Global Machine Learning in Communication Market Size, Status and Forecast 2019-2025


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.
In 2018, the global Machine Learning in Communication market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of xx% during 2019-2025.

This report focuses on the global Machine Learning in Communication status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Machine Learning in Communication development in United States, Europe and China.

The key players covered in this study
    Amazon
    IBM
    Microsoft
    Google
    Nextiva
    Nexmo
    Twilio
    Dialpad
    Cisco
    RingCentral

Market segment by Type, the product can be split into
    Cloud-Based
    On-Premise

Market segment by Application, split into
    Network Optimization
    Predictive Maintenance
    Virtual Assistants
    Robotic Process Automation (RPA)

Market segment by Regions/Countries, this report covers
    United States
    Europe
    China
    Japan
    Southeast Asia
    India
    Central & South America

The study objectives of this report are:
    To analyze global Machine Learning in Communication status, future forecast, growth opportunity, key market and key players.
    To present the Machine Learning in Communication development in United States, Europe and China.
    To strategically profile the key players and comprehensively analyze their development plan and strategies.
    To define, describe and forecast the market by product type, market and key regions.

In this study, the years considered to estimate the market size of Machine Learning in Communication are as follows:
    History Year: 2014-2018
    Base Year: 2018
    Estimated Year: 2019
    Forecast Year 2019 to 2025
For the data information by region, company, type and application, 2018 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Table of Contents

1 Report Overview
    1.1 Study Scope
    1.2 Key Market Segments
    1.3 Players Covered
    1.4 Market Analysis by Type
        1.4.1 Global Machine Learning in Communication Market Size Growth Rate by Type (2014-2025)
        1.4.2 Cloud-Based
        1.4.3 On-Premise
    1.5 Market by Application
        1.5.1 Global Machine Learning in Communication Market Share by Application (2014-2025)
        1.5.2 Network Optimization
        1.5.3 Predictive Maintenance
        1.5.4 Virtual Assistants
        1.5.5 Robotic Process Automation (RPA)
    1.6 Study Objectives
    1.7 Years Considered

2 Global Growth Trends
    2.1 Machine Learning in Communication Market Size
    2.2 Machine Learning in Communication Growth Trends by Regions
        2.2.1 Machine Learning in Communication Market Size by Regions (2014-2025)
        2.2.2 Machine Learning in Communication Market Share by Regions (2014-2019)
    2.3 Industry Trends
        2.3.1 Market Top Trends
        2.3.2 Market Drivers
        2.3.3 Market Opportunities

3 Market Share by Key Players
    3.1 Machine Learning in Communication Market Size by Manufacturers
        3.1.1 Global Machine Learning in Communication Revenue by Manufacturers (2014-2019)
        3.1.2 Global Machine Learning in Communication Revenue Market Share by Manufacturers (2014-2019)
        3.1.3 Global Machine Learning in Communication Market Concentration Ratio (CR5 and HHI)
    3.2 Machine Learning in Communication Key Players Head office and Area Served
    3.3 Key Players Machine Learning in Communication Product/Solution/Service
    3.4 Date of Enter into Machine Learning in Communication Market
    3.5 Mergers & Acquisitions, Expansion Plans

4 Breakdown Data by Type and Application
    4.1 Global Machine Learning in Communication Market Size by Type (2014-2019)
    4.2 Global Machine Learning in Communication Market Size by Application (2014-2019)

5 United States
    5.1 United States Machine Learning in Communication Market Size (2014-2019)
    5.2 Machine Learning in Communication Key Players in United States
    5.3 United States Machine Learning in Communication Market Size by Type
    5.4 United States Machine Learning in Communication Market Size by Application

6 Europe
    6.1 Europe Machine Learning in Communication Market Size (2014-2019)
    6.2 Machine Learning in Communication Key Players in Europe
    6.3 Europe Machine Learning in Communication Market Size by Type
    6.4 Europe Machine Learning in Communication Market Size by Application

7 China
    7.1 China Machine Learning in Communication Market Size (2014-2019)
    7.2 Machine Learning in Communication Key Players in China
    7.3 China Machine Learning in Communication Market Size by Type
    7.4 China Machine Learning in Communication Market Size by Application

8 Japan
    8.1 Japan Machine Learning in Communication Market Size (2014-2019)
    8.2 Machine Learning in Communication Key Players in Japan
    8.3 Japan Machine Learning in Communication Market Size by Type
    8.4 Japan Machine Learning in Communication Market Size by Application

9 Southeast Asia
    9.1 Southeast Asia Machine Learning in Communication Market Size (2014-2019)
    9.2 Machine Learning in Communication Key Players in Southeast Asia
    9.3 Southeast Asia Machine Learning in Communication Market Size by Type
    9.4 Southeast Asia Machine Learning in Communication Market Size by Application

10 India
    10.1 India Machine Learning in Communication Market Size (2014-2019)
    10.2 Machine Learning in Communication Key Players in India
    10.3 India Machine Learning in Communication Market Size by Type
    10.4 India Machine Learning in Communication Market Size by Application

11 Central & South America
    11.1 Central & South America Machine Learning in Communication Market Size (2014-2019)
    11.2 Machine Learning in Communication Key Players in Central & South America
    11.3 Central & South America Machine Learning in Communication Market Size by Type
    11.4 Central & South America Machine Learning in Communication Market Size by Application

12 International Players Profiles
    12.1 Amazon
        12.1.1 Amazon Company Details
        12.1.2 Company Description and Business Overview
        12.1.3 Machine Learning in Communication Introduction
        12.1.4 Amazon Revenue in Machine Learning in Communication Business (2014-2019)
        12.1.5 Amazon Recent Development
    12.2 IBM
        12.2.1 IBM Company Details
        12.2.2 Company Description and Business Overview
        12.2.3 Machine Learning in Communication Introduction
        12.2.4 IBM Revenue in Machine Learning in Communication Business (2014-2019)
        12.2.5 IBM Recent Development
    12.3 Microsoft
        12.3.1 Microsoft Company Details
        12.3.2 Company Description and Business Overview
        12.3.3 Machine Learning in Communication Introduction
        12.3.4 Microsoft Revenue in Machine Learning in Communication Business (2014-2019)
        12.3.5 Microsoft Recent Development
    12.4 Google
        12.4.1 Google Company Details
        12.4.2 Company Description and Business Overview
        12.4.3 Machine Learning in Communication Introduction
        12.4.4 Google Revenue in Machine Learning in Communication Business (2014-2019)
        12.4.5 Google Recent Development
    12.5 Nextiva
        12.5.1 Nextiva Company Details
        12.5.2 Company Description and Business Overview
        12.5.3 Machine Learning in Communication Introduction
        12.5.4 Nextiva Revenue in Machine Learning in Communication Business (2014-2019)
        12.5.5 Nextiva Recent Development
    12.6 Nexmo
        12.6.1 Nexmo Company Details
        12.6.2 Company Description and Business Overview
        12.6.3 Machine Learning in Communication Introduction
        12.6.4 Nexmo Revenue in Machine Learning in Communication Business (2014-2019)
        12.6.5 Nexmo Recent Development
    12.7 Twilio
        12.7.1 Twilio Company Details
        12.7.2 Company Description and Business Overview
        12.7.3 Machine Learning in Communication Introduction
        12.7.4 Twilio Revenue in Machine Learning in Communication Business (2014-2019)
        12.7.5 Twilio Recent Development
    12.8 Dialpad
        12.8.1 Dialpad Company Details
        12.8.2 Company Description and Business Overview
        12.8.3 Machine Learning in Communication Introduction
        12.8.4 Dialpad Revenue in Machine Learning in Communication Business (2014-2019)
        12.8.5 Dialpad Recent Development
    12.9 Cisco
        12.9.1 Cisco Company Details
        12.9.2 Company Description and Business Overview
        12.9.3 Machine Learning in Communication Introduction
        12.9.4 Cisco Revenue in Machine Learning in Communication Business (2014-2019)
        12.9.5 Cisco Recent Development
    12.10 RingCentral
        12.10.1 RingCentral Company Details
        12.10.2 Company Description and Business Overview
        12.10.3 Machine Learning in Communication Introduction
        12.10.4 RingCentral Revenue in Machine Learning in Communication Business (2014-2019)
        12.10.5 RingCentral Recent Development

13 Market Forecast 2019-2025
    13.1 Market Size Forecast by Regions
    13.2 United States
    13.3 Europe
    13.4 China
    13.5 Japan
    13.6 Southeast Asia
    13.7 India
    13.8 Central & South America
    13.9 Market Size Forecast by Product (2019-2025)
    13.10 Market Size Forecast by Application (2019-2025)

14 Analyst's Viewpoints/Conclusions

15 Appendix
    15.1 Research Methodology
        15.1.1 Methodology/Research Approach
            15.1.1.1 Research Programs/Design
            15.1.1.2 Market Size Estimation
            12.1.1.3 Market Breakdown and Data Triangulation
        15.1.2 Data Source
            15.1.2.1 Secondary Sources
            15.1.2.2 Primary Sources
    15.2 Disclaimer
    15.3 Author Details

List of Tables and Figures Table Machine Learning in Communication Key Market Segments Table Key Players Machine Learning in Communication Covered Table Global Machine Learning in Communication Market Size Growth Rate by Type 2014-2025 (Million US$) Figure Global Machine Learning in Communication Market Size Market Share by Type 2014-2025 Figure Cloud-Based Figures Table Key Players of Cloud-Based Figure On-Premise Figures Table Key Players of On-Premise Table Global Machine Learning in Communication Market Size Growth by Application 2014-2025 (Million US$) Figure Network Optimization Case Studies Figure Predictive Maintenance Case Studies Figure Virtual Assistants Case Studies Figure Robotic Process Automation (RPA) Case Studies Figure Machine Learning in Communication Report Years Considered Table Global Machine Learning in Communication Market Size 2014-2025 (Million US$) Figure Global Machine Learning in Communication Market Size and Growth Rate 2014-2025 (Million US$) Table Global Machine Learning in Communication Market Size by Regions 2014-2025 (Million US$) Table Global Machine Learning in Communication Market Size by Regions 2014-2019 (Million US$) Table Global Machine Learning in Communication Market Share by Regions 2014-2019 Figure Global Machine Learning in Communication Market Share by Regions 2014-2019 Figure Global Machine Learning in Communication Market Share by Regions 2019 Table Market Top Trends Table Global Machine Learning in Communication Revenue by Manufacturers (2014-2019) (Million US$) Table Global Machine Learning in Communication Market Share by Manufacturers (2014-2019) Figure Global Machine Learning in Communication Market Share by Manufacturers in 2018 Table Global Machine Learning in Communication Manufacturers Market Concentration Ratio (CR5 and HHI) Table Key Players Head office and Area Served Table Key Players Machine Learning in Communication Product/Solution/Service Table Date of Enter into Machine Learning in Communication Market Table Mergers & Acquisitions, Expansion Plans Table Global Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table Global Machine Learning in Communication Market Size Share by Type (2014-2019) Figure Global Machine Learning in Communication Market Size Market Share by Type (2014-2019) Table Global Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table Global Machine Learning in Communication Market Size Share by Application (2014-2019) Figure Global Machine Learning in Communication Market Size Market Share by Application (2014-2019) Figure Global Machine Learning in Communication Revenue Market Share by Application in 2018 Figure United States Machine Learning in Communication Market Size 2014-2019 (Million US$) Table United States Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table United States Key Players Machine Learning in Communication Market Share (2018-2019) Table United States Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table United States Machine Learning in Communication Market Share by Type (2014-2019) Table United States Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table United States Machine Learning in Communication Market Share by Application (2014-2019) Figure Europe Machine Learning in Communication Market Size 2014-2019 (Million US$) Table Europe Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table Europe Key Players Machine Learning in Communication Market Share (2018-2019) Table Europe Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table Europe Machine Learning in Communication Market Share by Type (2014-2019) Table Europe Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table Europe Machine Learning in Communication Market Share by Application (2014-2019) Figure China Machine Learning in Communication Market Size 2014-2019 (Million US$) Table China Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table China Key Players Machine Learning in Communication Market Share (2018-2019) Table China Machine Learning in Communication Market Size by Type (2014-20189) (Million US$) Table China Machine Learning in Communication Market Share by Type (2014-2019) Table China Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table China Machine Learning in Communication Market Share by Application (2014-2019) Figure Japan Machine Learning in Communication Market Size 2014-2019 (Million US$) Table Japan Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table Japan Key Players Machine Learning in Communication Market Share (2018-2019) Table Japan Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table Japan Machine Learning in Communication Market Share by Type (2014-2019) Table Japan Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table Japan Machine Learning in Communication Market Share by Application (2014-2019) Figure Southeast Asia Machine Learning in Communication Market Size 2014-2019 (Million US$) Table Southeast Asia Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table Southeast Asia Key Players Machine Learning in Communication Market Share (2018-2019) Table Southeast Asia Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table Southeast Asia Machine Learning in Communication Market Share by Type (2014-2019) Table Southeast Asia Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table Southeast Asia Machine Learning in Communication Market Share by Application (2014-2019) Figure India Machine Learning in Communication Market Size 2014-2019 (Million US$) Table India Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table India Key Players Machine Learning in Communication Market Share (2018-2019) Table India Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table India Machine Learning in Communication Market Share by Type (2014-2019) Table India Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table India Machine Learning in Communication Market Share by Application (2014-2019) Figure Central & South America Machine Learning in Communication Market Size 2014-2019 (Million US$) Table Central & South America Key Players Machine Learning in Communication Revenue (2018-2019) (Million US$) Table Central & South America Key Players Machine Learning in Communication Market Share (2018-2019) Table Central & South America Machine Learning in Communication Market Size by Type (2014-2019) (Million US$) Table Central & South America Machine Learning in Communication Market Share by Type (2014-2019) Table Central & South America Machine Learning in Communication Market Size by Application (2014-2019) (Million US$) Table Central & South America Machine Learning in Communication Market Share by Application (2014-2019) Table Amazon Company Details Table Amazon Revenue in Machine Learning in Communication Business (2014-2019) (Million US$) Figure Amazon Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Amazon Recent Development Table IBM Company Details Table IBM Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure IBM Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table IBM Recent Development Table Microsoft Company Details Table Microsoft Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Microsoft Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Microsoft Recent Development Table Google Company Details Table Google Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Google Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Google Recent Development Table Nextiva Company Details Table Nextiva Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Nextiva Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Nextiva Recent Development Table Nexmo Company Details Table Nexmo Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Nexmo Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Nexmo Recent Development Table Twilio Company Details Table Twilio Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Twilio Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Twilio Recent Development Table Dialpad Company Details Table Dialpad Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Dialpad Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Dialpad Recent Development Table Cisco Company Details Table Cisco Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure Cisco Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table Cisco Recent Development Table RingCentral Company Details Table RingCentral Revenue in Machine Learning in Communication Business (2014-2019)(Million US$) Figure RingCentral Revenue Growth Rate in Machine Learning in Communication Business (2014-2019) Table RingCentral Recent Development Table Global Machine Learning in Communication Market Size by Regions (Million US$) 2019-2025 Figure Global Machine Learning in Communication Market Size Share by Regions (2019-2025) Figure Global Machine Learning in Communication Market Size Share by Regions in 2025 Figure United States Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure Europe Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure China Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure Japan Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure Southeast Asia Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure India Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Figure Central & South America Machine Learning in Communication Market Size Forecast (2019-2025)(Million USD) Table Global Machine Learning in Communication Market Size by Product (2019-2025) (Million US$) Figure Global Machine Learning in Communication Market Size by Product (2019-2025) Figure Global Machine Learning in Communication Market Size by Product in 2025 Table Global Machine Learning in Communication Market Size by Application (2019-2025) (Million US$) Figure Global Machine Learning in Communication Market Size by Application (2019-2025) Figure Global Machine Learning in Communication Market Size by Application in 2025 Table Research Programs/Design for This Report Figure Bottom-up and Top-down Approaches for This Report Figure Data Triangulation Table Key Data Information from Secondary Sources Table Key Data Information from Primary Sources

This research study involved the extensive usage of both primary and secondary data sources.  The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. Top-down and bottom-up approaches are used to validate the global market size market and estimate the market size for manufacturers, regions segments, product segments and applications (end users). All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from QYResearch and presented in this report.
 

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
 

Secondary Sources occupies Approximately 25% of Sources, such as press releases, annual reports, Non-Profit organizations, industry associations, governmental agencies and customs data, and so on; This research study involved the usage of widespread secondary sources; directories; databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), TRADING ECONOMICS, and avention; Investing News Network; statista; Federal Reserve Economic Data; annual reports; BIS Statistics; ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and commercial study of the Light Aircraft market. It was also used to obtain important information about the top players, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
 

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product manufacturers (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers etc.
 

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end users (product buyers), and related key executives from various key companies and organizations operating in the global market.
 

Primary research was conducted to identify segmentation types, product price range, product applications, key players, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
 

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