1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Machine Learning in Communication Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Cloud-Based 1.2.3 On-Premise 1.3 Market by Application 1.3.1 Global Machine Learning in Communication Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Network Optimization 1.3.3 Predictive Maintenance 1.3.4 Virtual Assistants 1.3.5 Robotic Process Automation (RPA) 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Machine Learning in Communication Market Perspective (2016-2027) 2.2 Machine Learning in Communication Growth Trends by Regions 2.2.1 Machine Learning in Communication Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Machine Learning in Communication Historic Market Share by Regions (2016-2021) 2.2.3 Machine Learning in Communication Forecasted Market Size by Regions (2022-2027) 2.3 Machine Learning in Communication Industry Dynamic 2.3.1 Machine Learning in Communication Market Trends 2.3.2 Machine Learning in Communication Market Drivers 2.3.3 Machine Learning in Communication Market Challenges 2.3.4 Machine Learning in Communication Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Machine Learning in Communication Players by Revenue 3.1.1 Global Top Machine Learning in Communication Players by Revenue (2016-2021) 3.1.2 Global Machine Learning in Communication Revenue Market Share by Players (2016-2021) 3.2 Global Machine Learning in Communication Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Machine Learning in Communication Revenue 3.4 Global Machine Learning in Communication Market Concentration Ratio 3.4.1 Global Machine Learning in Communication Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Machine Learning in Communication Revenue in 2020 3.5 Machine Learning in Communication Key Players Head office and Area Served 3.6 Key Players Machine Learning in Communication Product Solution and Service 3.7 Date of Enter into Machine Learning in Communication Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Machine Learning in Communication Breakdown Data by Type 4.1 Global Machine Learning in Communication Historic Market Size by Type (2016-2021) 4.2 Global Machine Learning in Communication Forecasted Market Size by Type (2022-2027) 5 Machine Learning in Communication Breakdown Data by Application 5.1 Global Machine Learning in Communication Historic Market Size by Application (2016-2021) 5.2 Global Machine Learning in Communication Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Machine Learning in Communication Market Size (2016-2027) 6.2 North America Machine Learning in Communication Market Size by Type 6.2.1 North America Machine Learning in Communication Market Size by Type (2016-2021) 6.2.2 North America Machine Learning in Communication Market Size by Type (2022-2027) 6.2.3 North America Machine Learning in Communication Market Size by Type (2016-2027) 6.3 North America Machine Learning in Communication Market Size by Application 6.3.1 North America Machine Learning in Communication Market Size by Application (2016-2021) 6.3.2 North America Machine Learning in Communication Market Size by Application (2022-2027) 6.3.3 North America Machine Learning in Communication Market Size by Application (2016-2027) 6.4 North America Machine Learning in Communication Market Size by Country 6.4.1 North America Machine Learning in Communication Market Size by Country (2016-2021) 6.4.2 North America Machine Learning in Communication Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Machine Learning in Communication Market Size (2016-2027) 7.2 Europe Machine Learning in Communication Market Size by Type 7.2.1 Europe Machine Learning in Communication Market Size by Type (2016-2021) 7.2.2 Europe Machine Learning in Communication Market Size by Type (2022-2027) 7.2.3 Europe Machine Learning in Communication Market Size by Type (2016-2027) 7.3 Europe Machine Learning in Communication Market Size by Application 7.3.1 Europe Machine Learning in Communication Market Size by Application (2016-2021) 7.3.2 Europe Machine Learning in Communication Market Size by Application (2022-2027) 7.3.3 Europe Machine Learning in Communication Market Size by Application (2016-2027) 7.4 Europe Machine Learning in Communication Market Size by Country 7.4.1 Europe Machine Learning in Communication Market Size by Country (2016-2021) 7.4.2 Europe Machine Learning in Communication Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Machine Learning in Communication Market Size (2016-2027) 8.2 Asia-Pacific Machine Learning in Communication Market Size by Type 8.2.1 Asia-Pacific Machine Learning in Communication Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Machine Learning in Communication Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Machine Learning in Communication Market Size by Type (2016-2027) 8.3 Asia-Pacific Machine Learning in Communication Market Size by Application 8.3.1 Asia-Pacific Machine Learning in Communication Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Machine Learning in Communication Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Machine Learning in Communication Market Size by Application (2016-2027) 8.4 Asia-Pacific Machine Learning in Communication Market Size by Region 8.4.1 Asia-Pacific Machine Learning in Communication Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Machine Learning in Communication Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Machine Learning in Communication Market Size (2016-2027) 9.2 Latin America Machine Learning in Communication Market Size by Type 9.2.1 Latin America Machine Learning in Communication Market Size by Type (2016-2021) 9.2.2 Latin America Machine Learning in Communication Market Size by Type (2022-2027) 9.2.3 Latin America Machine Learning in Communication Market Size by Type (2016-2027) 9.3 Latin America Machine Learning in Communication Market Size by Application 9.3.1 Latin America Machine Learning in Communication Market Size by Application (2016-2021) 9.3.2 Latin America Machine Learning in Communication Market Size by Application (2022-2027) 9.3.3 Latin America Machine Learning in Communication Market Size by Application (2016-2027) 9.4 Latin America Machine Learning in Communication Market Size by Country 9.4.1 Latin America Machine Learning in Communication Market Size by Country (2016-2021) 9.4.2 Latin America Machine Learning in Communication Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Machine Learning in Communication Market Size (2016-2027) 10.2 Middle East & Africa Machine Learning in Communication Market Size by Type 10.2.1 Middle East & Africa Machine Learning in Communication Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Machine Learning in Communication Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Machine Learning in Communication Market Size by Type (2016-2027) 10.3 Middle East & Africa Machine Learning in Communication Market Size by Application 10.3.1 Middle East & Africa Machine Learning in Communication Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Machine Learning in Communication Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Machine Learning in Communication Market Size by Application (2016-2027) 10.4 Middle East & Africa Machine Learning in Communication Market Size by Country 10.4.1 Middle East & Africa Machine Learning in Communication Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Machine Learning in Communication Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 Amazon 11.1.1 Amazon Company Details 11.1.2 Amazon Business Overview 11.1.3 Amazon Machine Learning in Communication Introduction 11.1.4 Amazon Revenue in Machine Learning in Communication Business (2016-2021) 11.1.5 Amazon Recent Development 11.2 IBM 11.2.1 IBM Company Details 11.2.2 IBM Business Overview 11.2.3 IBM Machine Learning in Communication Introduction 11.2.4 IBM Revenue in Machine Learning in Communication Business (2016-2021) 11.2.5 IBM Recent Development 11.3 Microsoft 11.3.1 Microsoft Company Details 11.3.2 Microsoft Business Overview 11.3.3 Microsoft Machine Learning in Communication Introduction 11.3.4 Microsoft Revenue in Machine Learning in Communication Business (2016-2021) 11.3.5 Microsoft Recent Development 11.4 Google 11.4.1 Google Company Details 11.4.2 Google Business Overview 11.4.3 Google Machine Learning in Communication Introduction 11.4.4 Google Revenue in Machine Learning in Communication Business (2016-2021) 11.4.5 Google Recent Development 11.5 Nextiva 11.5.1 Nextiva Company Details 11.5.2 Nextiva Business Overview 11.5.3 Nextiva Machine Learning in Communication Introduction 11.5.4 Nextiva Revenue in Machine Learning in Communication Business (2016-2021) 11.5.5 Nextiva Recent Development 11.6 Nexmo 11.6.1 Nexmo Company Details 11.6.2 Nexmo Business Overview 11.6.3 Nexmo Machine Learning in Communication Introduction 11.6.4 Nexmo Revenue in Machine Learning in Communication Business (2016-2021) 11.6.5 Nexmo Recent Development 11.7 Twilio 11.7.1 Twilio Company Details 11.7.2 Twilio Business Overview 11.7.3 Twilio Machine Learning in Communication Introduction 11.7.4 Twilio Revenue in Machine Learning in Communication Business (2016-2021) 11.7.5 Twilio Recent Development 11.8 Dialpad 11.8.1 Dialpad Company Details 11.8.2 Dialpad Business Overview 11.8.3 Dialpad Machine Learning in Communication Introduction 11.8.4 Dialpad Revenue in Machine Learning in Communication Business (2016-2021) 11.8.5 Dialpad Recent Development 11.9 Cisco 11.9.1 Cisco Company Details 11.9.2 Cisco Business Overview 11.9.3 Cisco Machine Learning in Communication Introduction 11.9.4 Cisco Revenue in Machine Learning in Communication Business (2016-2021) 11.9.5 Cisco Recent Development 11.10 RingCentral 11.10.1 RingCentral Company Details 11.10.2 RingCentral Business Overview 11.10.3 RingCentral Machine Learning in Communication Introduction 11.10.4 RingCentral Revenue in Machine Learning in Communication Business (2016-2021) 11.10.5 RingCentral Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Machine Learning in Communication Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Cloud-Based Table 3. Key Players of On-Premise Table 4. Global Machine Learning in Communication Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Machine Learning in Communication Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Machine Learning in Communication Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Machine Learning in Communication Market Share by Regions (2016-2021) Table 8. Global Machine Learning in Communication Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Machine Learning in Communication Market Share by Regions (2022-2027) Table 10. Machine Learning in Communication Market Trends Table 11. Machine Learning in Communication Market Drivers Table 12. Machine Learning in Communication Market Challenges Table 13. Machine Learning in Communication Market Restraints Table 14. Global Machine Learning in Communication Revenue by Players (2016-2021) & (US$ Million) Table 15. Global Machine Learning in Communication Market Share by Players (2016-2021) Table 16. Global Top Machine Learning in Communication Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Communication as of 2020) Table 17. Ranking of Global Top Machine Learning in Communication Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Machine Learning in Communication Revenue (CR5 and HHI) & (2016-2021) Table 19. Key Players Headquarters and Area Served Table 20. Key Players Machine Learning in Communication Product Solution and Service Table 21. Date of Enter into Machine Learning in Communication Market Table 22. Mergers & Acquisitions, Expansion Plans Table 23. Global Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 24. Global Machine Learning in Communication Revenue Market Share by Type (2016-2021) Table 25. Global Machine Learning in Communication Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Machine Learning in Communication Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Machine Learning in Communication Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Machine Learning in Communication Revenue Market Share by Application (2016-2021) Table 29. Global Machine Learning in Communication Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Machine Learning in Communication Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 32. North America Machine Learning in Communication Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Machine Learning in Communication Market Size by Application (2016-2021) (US$ Million) Table 34. North America Machine Learning in Communication Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Machine Learning in Communication Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Machine Learning in Communication Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Machine Learning in Communication Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Machine Learning in Communication Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Machine Learning in Communication Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Machine Learning in Communication Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Machine Learning in Communication Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Machine Learning in Communication Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Machine Learning in Communication Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Machine Learning in Communication Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Machine Learning in Communication Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Machine Learning in Communication Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Machine Learning in Communication Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Machine Learning in Communication Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Machine Learning in Communication Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Machine Learning in Communication Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Machine Learning in Communication Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Machine Learning in Communication Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Machine Learning in Communication Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Machine Learning in Communication Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Machine Learning in Communication Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Machine Learning in Communication Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Machine Learning in Communication Market Size by Country (2022-2027) & (US$ Million) Table 61. Amazon Company Details Table 62. Amazon Business Overview Table 63. Amazon Machine Learning in Communication Product Table 64. Amazon Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 65. Amazon Recent Development Table 66. IBM Company Details Table 67. IBM Business Overview Table 68. IBM Machine Learning in Communication Product Table 69. IBM Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 70. IBM Recent Development Table 71. Microsoft Company Details Table 72. Microsoft Business Overview Table 73. Microsoft Machine Learning in Communication Product Table 74. Microsoft Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 75. Microsoft Recent Development Table 76. Google Company Details Table 77. Google Business Overview Table 78. Google Machine Learning in Communication Product Table 79. Google Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 80. Google Recent Development Table 81. Nextiva Company Details Table 82. Nextiva Business Overview Table 83. Nextiva Machine Learning in Communication Product Table 84. Nextiva Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 85. Nextiva Recent Development Table 86. Nexmo Company Details Table 87. Nexmo Business Overview Table 88. Nexmo Machine Learning in Communication Product Table 89. Nexmo Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 90. Nexmo Recent Development Table 91. Twilio Company Details Table 92. Twilio Business Overview Table 93. Twilio Machine Learning in Communication Product Table 94. Twilio Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 95. Twilio Recent Development Table 96. Dialpad Company Details Table 97. Dialpad Business Overview Table 98. Dialpad Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 99. Dialpad Recent Development Table 100. Cisco Company Details Table 101. Cisco Business Overview Table 102. Cisco Machine Learning in Communication Product Table 103. Cisco Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 104. Cisco Recent Development Table 105. RingCentral Company Details Table 106. RingCentral Business Overview Table 107. RingCentral Machine Learning in Communication Product Table 108. RingCentral Revenue in Machine Learning in Communication Business (2016-2021) & (US$ Million) Table 109. RingCentral Recent Development Table 110. Research Programs/Design for This Report Table 111. Key Data Information from Secondary Sources Table 112. Key Data Information from Primary Sources List of Figures Figure 1. Global Machine Learning in Communication Market Share by Type: 2020 VS 2027 Figure 2. Cloud-Based Features Figure 3. On-Premise Features Figure 4. Global Machine Learning in Communication Market Share by Application: 2020 VS 2027 Figure 5. Network Optimization Case Studies Figure 6. Predictive Maintenance Case Studies Figure 7. Virtual Assistants Case Studies Figure 8. Robotic Process Automation (RPA) Case Studies Figure 9. Machine Learning in Communication Report Years Considered Figure 10. Global Machine Learning in Communication Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 11. Global Machine Learning in Communication Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 12. Global Machine Learning in Communication Market Share by Regions: 2020 VS 2027 Figure 13. Global Machine Learning in Communication Market Share by Regions (2022-2027) Figure 14. Global Machine Learning in Communication Market Share by Players in 2020 Figure 15. Global Top Machine Learning in Communication Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Communication as of 2020 Figure 16. The Top 10 and 5 Players Market Share by Machine Learning in Communication Revenue in 2020 Figure 17. Global Machine Learning in Communication Revenue Market Share by Type (2016-2021) Figure 18. Global Machine Learning in Communication Revenue Market Share by Type (2022-2027) Figure 19. North America Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 20. North America Machine Learning in Communication Market Share by Type (2016-2027) Figure 21. North America Machine Learning in Communication Market Share by Application (2016-2027) Figure 22. North America Machine Learning in Communication Market Share by Country (2016-2027) Figure 23. United States Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Canada Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 26. Europe Machine Learning in Communication Market Share by Type (2016-2027) Figure 27. Europe Machine Learning in Communication Market Share by Application (2016-2027) Figure 28. Europe Machine Learning in Communication Market Share by Country (2016-2027) Figure 29. Germany Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. France Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. U.K. Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Italy Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Russia Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Nordic Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 36. Asia-Pacific Machine Learning in Communication Market Share by Type (2016-2027) Figure 37. Asia-Pacific Machine Learning in Communication Market Share by Application (2016-2027) Figure 38. Asia-Pacific Machine Learning in Communication Market Share by Region (2016-2027) Figure 39. China Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Japan Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. South Korea Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Southeast Asia Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. India Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Australia Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 46. Latin America Machine Learning in Communication Market Share by Type (2016-2027) Figure 47. Latin America Machine Learning in Communication Market Share by Application (2016-2027) Figure 48. Latin America Machine Learning in Communication Market Share by Country (2016-2027) Figure 49. Mexico Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Brazil Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Middle East & Africa Machine Learning in Communication Market Share by Type (2016-2027) Figure 53. Middle East & Africa Machine Learning in Communication Market Share by Application (2016-2027) Figure 54. Middle East & Africa Machine Learning in Communication Market Share by Country (2016-2027) Figure 55. Turkey Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. Saudi Arabia Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. UAE Machine Learning in Communication Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. Amazon Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 59. IBM Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 60. Microsoft Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 61. Google Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 62. Nextiva Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 63. Nexmo Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 64. Twilio Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 65. Dialpad Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 66. Cisco Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 67. RingCentral Revenue Growth Rate in Machine Learning in Communication Business (2016-2021) Figure 68. Bottom-up and Top-down Approaches for This Report Figure 69. Data Triangulation Figure 70. Key Executives Interviewed