Table of Contents Global Machine Learning in Communication Market Status and Outlook 2022-2027 Market Study Overview 1.1 Study Objectives 1.2 Machine Learning in Communication Introduce 1.3 Combined with the Analysis of Macroeconomic Indicators 1.4 Brief Description of Research methods 1.5 Market Breakdown and Data Triangulation 2 Global Trend Summary 2.1 Machine Learning in Communication Segment by Type 2.1.1 Cloud-Based 2.1.2 On-Premise 2.2 Market Analysis by Application 2.2.1 Network Optimization 2.2.2 Predictive Maintenance 2.2.3 Virtual Assistants 2.2.4 Robotic Process Automation (RPA) 2.3 Global Machine Learning in Communication Market Comparison by Regions (2017-2027) 2.3.1 Global Machine Learning in Communication Market Size (2017-2027) 2.3.2 North America Machine Learning in Communication Status and Prospect (2017-2027) 2.3.3 Europe Machine Learning in Communication Status and Prospect (2017-2027) 2.3.4 Asia-pacific Machine Learning in Communication Status and Prospect (2017-2027) 2.3.5 South America Machine Learning in Communication Status and Prospect (2017-2027) 2.3.6 Middle East & Africa Machine Learning in Communication Status and Prospect (2017-2027) 2.5 Coronavirus Disease 2019 (Covid-19): Machine Learning in Communication Industry Impact 2.5.1 Machine Learning in Communication Business Impact Assessment - Covid-19 2.5.2 Market Trends and Machine Learning in Communication Potential Opportunities in the COVID-19 Landscape 2.5.3 Measures / Proposal against Covid-19 3 Competition by Vendors 3.1 Global Machine Learning in Communication Revenue and Market Share by Vendors (2017-2022) 3.2 Global Machine Learning in Communication Industry Concentration Ratio (CR5 and HHI) 3.3 Top 5 Machine Learning in Communication Vendors Market Share 3.4 Top 10 Machine Learning in Communication Vendors Market Share 3.5 Date of Key Vendors Enter into Machine Learning in Communication Market 3.6 Key Vendors Machine Learning in Communication Product Offered 3.7 Mergers & Acquisitions Planning 4 Analysis of Machine Learning in Communication Industry Key Vendors 4.1 Amazon 4.1.1 Company Details 4.1.2 Product Introduction, Application and Specification 4.1.3 Amazon Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.1.4 Main Business Overview 4.1.5 Amazon News 4.2 Dialpad 4.2.1 Company Details 4.2.2 Product Introduction, Application and Specification 4.2.3 Dialpad Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.2.4 Main Business Overview 4.2.5 Dialpad News 4.3 Google 4.3.1 Company Details 4.3.2 Product Introduction, Application and Specification 4.3.3 Google Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.3.4 Main Business Overview 4.3.5 Google News 4.4 IBM 4.4.1 Company Details 4.4.2 Product Introduction, Application and Specification 4.4.3 IBM Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.4.4 Main Business Overview 4.4.5 IBM News 4.5 Twilio 4.5.1 Company Details 4.5.2 Product Introduction, Application and Specification 4.5.3 Twilio Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.5.4 Main Business Overview 4.5.5 Twilio News 4.6 Microsoft 4.6.1 Company Details 4.6.2 Product Introduction, Application and Specification 4.6.3 Microsoft Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.6.4 Main Business Overview 4.6.5 Microsoft News 4.7 RingCentral 4.7.1 Company Details 4.7.2 Product Introduction, Application and Specification 4.7.3 RingCentral Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.7.4 Main Business Overview 4.7.5 RingCentral News 4.8 Nexmo 4.8.1 Company Details 4.8.2 Product Introduction, Application and Specification 4.8.3 Nexmo Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.8.4 Main Business Overview 4.8.5 Nexmo News 4.9 Nextiva 4.9.1 Company Details 4.9.2 Product Introduction, Application and Specification 4.9.3 Nextiva Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.9.4 Main Business Overview 4.9.5 Nextiva News 4.10 Cisco 4.10.1 Company Details 4.10.2 Product Introduction, Application and Specification 4.10.3 Cisco Machine Learning in Communication Gross Margin, and Revenue (2017-2022) 4.10.4 Main Business Overview 4.10.5 Cisco News 5 Global Machine Learning in Communication Market Size Categorized by Regions 5.1 Global Machine Learning in Communication Revenue and Market Share by Regions 5.2 North America Machine Learning in Communication Revenue and Growth Rate (2017-2022) 5.3 Europe Machine Learning in Communication Revenue and Growth Rate (2017-2022) 5.4 Asia-pacific Machine Learning in Communication Revenue and Growth Rate (2017-2022) 5.5 South America Machine Learning in Communication Revenue and Growth Rate (2017-2022) 5.6 Middle East & Africa Machine Learning in Communication Revenue and Growth Rate (2017-2022) 6 North America Machine Learning in Communication Market Size Categorized by Countries 6.1 North America Machine Learning in Communication Revenue and Market Share by Countries 6.1.1 North America Machine Learning in Communication Market Size by Countries (2017-2022) 6.1.2 United States Machine Learning in Communication Revenue and Growth Rate (2017-2022) 6.1.3 Canada Machine Learning in Communication Revenue and Growth Rate (2017-2022) 6.1.4 Mexico Machine Learning in Communication Revenue and Growth Rate (2017-2022) 6.2 North America Machine Learning in Communication Revenue (Value) by Vendors 6.3 North America Machine Learning in Communication Revenue and Market Share by Type (2017-2022) 6.4 North America Machine Learning in Communication Revenue and Market Share by Application (2017-2022) 7 Europe Machine Learning in Communication Market Size Categorized by Countries 7.1 Europe Machine Learning in Communication Revenue and Market Share by Countries 7.1.1 Europe Machine Learning in Communication Market Size by Countries (2017-2022) 7.1.2 Germany Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.1.3 UK Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.1.4 France Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.1.5 Russia Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.1.6 Italy Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.1.7 Spain Machine Learning in Communication Revenue and Growth Rate (2017-2022) 7.2 Europe Machine Learning in Communication Revenue (Value) by Vendors 7.3 Europe Machine Learning in Communication Revenue and Market Share by Type (2017-2022) 7.4 Europe Machine Learning in Communication Revenue and Market Share by Application (2017-2022) 8 Asia-pacific Machine Learning in Communication Market Size Categorized by Countries 8.1 Asia-pacific Machine Learning in Communication Revenue and Market Share by Countries 8.1.1 Asia-pacific Machine Learning in Communication Market Size by Countries (2017-2022) 8.1.2 China Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.1.3 South Korea Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.1.4 Japan Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.1.5 Australia Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.1.6 India Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.1.7 Southeast Asia Machine Learning in Communication Revenue and Growth Rate (2017-2022) 8.2 Asia-pacific Machine Learning in Communication Revenue (Value) by Vendors 8.3 Asia-pacific Machine Learning in Communication Revenue and Market Share by Type (2017-2022) 8.4 Asia-pacific Machine Learning in Communication Revenue and Market Share by Application (2017-2022) 9 South America Machine Learning in Communication Market Size Categorized by Countries 9.1 South America Machine Learning in Communication Revenue and Market Share by Countries 9.1.1 South America Machine Learning in Communication Market Size by Countries (2017-2022) 9.1.2 Brazil Machine Learning in Communication Revenue and Growth Rate (2017-2022) 9.1.3 Chile Machine Learning in Communication Revenue and Growth Rate (2017-2022) 9.2 South America Machine Learning in Communication Revenue and Market Share by Type (2017-2022) 9.3 South America Machine Learning in Communication Revenue and Market Share by Application (2017-2022) 10 Middle East and Africa Machine Learning in Communication Market Size Categorized by Countries 10.1 Middle East and Africa Machine Learning in Communication Revenue and Market Share by Countries 10.1.1 Middle East and Africa Machine Learning in Communication Market Size by Countries (2017-2022) 10.1.2 GCC Countries Machine Learning in Communication Revenue and Growth Rate (2017-2022) 10.1.3 Turkey Machine Learning in Communication Revenue and Growth Rate (2017-2022) 10.1.4 Egypt Machine Learning in Communication Revenue and Growth Rate (2017-2022) 10.1.5 South Africa Machine Learning in Communication Revenue and Growth Rate (2017-2022) 10.2 Middle East and Africa Machine Learning in Communication Revenue and Market Share by Type 10.3 Middle East and Africa Machine Learning in Communication Revenue Market Share by Application (2017-2022) 11 Global Machine Learning in Communication Market Segment by Type 11.1 Global Machine Learning in Communication Revenue and Market Share by Type (2017-2022) 11.2 Cloud-Based Revenue Growth Rate and Price 11.3 On-Premise Revenue Growth Rate and Price 12 Global Machine Learning in Communication Market Segment by Application 12.1 Global Machine Learning in Communication Revenue Market Share by Application (2017-2022) 12.2 Network Optimization Revenue Growth Rate (2017-2022) 12.3 Predictive Maintenance Revenue Growth Rate (2017-2022) 12.4 Virtual Assistants Revenue Growth Rate (2017-2022) 12.5 Robotic Process Automation (RPA) Revenue Growth Rate (2017-2022) 13 Global Machine Learning in Communication Market Forecast 13.1 Global Machine Learning in Communication Revenue and Growth Rate (2022-2027) 13.2 Machine Learning in Communication Market Forecast by Regions (2022-2027) 13.2.1 North America Machine Learning in Communication Market Forecast (2022-2027) 13.2.2 Europe Machine Learning in Communication Market Forecast (2022-2027) 13.2.3 Asia-Pacific Machine Learning in Communication Market Forecast (2022-2027) 13.2.4 South America Machine Learning in Communication Market Forecast (2022-2027) 13.2.5 Middle East & Africa Machine Learning in Communication Market Forecast (2022-2027) 13.3 Machine Learning in Communication Market Forecast by Type (2022-2027) 13.3.1 Global Machine Learning in Communication Revenue Forecast by Type (2022-2027) 13.3.2 Global Machine Learning in Communication Market Share Forecast by Type (2022-2027) 13.4 Machine Learning in Communication Market Forecast by Application (2022-2027) 13.4.1 Global Machine Learning in Communication Revenue Forecast by Application (2022-2027) 14 Market Analysis 14.1.1 Market overview 14.1.2 Market Opportunities 14.1.3 Market Risk 14.1.4 Market Driving Force 14.1.5 Porter's Five Forces Analysis 14.1.6 SWOT Analysis 15 Downstream Market Analysis 15.1 Macro Analysis of Down Markets 15.2 Key Players in Down Markets 16 Research Findings and Conclusion

List of Tables and Figures Figure Product Picture Machine Learning in Communication Figure Bottom-up and Top-down Approaches for This Report Figure Data Triangulation Figure Part of Our External Database Figure Key Executives Interviewed Table Global Machine Learning in Communication Market Size (Million US$) by Type Figure Global Market Share of Machine Learning in Communication by Type in 2021 Figure Cloud-Based Picture Figure On-Premise Picture Table Global Machine Learning in Communication Market Size (Million US$) by Application Figure Global Machine Learning in Communication Market Share by Application in 2021 Figure Network Optimization Picture Figure Predictive Maintenance Picture Figure Virtual Assistants Picture Figure Robotic Process Automation (RPA) Picture Table Global Machine Learning in Communication Comparison by Regions (M USD) 2017-2027 Figure Global Machine Learning in Communication Market Size (Million US$) (2017-2027) Figure North America Machine Learning in Communication Revenue (Million US$) Growth Rate (2017-2027) Figure Europe Machine Learning in Communication Revenue (Million US$) Growth Rate (2017-2027) Figure Asia-pacific Machine Learning in Communication Revenue (Million US$) Growth Rate (2017-2027) Figure South America Machine Learning in Communication Revenue (Million US$) Growth Rate (2017-2027) Figure Middle East & Africa Machine Learning in Communication Revenue (Million US$) Growth Rate (2017-2027) Table Business Impact Assessment - Covid-19 Table Market Trends and Machine Learning in Communication Potential Opportunities in the COVID-19 Landscape Table Measures / Proposal against Covid-19 Table Global Machine Learning in Communication Revenue by Vendors (2017-2022) Figure Global Machine Learning in Communication Revenue Market Share by Vendors in 2021 Table Global Machine Learning in Communication Vendors Market Concentration Ratio (CR5 and HHI) Figure Top 5 Machine Learning in Communication Vendors (Revenue) Market Share in 2021 Figure Top 10 Machine Learning in Communication Vendors (Revenue) Market Share in 2021 Table Date of Key Vendors Enter into Machine Learning in Communication Market Table Key Vendors Machine Learning in Communication Product Type Table Amazon Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Amazon Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Amazon 2017-2022 Table Amazon Main Business Table Amazon Recent Development Table Dialpad Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Dialpad Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Dialpad 2017-2022 Table Dialpad Main Business Table Dialpad Recent Development Table Dialpad Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Dialpad Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Dialpad 2017-2022 Table Dialpad Main Business Table Dialpad Recent Development Table Google Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Google Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Google 2017-2022 Table Google Main Business Table Google Recent Development Table IBM Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of IBM Table Machine Learning in Communication Revenue (M USD) and Gross Margin of IBM 2017-2022 Table IBM Main Business Table IBM Recent Development Table Twilio Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Twilio Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Twilio 2017-2022 Table Twilio Main Business Table Twilio Recent Development Table Microsoft Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Microsoft Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Microsoft 2017-2022 Table Microsoft Main Business Table Microsoft Recent Development Table RingCentral Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of RingCentral Table Machine Learning in Communication Revenue (M USD) and Gross Margin of RingCentral 2017-2022 Table RingCentral Main Business Table RingCentral Recent Development Table Nexmo Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Nexmo Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Nexmo 2017-2022 Table Nexmo Main Business Table Nexmo Recent Development Table Nextiva Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Nextiva Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Nextiva 2017-2022 Table Nextiva Main Business Table Nextiva Recent Development Table Cisco Company Profile Table Machine Learning in Communication Product Introduction, Application and Specification of Cisco Table Machine Learning in Communication Revenue (M USD) and Gross Margin of Cisco 2017-2022 Table Cisco Main Business Table Cisco Recent Development Table Mergers & Acquisitions Planning Figure Global Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Global Machine Learning in Communication Revenue by Regions (2017-2022) Figure Global Machine Learning in Communication Revenue Market Share by Regions in 2021 Figure North America Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Europe Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Asia-pacific Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure South America Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Middle East & Africa Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure North America Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table North America Machine Learning in Communication Market Size by Countries (2017-2022) Table North America Machine Learning in Communication Market Share by Countries (2017-2022) Figure North America Machine Learning in Communication Market Share by Countries in 2021 Figure United States Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Canada Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Mexico Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table North America Machine Learning in Communication Revenue by Vendors (2021) Figure North America Machine Learning in Communication Revenue Market Share by Vendors in 2021 Table North America Machine Learning in Communication Revenue by Type (2017-2022) Table North America Machine Learning in Communication Share by Type (2017-2022) Table North America Machine Learning in Communication Revenue by Application (2017-2022) Table North America Machine Learning in Communication Revenue Share by Application (2017-2022) Figure Europe Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Europe Machine Learning in Communication Market Size by Countries (2017-2022) Table Europe Machine Learning in Communication Revenue Market Share by Countries (2017-2022) Figure Europe Machine Learning in Communication Revenue Market Share by Countries in 2021 Figure Germany Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure UK Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure France Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Russia Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Italy Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Spain Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Europe Machine Learning in Communication Revenue by Vendors (2021) Figure Europe Machine Learning in Communication Revenue Market Share by Vendors in 2021 Table Europe Machine Learning in Communication Revenue by Type (2017-2022) Table Europe Machine Learning in Communication Revenue Share by Type (2017-2022) Table Europe Machine Learning in Communication Revenue by Application (2017-2022) Table Europe Machine Learning in Communication Revenue Share by Application (2017-2022) Figure Asia-pacific Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Asia-pacific Machine Learning in Communication Market Size by Countries (2017-2022) Table Asia-pacific Machine Learning in Communication Revenue Market Share by Countries (2017-2022) Figure Asia-pacific Machine Learning in Communication Revenue Market Share by Countries in 2021 Figure China Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure South Korea Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Japan Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Australia Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure India Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Southeast Asia Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Asia-pacific Machine Learning in Communication Revenue by Vendors (2021) Figure Asia-pacific Machine Learning in Communication Revenue Market Share by Vendors in 2021 Table Asia-pacific Machine Learning in Communication Revenue by Type (2017-2022) Table Asia-pacific Machine Learning in Communication Revenue Share by Type (2017-2022) Table Asia-pacific Machine Learning in Communication Revenue by Application (2017-2022) Table Asia-pacific Machine Learning in Communication Revenue Share by Application (2017-2022) Figure South America Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table South America Machine Learning in Communication Revenue Market Size by Countries (2017-2022) Table South America Machine Learning in Communication Revenue Market Share by Countries (2017-2022) Figure South America Machine Learning in Communication Revenue Market Share by Countries in 2019 Figure Brazil Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Chile Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table South America Machine Learning in Communication Revenue s by Type (2017-2022) Table South America Machine Learning in Communication Revenue Share by Type (2017-2022) Table South America Machine Learning in Communication Revenue by Application (2017-2022) Table South America Machine Learning in Communication Revenue Share by Application (2017-2022) Figure Middle East and Africa Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Middle East and Africa Machine Learning in Communication Market Size by Countries (2017-2022) Table Middle East and Africa Machine Learning in Communication Sales Market Share by Countries (2017-2022) Figure Middle East and Africa Machine Learning in Communication Sales Market Share by Countries in 2019 Figure GCC Countries Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Turkey Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure Egypt Machine Learning in Communication Revenue and Growth Rate (2017-2022) Figure South Africa Machine Learning in Communication Revenue and Growth Rate (2017-2022) Table Middle East and Africa Machine Learning in Communication Revenue by Type (2017-2022) Table Middle East and Africa Machine Learning in Communication Revenue Share by Type (2017-2022) Table Middle East and Africa Machine Learning in Communication Revenue by Application (2017-2022) Table Middle East and Africa Machine Learning in Communication Revenue Share by Application (2017-2022) Table Global Machine Learning in Communication Revenue by Type (2017-2022) Table Global Machine Learning in Communication Revenue Market Share by Type (2017-2022) Figure Global Machine Learning in Communication Revenue Market Share by Type in 2019 Figure Global Cloud-Based Revenue and Growth Rate (2017-2022) Figure Global On-Premise Revenue and Growth Rate (2017-2022) Table Global Machine Learning in Communication Revenue by Application (2017-2022) Table Global Machine Learning in Communication Revenue Market Share by Application (2017-2022) Figure Global Machine Learning in Communication Revenue Market Share by Application in 2021 Figure Global Network Optimization Revenue Growth Rate (2017-2022) Figure Global Predictive Maintenance Revenue Growth Rate (2017-2022) Figure Global Virtual Assistants Revenue Growth Rate (2017-2022) Figure Global Robotic Process Automation (RPA) Revenue Growth Rate (2017-2022) Figure Global Machine Learning in Communication Revenue and Growth Rate (2022-2027) Table Global Machine Learning in Communication Revenue Forecast by Regions (2022-2027) Table Global Machine Learning in Communication Market Share Forecast by Regions (2022-2027) Figure North America Revenue Machine Learning in Communication Market Forecast (2022-2027) Figure Europe Revenue Machine Learning in Communication Market Forecast (2022-2027) Figure Asia-Pacific Revenue Machine Learning in Communication Market Forecast (2022-2027) Figure South America Revenue Machine Learning in Communication Market Forecast (2022-2027) Figure Middle East & Africa Revenue Machine Learning in Communication Market Forecast (2022-2027) Table Global Machine Learning in Communication Revenue Forecast by Type (2022-2027) Table Global Machine Learning in Communication Market Share Forecast by Type (2022-2027) Table Global Machine Learning in Communication Revenue Forecast by Application (2022-2027) Table Global Machine Learning in Communication Market Share Forecast by Application (2022-2027) Table Market Opportunities in Next Few Years Table Market Risks Analysis Table Market Drivers Figure Porter's Five Forces Analysis Table Macro Analysis of Down Markets Table Key Players in Down Markets Table Key Players of Downstream Markets Figure Author List

Amazon Dialpad Google IBM Twilio Microsoft RingCentral Nexmo Nextiva Cisco