List of Tables
Table 1. Global Machine Learning in Retail Market Size Growth Rate by Type (US$ Million), 2019 VS 2023 VS 2030
Table 2. Key Players of Cloud Based
Table 3. Key Players of On-Premises
Table 4. Global Machine Learning in Retail Market Size Growth Rate by Application (US$ Million), 2019 VS 2023 VS 2030
Table 5. Global Machine Learning in Retail Market Size Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Machine Learning in Retail Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Machine Learning in Retail Market Share by Region (2019-2024)
Table 8. Global Machine Learning in Retail Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Machine Learning in Retail Market Share by Region (2025-2030)
Table 10. Machine Learning in Retail Market Trends
Table 11. Machine Learning in Retail Market Drivers
Table 12. Machine Learning in Retail Market Challenges
Table 13. Machine Learning in Retail Market Restraints
Table 14. Global Machine Learning in Retail Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Machine Learning in Retail Revenue Share by Players (2019-2024)
Table 16. Global Top Machine Learning in Retail by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Retail as of 2023)
Table 17. Global Machine Learning in Retail Industry Ranking 2022 VS 2023 VS 2024
Table 18. Global 5 Largest Players Market Share by Machine Learning in Retail Revenue (CR5 and HHI) & (2019-2024)
Table 19. Global Key Players of Machine Learning in Retail, Headquarters and Area Served
Table 20. Global Key Players of Machine Learning in Retail, Product and Application
Table 21. Global Key Players of Machine Learning in Retail, Product and Application
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Machine Learning in Retail Revenue Market Share by Type (2019-2024)
Table 25. Global Machine Learning in Retail Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Machine Learning in Retail Revenue Market Share by Type (2025-2030)
Table 27. Global Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Machine Learning in Retail Revenue Share by Application (2019-2024)
Table 29. Global Machine Learning in Retail Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Machine Learning in Retail Revenue Share by Application (2025-2030)
Table 31. North America Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 32. North America Machine Learning in Retail Market Size by Type (2025-2030) & (US$ Million)
Table 33. North America Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 34. North America Machine Learning in Retail Market Size by Application (2025-2030) & (US$ Million)
Table 35. North America Machine Learning in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 36. North America Machine Learning in Retail Market Size by Country (2019-2024) & (US$ Million)
Table 37. North America Machine Learning in Retail Market Size by Country (2025-2030) & (US$ Million)
Table 38. Europe Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 39. Europe Machine Learning in Retail Market Size by Type (2025-2030) & (US$ Million)
Table 40. Europe Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 41. Europe Machine Learning in Retail Market Size by Application (2025-2030) & (US$ Million)
Table 42. Europe Machine Learning in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 43. Europe Machine Learning in Retail Market Size by Country (2019-2024) & (US$ Million)
Table 44. Europe Machine Learning in Retail Market Size by Country (2025-2030) & (US$ Million)
Table 45. China Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 46. China Machine Learning in Retail Market Size by Type (2025-2030) & (US$ Million)
Table 47. China Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 48. China Machine Learning in Retail Market Size by Application (2025-2030) & (US$ Million)
Table 49. Asia Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 50. Asia Machine Learning in Retail Market Size by Type (2025-2030) & (US$ Million)
Table 51. Asia Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 52. Asia Machine Learning in Retail Market Size by Application (2025-2030) & (US$ Million)
Table 53. Asia Machine Learning in Retail Growth Rate (CAGR) by Region (US$ Million): 2019 VS 2023 VS 2030
Table 54. Asia Machine Learning in Retail Market Size by Region (2019-2024) & (US$ Million)
Table 55. Asia Machine Learning in Retail Market Size by Region (2025-2030) & (US$ Million)
Table 56. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Type (2019-2024) & (US$ Million)
Table 57. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Type (2025-2030) & (US$ Million)
Table 58. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Application (2019-2024) & (US$ Million)
Table 59. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Application (2025-2030) & (US$ Million)
Table 60. Middle East, Africa, and Latin America Machine Learning in Retail Growth Rate (CAGR) by Country (US$ Million): 2019 VS 2023 VS 2030
Table 61. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Country (2019-2024) & (US$ Million)
Table 62. Middle East, Africa, and Latin America Machine Learning in Retail Market Size by Country (2025-2030) & (US$ Million)
Table 63. IBM Company Details
Table 64. IBM Business Overview
Table 65. IBM Machine Learning in Retail Product
Table 66. IBM Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 67. IBM Recent Developments
Table 68. Microsoft Company Details
Table 69. Microsoft Business Overview
Table 70. Microsoft Machine Learning in Retail Product
Table 71. Microsoft Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 72. Microsoft Recent Developments
Table 73. Amazon Web Services Company Details
Table 74. Amazon Web Services Business Overview
Table 75. Amazon Web Services Machine Learning in Retail Product
Table 76. Amazon Web Services Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 77. Amazon Web Services Recent Developments
Table 78. Oracle Company Details
Table 79. Oracle Business Overview
Table 80. Oracle Machine Learning in Retail Product
Table 81. Oracle Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 82. Oracle Recent Developments
Table 83. SAP Company Details
Table 84. SAP Business Overview
Table 85. SAP Machine Learning in Retail Product
Table 86. SAP Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 87. SAP Recent Developments
Table 88. Intel Company Details
Table 89. Intel Business Overview
Table 90. Intel Machine Learning in Retail Product
Table 91. Intel Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 92. Intel Recent Developments
Table 93. NVIDIA Company Details
Table 94. NVIDIA Business Overview
Table 95. NVIDIA Machine Learning in Retail Product
Table 96. NVIDIA Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 97. NVIDIA Recent Developments
Table 98. Google Company Details
Table 99. Google Business Overview
Table 100. Google Machine Learning in Retail Product
Table 101. Google Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 102. Google Recent Developments
Table 103. Sentient Technologies Company Details
Table 104. Sentient Technologies Business Overview
Table 105. Sentient Technologies Machine Learning in Retail Product
Table 106. Sentient Technologies Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 107. Sentient Technologies Recent Developments
Table 108. Salesforce Company Details
Table 109. Salesforce Business Overview
Table 110. Salesforce Machine Learning in Retail Product
Table 111. Salesforce Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 112. Salesforce Recent Developments
Table 113. ViSenze Company Details
Table 114. ViSenze Business Overview
Table 115. ViSenze Machine Learning in Retail Product
Table 116. ViSenze Revenue in Machine Learning in Retail Business (2019-2024) & (US$ Million)
Table 117. ViSenze Recent Developments
Table 118. Research Programs/Design for This Report
Table 119. Key Data Information from Secondary Sources
Table 120. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Machine Learning in Retail Market Size Growth Rate by Type, 2019 VS 2023 VS 2030 (US$ Million)
Figure 2. Global Machine Learning in Retail Market Share by Type: 2023 VS 2030
Figure 3. Cloud Based Features
Figure 4. On-Premises Features
Figure 5. Global Machine Learning in Retail Market Size Growth Rate by Application, 2019 VS 2023 VS 2030 (US$ Million)
Figure 6. Global Machine Learning in Retail Market Share by Application: 2023 VS 2030
Figure 7. Online Case Studies
Figure 8. Offline Case Studies
Figure 9. Machine Learning in Retail Report Years Considered
Figure 10. Global Machine Learning in Retail Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 11. Global Machine Learning in Retail Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 12. Global Machine Learning in Retail Market Share by Region: 2023 VS 2030
Figure 13. Global Machine Learning in Retail Market Share by Players in 2023
Figure 14. 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 2023)
Figure 15. The Top 10 and 5 Players Market Share by Machine Learning in Retail Revenue in 2023
Figure 16. North America Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 17. North America Machine Learning in Retail Market Share by Type (2019-2030)
Figure 18. North America Machine Learning in Retail Market Share by Application (2019-2030)
Figure 19. North America Machine Learning in Retail Market Share by Country (2019-2030)
Figure 20. United States Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 21. Canada Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Europe Machine Learning in Retail Market Size YoY (2019-2030) & (US$ Million)
Figure 23. Europe Machine Learning in Retail Market Share by Type (2019-2030)
Figure 24. Europe Machine Learning in Retail Market Share by Application (2019-2030)
Figure 25. Europe Machine Learning in Retail Market Share by Country (2019-2030)
Figure 26. Germany Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. France Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. U.K. Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Italy Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Russia Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Nordic Countries Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. China Machine Learning in Retail Market Size YoY (2019-2030) & (US$ Million)
Figure 33. China Machine Learning in Retail Market Share by Type (2019-2030)
Figure 34. China Machine Learning in Retail Market Share by Application (2019-2030)
Figure 35. Asia Machine Learning in Retail Market Size YoY (2019-2030) & (US$ Million)
Figure 36. Asia Machine Learning in Retail Market Share by Type (2019-2030)
Figure 37. Asia Machine Learning in Retail Market Share by Application (2019-2030)
Figure 38. Asia Machine Learning in Retail Market Share by Region (2019-2030)
Figure 39. Japan Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. South Korea Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 41. China Taiwan Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Southeast Asia Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. India Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Australia Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 45. Middle East, Africa, and Latin America Machine Learning in Retail Market Size YoY (2019-2030) & (US$ Million)
Figure 46. Middle East, Africa, and Latin America Machine Learning in Retail Market Share by Type (2019-2030)
Figure 47. Middle East, Africa, and Latin America Machine Learning in Retail Market Share by Application (2019-2030)
Figure 48. Middle East, Africa, and Latin America Machine Learning in Retail Market Share by Country (2019-2030)
Figure 49. Brazil Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 50. Mexico Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 51. Turkey Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 52. Saudi Arabia Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 53. Israel Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 54. GCC Countries Machine Learning in Retail Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 55. IBM Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 56. Microsoft Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 57. Amazon Web Services Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 58. Oracle Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 59. SAP Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 60. Intel Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 61. NVIDIA Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 62. Google Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 63. Sentient Technologies Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 64. Salesforce Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 65. ViSenze Revenue Growth Rate in Machine Learning in Retail Business (2019-2024)
Figure 66. Bottom-up and Top-down Approaches for This Report
Figure 67. Data Triangulation
Figure 68. Key Executives Interviewed