1 Market Overview

1.1 Product Overview and Scope of Machine Learning in Communication

1.2 Classification of Machine Learning in Communication by Type

1.2.1 Overview: Global Machine Learning in Communication Market Size by Type: 2020 Versus 2021 Versus 2026

1.2.2 Global Machine Learning in Communication Revenue Market Share by Type in 2020

1.2.3 Cloud-Based

1.2.4 On-Premise

1.3 Global Machine Learning in Communication Market by Application

1.3.1 Overview: Global Machine Learning in Communication Market Size by Application: 2020 Versus 2021 Versus 2026

1.3.2 Network Optimization

1.3.3 Predictive Maintenance

1.3.4 Virtual Assistants

1.3.5 Robotic Process Automation (RPA)

1.4 Global Machine Learning in Communication Market Size & Forecast

1.5 Global Machine Learning in Communication Market Size and Forecast by Region

1.5.1 Global Machine Learning in Communication Market Size by Region: 2016 VS 2021 VS 2026

1.5.2 Global Machine Learning in Communication Market Size by Region, (2016-2021)

1.5.3 North America Machine Learning in Communication Market Size and Prospect (2016-2026)

1.5.4 Europe Machine Learning in Communication Market Size and Prospect (2016-2026)

1.5.5 Asia-Pacific Machine Learning in Communication Market Size and Prospect (2016-2026)

1.5.6 South America Machine Learning in Communication Market Size and Prospect (2016-2026)

1.5.7 Middle East and Africa Machine Learning in Communication Market Size and Prospect (2016-2026)

1.6 Market Drivers, Restraints and Trends

1.6.1 Machine Learning in Communication Market Drivers

1.6.2 Machine Learning in Communication Market Restraints

1.6.3 Machine Learning in Communication Trends Analysis

2 Company Profiles

2.1 Amazon

2.1.1 Amazon Details

2.1.2 Amazon Major Business

2.1.3 Amazon Machine Learning in Communication Product and Solutions

2.1.4 Amazon Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.1.5 Amazon Recent Developments and Future Plans

2.2 IBM

2.2.1 IBM Details

2.2.2 IBM Major Business

2.2.3 IBM Machine Learning in Communication Product and Solutions

2.2.4 IBM Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.2.5 IBM Recent Developments and Future Plans

2.3 Microsoft

2.3.1 Microsoft Details

2.3.2 Microsoft Major Business

2.3.3 Microsoft Machine Learning in Communication Product and Solutions

2.3.4 Microsoft Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.3.5 Microsoft Recent Developments and Future Plans

2.4 Google

2.4.1 Google Details

2.4.2 Google Major Business

2.4.3 Google Machine Learning in Communication Product and Solutions

2.4.4 Google Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.4.5 Google Recent Developments and Future Plans

2.5 Nextiva

2.5.1 Nextiva Details

2.5.2 Nextiva Major Business

2.5.3 Nextiva Machine Learning in Communication Product and Solutions

2.5.4 Nextiva Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.5.5 Nextiva Recent Developments and Future Plans

2.6 Nexmo

2.6.1 Nexmo Details

2.6.2 Nexmo Major Business

2.6.3 Nexmo Machine Learning in Communication Product and Solutions

2.6.4 Nexmo Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.6.5 Nexmo Recent Developments and Future Plans

2.7 Twilio

2.7.1 Twilio Details

2.7.2 Twilio Major Business

2.7.3 Twilio Machine Learning in Communication Product and Solutions

2.7.4 Twilio Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.7.5 Twilio Recent Developments and Future Plans

2.8 Dialpad

2.8.1 Dialpad Details

2.8.2 Dialpad Major Business

2.8.3 Dialpad Machine Learning in Communication Product and Solutions

2.8.4 Dialpad Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.8.5 Dialpad Recent Developments and Future Plans

2.9 Cisco

2.9.1 Cisco Details

2.9.2 Cisco Major Business

2.9.3 Cisco Machine Learning in Communication Product and Solutions

2.9.4 Cisco Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.9.5 Cisco Recent Developments and Future Plans

2.10 RingCentral

2.10.1 RingCentral Details

2.10.2 RingCentral Major Business

2.10.3 RingCentral Machine Learning in Communication Product and Solutions

2.10.4 RingCentral Machine Learning in Communication Revenue, Gross Margin and Market Share (2019-2021)

2.10.5 RingCentral Recent Developments and Future Plans

3 Market Competition, by Players

3.1 Global Machine Learning in Communication Revenue and Share by Players (2019-2021)

3.2 Market Concentration Rate

3.2.1 Top 3 Machine Learning in Communication Players Market Share

3.2.2 Top 10 Machine Learning in Communication Players Market Share

3.2.3 Market Competition Trend

3.3 Machine Learning in Communication Players Head Office, Products and Services Provided

3.4 Mergers & Acquisitions

3.5 New Entrants and Expansion Plans

4 Market Size Segment by Type

4.1 Global Machine Learning in Communication Revenue and Market Share by Type (2016-2021)

4.2 Global Machine Learning in Communication Market Forecast by Type (2021-2026)

5 Market Size Segment by Application

5.1 Global Machine Learning in Communication Revenue Market Share by Application (2016-2021)

5.2 Machine Learning in Communication Market Forecast by Application (2021-2026)

6 North America by Country, by Type, and by Application

6.1 North America Machine Learning in Communication Revenue by Type (2016-2026)

6.2 North America Machine Learning in Communication Revenue by Application (2016-2026)

6.3 North America Machine Learning in Communication Market Size by Country

6.3.1 North America Machine Learning in Communication Revenue by Country (2016-2026)

6.3.2 United States Machine Learning in Communication Market Size and Forecast (2016-2026)

6.3.3 Canada Machine Learning in Communication Market Size and Forecast (2016-2026)

6.3.4 Mexico Machine Learning in Communication Market Size and Forecast (2016-2026)

7 Europe by Country, by Type, and by Application

7.1 Europe Machine Learning in Communication Revenue by Type (2016-2026)

7.2 Europe Machine Learning in Communication Revenue by Application (2016-2026)

7.3 Europe Machine Learning in Communication Market Size by Country

7.3.1 Europe Machine Learning in Communication Revenue by Country (2016-2026)

7.3.2 Germany Machine Learning in Communication Market Size and Forecast (2016-2026)

7.3.3 France Machine Learning in Communication Market Size and Forecast (2016-2026)

7.3.4 United Kingdom Machine Learning in Communication Market Size and Forecast (2016-2026)

7.3.5 Russia Machine Learning in Communication Market Size and Forecast (2016-2026)

7.3.6 Italy Machine Learning in Communication Market Size and Forecast (2016-2026)

8 Asia-Pacific by Region, by Type, and by Application

8.1 Asia-Pacific Machine Learning in Communication Revenue by Type (2016-2026)

8.2 Asia-Pacific Machine Learning in Communication Revenue by Application (2016-2026)

8.3 Asia-Pacific Machine Learning in Communication Market Size by Region

8.3.1 Asia-Pacific Machine Learning in Communication Revenue by Region (2016-2026)

8.3.2 China Machine Learning in Communication Market Size and Forecast (2016-2026)

8.3.3 Japan Machine Learning in Communication Market Size and Forecast (2016-2026)

8.3.4 South Korea Machine Learning in Communication Market Size and Forecast (2016-2026)

8.3.5 India Machine Learning in Communication Market Size and Forecast (2016-2026)

8.3.6 Southeast Asia Machine Learning in Communication Market Size and Forecast (2016-2026)

8.3.7 Australia Machine Learning in Communication Market Size and Forecast (2016-2026)

9 South America by Country, by Type, and by Application

9.1 South America Machine Learning in Communication Revenue by Type (2016-2026)

9.2 South America Machine Learning in Communication Revenue by Application (2016-2026)

9.3 South America Machine Learning in Communication Market Size by Country

9.3.1 South America Machine Learning in Communication Revenue by Country (2016-2026)

9.3.2 Brazil Machine Learning in Communication Market Size and Forecast (2016-2026)

9.3.3 Argentina Machine Learning in Communication Market Size and Forecast (2016-2026)

10 Middle East & Africa by Country, by Type, and by Application

10.1 Middle East & Africa Machine Learning in Communication Revenue by Type (2016-2026)

10.2 Middle East & Africa Machine Learning in Communication Revenue by Application (2016-2026)

10.3 Middle East & Africa Machine Learning in Communication Market Size by Country

10.3.1 Middle East & Africa Machine Learning in Communication Revenue by Country (2016-2026)

10.3.2 Turkey Machine Learning in Communication Market Size and Forecast (2016-2026)

10.3.3 Saudi Arabia Machine Learning in Communication Market Size and Forecast (2016-2026)

10.3.4 UAE Machine Learning in Communication Market Size and Forecast (2016-2026)

11 Research Findings and Conclusion

12 Appendix

12.1 Methodology

12.2 Research Process and Data Source

12.3 Disclaimer

List of Tables

Table 1. Global Machine Learning in Communication Revenue by Type, (USD Million), 2020 VS 2021 VS 2026

Table 2. Global Machine Learning in Communication Revenue by Application, (USD Million), 2020 VS 2021 VS 2026

Table 3. Global Market Machine Learning in Communication Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026)

Table 4. Global Machine Learning in Communication Revenue (USD Million) by Region (2016-2021)

Table 5. Global Machine Learning in Communication Revenue Market Share by Region (2021-2026)

Table 6. Amazon Corporate Information, Head Office, and Major Competitors

Table 7. Amazon Major Business

Table 8. Amazon Machine Learning in Communication Product and Solutions

Table 9. Amazon Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 10. IBM Corporate Information, Head Office, and Major Competitors

Table 11. IBM Major Business

Table 12. IBM Machine Learning in Communication Product and Solutions

Table 13. IBM Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 14. Microsoft Corporate Information, Head Office, and Major Competitors

Table 15. Microsoft Major Business

Table 16. Microsoft Machine Learning in Communication Product and Solutions

Table 17. Microsoft Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 18. Google Corporate Information, Head Office, and Major Competitors

Table 19. Google Major Business

Table 20. Google Machine Learning in Communication Product and Solutions

Table 21. Google Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 22. Nextiva Corporate Information, Head Office, and Major Competitors

Table 23. Nextiva Major Business

Table 24. Nextiva Machine Learning in Communication Product and Solutions

Table 25. Nextiva Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 26. Nexmo Corporate Information, Head Office, and Major Competitors

Table 27. Nexmo Major Business

Table 28. Nexmo Machine Learning in Communication Product and Solutions

Table 29. Nexmo Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 30. Twilio Corporate Information, Head Office, and Major Competitors

Table 31. Twilio Major Business

Table 32. Twilio Machine Learning in Communication Product and Solutions

Table 33. Twilio Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 34. Dialpad Corporate Information, Head Office, and Major Competitors

Table 35. Dialpad Major Business

Table 36. Dialpad Machine Learning in Communication Product and Solutions

Table 37. Dialpad Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 38. Cisco Corporate Information, Head Office, and Major Competitors

Table 39. Cisco Major Business

Table 40. Cisco Machine Learning in Communication Product and Solutions

Table 41. Cisco Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 42. RingCentral Corporate Information, Head Office, and Major Competitors

Table 43. RingCentral Major Business

Table 44. RingCentral Machine Learning in Communication Product and Solutions

Table 45. RingCentral Machine Learning in Communication Revenue (USD Million), Gross Margin and Market Share (2019-2021)

Table 46. Global Machine Learning in Communication Revenue (USD Million) by Players (2019-2021)

Table 47. Global Machine Learning in Communication Revenue Share by Players (2019-2021)

Table 48. Breakdown of Machine Learning in Communication by Company Type (Tier 1, Tier 2 and Tier 3)

Table 49. Machine Learning in Communication Players Head Office, Products and Services Provided

Table 50. Machine Learning in Communication Mergers & Acquisitions in the Past Five Years

Table 51. Machine Learning in Communication New Entrants and Expansion Plans

Table 52. Global Machine Learning in Communication Revenue (USD Million) by Type (2016-2021)

Table 53. Global Machine Learning in Communication Revenue Share by Type (2016-2021)

Table 54. Global Machine Learning in Communication Revenue Forecast by Type (2021-2026)

Table 55. Global Machine Learning in Communication Revenue by Application (2016-2021)

Table 56. Global Machine Learning in Communication Revenue Forecast by Application (2021-2026)

Table 57. North America Machine Learning in Communication Revenue by Type (2016-2021) & (USD Million)

Table 58. North America Machine Learning in Communication Revenue by Type (2021-2026) & (USD Million)

Table 59. North America Machine Learning in Communication Revenue by Application (2016-2021) & (USD Million)

Table 60. North America Machine Learning in Communication Revenue by Application (2021-2026) & (USD Million)

Table 61. North America Machine Learning in Communication Revenue by Country (2016-2021) & (USD Million)

Table 62. North America Machine Learning in Communication Revenue by Country (2021-2026) & (USD Million)

Table 63. Europe Machine Learning in Communication Revenue by Type (2016-2021) & (USD Million)

Table 64. Europe Machine Learning in Communication Revenue by Type (2021-2026) & (USD Million)

Table 65. Europe Machine Learning in Communication Revenue by Application (2016-2021) & (USD Million)

Table 66. Europe Machine Learning in Communication Revenue by Application (2021-2026) & (USD Million)

Table 67. Europe Machine Learning in Communication Revenue by Country (2016-2021) & (USD Million)

Table 68. Europe Machine Learning in Communication Revenue by Country (2021-2026) & (USD Million)

Table 69. Asia-Pacific Machine Learning in Communication Revenue by Type (2016-2021) & (USD Million)

Table 70. Asia-Pacific Machine Learning in Communication Revenue by Type (2021-2026) & (USD Million)

Table 71. Asia-Pacific Machine Learning in Communication Revenue by Application (2016-2021) & (USD Million)

Table 72. Asia-Pacific Machine Learning in Communication Revenue by Application (2021-2026) & (USD Million)

Table 73. Asia-Pacific Machine Learning in Communication Revenue by Region (2016-2021) & (USD Million)

Table 74. Asia-Pacific Machine Learning in Communication Revenue by Region (2021-2026) & (USD Million)

Table 75. South America Machine Learning in Communication Revenue by Type (2016-2021) & (USD Million)

Table 76. South America Machine Learning in Communication Revenue by Type (2021-2026) & (USD Million)

Table 77. South America Machine Learning in Communication Revenue by Application (2016-2021) & (USD Million)

Table 78. South America Machine Learning in Communication Revenue by Application (2021-2026) & (USD Million)

Table 79. South America Machine Learning in Communication Revenue by Country (2016-2021) & (USD Million)

Table 80. South America Machine Learning in Communication Revenue by Country (2021-2026) & (USD Million)

Table 81. Middle East & Africa Machine Learning in Communication Revenue by Type (2016-2021) & (USD Million)

Table 82. Middle East & Africa Machine Learning in Communication Revenue by Type (2021-2026) & (USD Million)

Table 83. Middle East & Africa Machine Learning in Communication Revenue by Application (2016-2021) & (USD Million)

Table 84. Middle East & Africa Machine Learning in Communication Revenue by Application (2021-2026) & (USD Million)

Table 85. Middle East & Africa Machine Learning in Communication Revenue by Country (2016-2021) & (USD Million)

Table 86. Middle East & Africa Machine Learning in Communication Revenue by Country (2021-2026) & (USD Million)

List of Figures

Figure 1. Machine Learning in Communication Picture

Figure 2. Global Machine Learning in Communication Revenue Market Share by Type in 2020

Figure 3. Cloud-Based

Figure 4. On-Premise

Figure 5. Machine Learning in Communication Revenue Market Share by Application in 2020

Figure 6. Network Optimization Picture

Figure 7. Predictive Maintenance Picture

Figure 8. Virtual Assistants Picture

Figure 9. Robotic Process Automation (RPA) Picture

Figure 10. Global Machine Learning in Communication Revenue, (USD Million): 2020 VS 2021 VS 2026

Figure 11. Global Machine Learning in Communication Revenue and Forecast (2016-2026) & (USD Million)

Figure 12. Global Machine Learning in Communication Revenue Market Share by Region (2016-2026)

Figure 13. Global Machine Learning in Communication Revenue Market Share by Region in 2020

Figure 14. North America Machine Learning in Communication Revenue (USD Million) and Growth Rate (2016-2026)

Figure 15. Europe Machine Learning in Communication Revenue (USD Million) and Growth Rate (2016-2026)

Figure 16. Asia-Pacific Machine Learning in Communication Revenue (USD Million) and Growth Rate (2016-2026)

Figure 17. South America Machine Learning in Communication Revenue (USD Million) and Growth Rate (2016-2026)

Figure 18. Middle East and Africa Machine Learning in Communication Revenue (USD Million) and Growth Rate (2016-2026)

Figure 19. Machine Learning in Communication Market Drivers

Figure 20. Machine Learning in Communication Market Restraints

Figure 21. Machine Learning in Communication Market Trends

Figure 22. Amazon Recent Developments and Future Plans

Figure 23. IBM Recent Developments and Future Plans

Figure 24. Microsoft Recent Developments and Future Plans

Figure 25. Google Recent Developments and Future Plans

Figure 26. Nextiva Recent Developments and Future Plans

Figure 27. Nexmo Recent Developments and Future Plans

Figure 28. Twilio Recent Developments and Future Plans

Figure 29. Dialpad Recent Developments and Future Plans

Figure 30. Cisco Recent Developments and Future Plans

Figure 31. RingCentral Recent Developments and Future Plans

Figure 32. Global Machine Learning in Communication Revenue Share by Players in 2020

Figure 33. Machine Learning in Communication Market Share by Company Type (Tier 1, Tier 2 and Tier 3)

Figure 34. Global Top 3 Players Machine Learning in Communication Revenue Market Share in 2020

Figure 35. Global Top 10 Players Machine Learning in Communication Revenue Market Share in 2020

Figure 36. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021)

Figure 37. Global Machine Learning in Communication Revenue Share by Type in 2020

Figure 38. Global Machine Learning in Communication Market Share Forecast by Type (2021-2026)

Figure 39. Global Machine Learning in Communication Revenue Share by Application in 2020

Figure 40. Global Machine Learning in Communication Market Share Forecast by Application (2021-2026)

Figure 41. North America Machine Learning in Communication Sales Market Share by Type (2016-2026)

Figure 42. North America Machine Learning in Communication Sales Market Share by Application (2016-2026)

Figure 43. North America Machine Learning in Communication Revenue Market Share by Country (2016-2026)

Figure 44. United States Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 45. Canada Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 46. Mexico Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 47. Europe Machine Learning in Communication Sales Market Share by Type (2016-2026)

Figure 48. Europe Machine Learning in Communication Sales Market Share by Application (2016-2026)

Figure 49. Europe Machine Learning in Communication Revenue Market Share by Country (2016-2026)

Figure 50. Germany Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 51. France Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 52. United Kingdom Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 53. Russia Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 54. Italy Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 55. Asia-Pacific Machine Learning in Communication Sales Market Share by Type (2016-2026)

Figure 56. Asia-Pacific Machine Learning in Communication Sales Market Share by Application (2016-2026)

Figure 57. Asia-Pacific Machine Learning in Communication Revenue Market Share by Region (2016-2026)

Figure 58. China Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 59. Japan Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 60. South Korea Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 61. India Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 62. Southeast Asia Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 63. Australia Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 64. South America Machine Learning in Communication Sales Market Share by Type (2016-2026)

Figure 65. South America Machine Learning in Communication Sales Market Share by Application (2016-2026)

Figure 66. South America Machine Learning in Communication Revenue Market Share by Country (2016-2026)

Figure 67. Brazil Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 68. Argentina Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 69. Middle East and Africa Machine Learning in Communication Sales Market Share by Type (2016-2026)

Figure 70. Middle East and Africa Machine Learning in Communication Sales Market Share by Application (2016-2026)

Figure 71. Middle East and Africa Machine Learning in Communication Revenue Market Share by Country (2016-2026)

Figure 72. Turkey Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 73. Saudi Arabia Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 74. UAE Machine Learning in Communication Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 75. Methodology

Figure 76. Research Process and Data Source