learning in Retail Market Size Growth Rate 2017-2028 ($ Millions)

Figure 6. Global Machine Learning in Retail Market Size Market Share by Type in 2021

Figure 7. Machine Learning in Retail in Online

Figure 8. Global Machine Learning in Retail Market: Online (2017-2022) & ($ Millions)

Figure 9. Machine Learning in Retail in Offline

Figure 10. Global Machine Learning in Retail Market: Offline (2017-2022) & ($ Millions)

Figure 11. Global Machine Learning in Retail Market Size Market Share by Application in 2021

Figure 12. Global Machine Learning in Retail Revenue Market Share by Player in 2021

Figure 13. Global Machine Learning in Retail Market Size Market Share by Regions (2017-2022)

Figure 14. Americas Machine Learning in Retail Market Size 2017-2022 ($ Millions)

Figure 15. APAC Machine Learning in Retail Market Size 2017-2022 ($ Millions)

Figure 16. Europe Machine Learning in Retail Market Size 2017-2022 ($ Millions)

Figure 17. Middle East & Africa Machine Learning in Retail Market Size 2017-2022 ($ Millions)

Figure 18. Americas Machine Learning in Retail Value Market Share by Country in 2021

Figure 19. Americas Machine Learning in Retail Consumption Market Share by Type in 2021

Figure 20. Americas Machine Learning in Retail Market Size Market Share by Application in 2021

Figure 21. United States Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 22. Canada Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 23. Mexico Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 24. Brazil Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 25. APAC Machine Learning in Retail Market Size Market Share by Region in 2021

Figure 26. APAC Machine Learning in Retail Market Size Market Share by Application in 2021

Figure 27. China Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 28. Japan Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 29. Korea Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 30. Southeast Asia Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 31. India Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 32. Australia Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 33. Europe Machine Learning in Retail Market Size Market Share by Country in 2021

Figure 34. Europe Machine Learning in Retail Market Size Market Share by Type in 2021

Figure 35. Europe Machine Learning in Retail Market Size Market Share by Application in 2021

Figure 36. Germany Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 37. France Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 38. UK Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 39. Italy Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 40. Russia Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 41. Middle East & Africa Machine Learning in Retail Market Size Market Share by Region in 2021

Figure 42. Middle East & Africa Machine Learning in Retail Market Size Market Share by Type in 2021

Figure 43. Middle East & Africa Machine Learning in Retail Market Size Market Share by Application in 2021

Figure 44. Egypt Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 45. South Africa Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 46. Israel Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 47. Turkey Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 48. GCC Country Machine Learning in Retail Market Size Growth 2017-2022 ($ Millions)

Figure 49. Americas Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 50. APAC Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 51. Europe Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 52. Middle East & Africa Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 53. United States Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 54. Canada Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 55. Mexico Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 56. Brazil Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 57. China Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 58. Japan Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 59. Korea Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 60. Southeast Asia Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 61. India Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 62. Australia Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 63. Germany Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 64. France Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 65. UK Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 66. Italy Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 67. Russia Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 68. Spain Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 69. Egypt Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 70. South Africa Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 71. Israel Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 72. Turkey Machine Learning in Retail Market Size 2023-2028 ($ Millions)

Figure 73. GCC Countries Machine Learning in Retail Market Size 2023-2028 ($ Millions)