The field of communications is traditionally built on precise mathematical models that are well understood and have been shown to work exceptionally well for many practical applications. Unfortunately, communication systems designers have been forced to push the boundaries to such an extent that in many applications conventional mathematical models and signal processing techniques are no longer sufficient to accurately describe the encountered complex scenarios. Specifically, there is an increasing number of cases where rigorous mathematical models are either not known or are entirely impractical from a computational perspective. Machine learning methods can come to the rescue as they do not require rigid pre-defined models and can extract meaningful structure from large amounts of data to provide useful results.
This report aims to provide a comprehensive presentation of the global market for Machine Learning in Communication, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning in Communication. This report contains market size and forecasts of Machine Learning in Communication in global, including the following market information:
Global Machine Learning in Communication Market Revenue, 2018-2023, 2024-2032, ($ millions)
Global top five companies in 2022 (%)
The global Machine Learning in Communication market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Cloud-Based Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Machine Learning in Communication include Amazon, IBM, Microsoft, Google, Nextiva, Nexmo, Twilio, Dialpad and Cisco, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Machine Learning in Communication companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning in Communication Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Communication Market Segment Percentages, by Type, 2022 (%)
Cloud-Based
On-Premise
Global Machine Learning in Communication Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning in Communication Market Segment Percentages, by Application, 2022 (%)
Network Optimization
Predictive Maintenance
Virtual Assistants
Robotic Process Automation (RPA)
Global Machine Learning in Communication Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Machine Learning in Communication Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Machine Learning in Communication revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Machine Learning in Communication revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Amazon
IBM
Microsoft
Google
Nextiva
Nexmo
Twilio
Dialpad
Cisco
RingCentral
Outline of Major Chapters:
Chapter 1: Introduces the definition of Machine Learning in Communication, market overview.
Chapter 2: Global Machine Learning in Communication market size in revenue.
Chapter 3: Detailed analysis of Machine Learning in Communication company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Machine Learning in Communication in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning in Communication Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning in Communication Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning in Communication Overall Market Size
2.1 Global Machine Learning in Communication Market Size: 2022 VS 2032
2.2 Global Machine Learning in Communication Market Size, Prospects & Forecasts: 2018-2032
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning in Communication Players in Global Market
3.2 Top Global Machine Learning in Communication Companies Ranked by Revenue
3.3 Global Machine Learning in Communication Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning in Communication Companies in Global Market, by Revenue in 2022
3.5 Global Companies Machine Learning in Communication Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning in Communication Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning in Communication Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning in Communication Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Machine Learning in Communication Market Size Markets, 2022 & 2032
4.1.2 Cloud-Based
4.1.3 On-Premise
4.2 By Type - Global Machine Learning in Communication Revenue & Forecasts
4.2.1 By Type - Global Machine Learning in Communication Revenue, 2018-2023
4.2.2 By Type - Global Machine Learning in Communication Revenue, 2024-2032
4.2.3 By Type - Global Machine Learning in Communication Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning in Communication Market Size, 2022 & 2032
5.1.2 Network Optimization
5.1.3 Predictive Maintenance
5.1.4 Virtual Assistants
5.1.5 Robotic Process Automation (RPA)
5.2 By Application - Global Machine Learning in Communication Revenue & Forecasts
5.2.1 By Application - Global Machine Learning in Communication Revenue, 2018-2023
5.2.2 By Application - Global Machine Learning in Communication Revenue, 2024-2032
5.2.3 By Application - Global Machine Learning in Communication Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Machine Learning in Communication Market Size, 2022 & 2032
6.2 By Region - Global Machine Learning in Communication Revenue & Forecasts
6.2.1 By Region - Global Machine Learning in Communication Revenue, 2018-2023
6.2.2 By Region - Global Machine Learning in Communication Revenue, 2024-2032
6.2.3 By Region - Global Machine Learning in Communication Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Machine Learning in Communication Revenue, 2018-2032
6.3.2 US Machine Learning in Communication Market Size, 2018-2032
6.3.3 Canada Machine Learning in Communication Market Size, 2018-2032
6.3.4 Mexico Machine Learning in Communication Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Machine Learning in Communication Revenue, 2018-2032
6.4.2 Germany Machine Learning in Communication Market Size, 2018-2032
6.4.3 France Machine Learning in Communication Market Size, 2018-2032
6.4.4 U.K. Machine Learning in Communication Market Size, 2018-2032
6.4.5 Italy Machine Learning in Communication Market Size, 2018-2032
6.4.6 Russia Machine Learning in Communication Market Size, 2018-2032
6.4.7 Nordic Countries Machine Learning in Communication Market Size, 2018-2032
6.4.8 Benelux Machine Learning in Communication Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Machine Learning in Communication Revenue, 2018-2032
6.5.2 China Machine Learning in Communication Market Size, 2018-2032
6.5.3 Japan Machine Learning in Communication Market Size, 2018-2032
6.5.4 South Korea Machine Learning in Communication Market Size, 2018-2032
6.5.5 Southeast Asia Machine Learning in Communication Market Size, 2018-2032
6.5.6 India Machine Learning in Communication Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Machine Learning in Communication Revenue, 2018-2032
6.6.2 Brazil Machine Learning in Communication Market Size, 2018-2032
6.6.3 Argentina Machine Learning in Communication Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning in Communication Revenue, 2018-2032
6.7.2 Turkey Machine Learning in Communication Market Size, 2018-2032
6.7.3 Israel Machine Learning in Communication Market Size, 2018-2032
6.7.4 Saudi Arabia Machine Learning in Communication Market Size, 2018-2032
6.7.5 UAE Machine Learning in Communication Market Size, 2018-2032
7 Machine Learning in Communication Companies Profiles
7.1 Amazon
7.1.1 Amazon Company Summary
7.1.2 Amazon Business Overview
7.1.3 Amazon Machine Learning in Communication Major Product Offerings
7.1.4 Amazon Machine Learning in Communication Revenue in Global Market (2018-2023)
7.1.5 Amazon Key News & Latest Developments
7.2 IBM
7.2.1 IBM Company Summary
7.2.2 IBM Business Overview
7.2.3 IBM Machine Learning in Communication Major Product Offerings
7.2.4 IBM Machine Learning in Communication Revenue in Global Market (2018-2023)
7.2.5 IBM Key News & Latest Developments
7.3 Microsoft
7.3.1 Microsoft Company Summary
7.3.2 Microsoft Business Overview
7.3.3 Microsoft Machine Learning in Communication Major Product Offerings
7.3.4 Microsoft Machine Learning in Communication Revenue in Global Market (2018-2023)
7.3.5 Microsoft Key News & Latest Developments
7.4 Google
7.4.1 Google Company Summary
7.4.2 Google Business Overview
7.4.3 Google Machine Learning in Communication Major Product Offerings
7.4.4 Google Machine Learning in Communication Revenue in Global Market (2018-2023)
7.4.5 Google Key News & Latest Developments
7.5 Nextiva
7.5.1 Nextiva Company Summary
7.5.2 Nextiva Business Overview
7.5.3 Nextiva Machine Learning in Communication Major Product Offerings
7.5.4 Nextiva Machine Learning in Communication Revenue in Global Market (2018-2023)
7.5.5 Nextiva Key News & Latest Developments
7.6 Nexmo
7.6.1 Nexmo Company Summary
7.6.2 Nexmo Business Overview
7.6.3 Nexmo Machine Learning in Communication Major Product Offerings
7.6.4 Nexmo Machine Learning in Communication Revenue in Global Market (2018-2023)
7.6.5 Nexmo Key News & Latest Developments
7.7 Twilio
7.7.1 Twilio Company Summary
7.7.2 Twilio Business Overview
7.7.3 Twilio Machine Learning in Communication Major Product Offerings
7.7.4 Twilio Machine Learning in Communication Revenue in Global Market (2018-2023)
7.7.5 Twilio Key News & Latest Developments
7.8 Dialpad
7.8.1 Dialpad Company Summary
7.8.2 Dialpad Business Overview
7.8.3 Dialpad Machine Learning in Communication Major Product Offerings
7.8.4 Dialpad Machine Learning in Communication Revenue in Global Market (2018-2023)
7.8.5 Dialpad Key News & Latest Developments
7.9 Cisco
7.9.1 Cisco Company Summary
7.9.2 Cisco Business Overview
7.9.3 Cisco Machine Learning in Communication Major Product Offerings
7.9.4 Cisco Machine Learning in Communication Revenue in Global Market (2018-2023)
7.9.5 Cisco Key News & Latest Developments
7.10 RingCentral
7.10.1 RingCentral Company Summary
7.10.2 RingCentral Business Overview
7.10.3 RingCentral Machine Learning in Communication Major Product Offerings
7.10.4 RingCentral Machine Learning in Communication Revenue in Global Market (2018-2023)
7.10.5 RingCentral Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning in Communication Market Opportunities & Trends in Global Market
Table 2. Machine Learning in Communication Market Drivers in Global Market
Table 3. Machine Learning in Communication Market Restraints in Global Market
Table 4. Key Players of Machine Learning in Communication in Global Market
Table 5. Top Machine Learning in Communication Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Machine Learning in Communication Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Machine Learning in Communication Revenue Share by Companies, 2018-2023
Table 8. Global Companies Machine Learning in Communication Product Type
Table 9. List of Global Tier 1 Machine Learning in Communication Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning in Communication Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Machine Learning in Communication Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Machine Learning in Communication Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Machine Learning in Communication Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Machine Learning in Communication Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Machine Learning in Communication Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Machine Learning in Communication Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Machine Learning in Communication Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Machine Learning in Communication Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Machine Learning in Communication Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Machine Learning in Communication Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Machine Learning in Communication Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Machine Learning in Communication Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Machine Learning in Communication Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Machine Learning in Communication Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Machine Learning in Communication Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Machine Learning in Communication Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Machine Learning in Communication Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Machine Learning in Communication Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Machine Learning in Communication Revenue, (US$, Mn), 2024-2032
Table 30. Amazon Company Summary
Table 31. Amazon Machine Learning in Communication Product Offerings
Table 32. Amazon Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 33. Amazon Key News & Latest Developments
Table 34. IBM Company Summary
Table 35. IBM Machine Learning in Communication Product Offerings
Table 36. IBM Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 37. IBM Key News & Latest Developments
Table 38. Microsoft Company Summary
Table 39. Microsoft Machine Learning in Communication Product Offerings
Table 40. Microsoft Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 41. Microsoft Key News & Latest Developments
Table 42. Google Company Summary
Table 43. Google Machine Learning in Communication Product Offerings
Table 44. Google Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 45. Google Key News & Latest Developments
Table 46. Nextiva Company Summary
Table 47. Nextiva Machine Learning in Communication Product Offerings
Table 48. Nextiva Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 49. Nextiva Key News & Latest Developments
Table 50. Nexmo Company Summary
Table 51. Nexmo Machine Learning in Communication Product Offerings
Table 52. Nexmo Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 53. Nexmo Key News & Latest Developments
Table 54. Twilio Company Summary
Table 55. Twilio Machine Learning in Communication Product Offerings
Table 56. Twilio Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 57. Twilio Key News & Latest Developments
Table 58. Dialpad Company Summary
Table 59. Dialpad Machine Learning in Communication Product Offerings
Table 60. Dialpad Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 61. Dialpad Key News & Latest Developments
Table 62. Cisco Company Summary
Table 63. Cisco Machine Learning in Communication Product Offerings
Table 64. Cisco Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 65. Cisco Key News & Latest Developments
Table 66. RingCentral Company Summary
Table 67. RingCentral Machine Learning in Communication Product Offerings
Table 68. RingCentral Machine Learning in Communication Revenue (US$, Mn) & (2018-2023)
Table 69. RingCentral Key News & Latest Developments
List of Figures
Figure 1. Machine Learning in Communication Segment by Type in 2022
Figure 2. Machine Learning in Communication Segment by Application in 2022
Figure 3. Global Machine Learning in Communication Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Machine Learning in Communication Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Machine Learning in Communication Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning in Communication Revenue in 2022
Figure 8. By Type - Global Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 9. By Application - Global Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 10. By Type - Global Machine Learning in Communication Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 12. By Application - Global Machine Learning in Communication Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 14. By Region - Global Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 15. By Country - North America Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 16. US Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 20. Germany Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 21. France Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 28. China Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 32. India Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 34. Brazil Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Machine Learning in Communication Revenue Market Share, 2018-2032
Figure 37. Turkey Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Machine Learning in Communication Revenue, (US$, Mn), 2018-2032
Figure 41. Amazon Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. IBM Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Microsoft Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Google Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Nextiva Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Nexmo Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. Twilio Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Dialpad Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. Cisco Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. RingCentral Machine Learning in Communication Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
