Machine Learning as a Service (MLaaS) Market Research Report- Forecast 2022

Machine Learning as a Service (MLaaS) Market Research Report- Forecast 2022

ID: MRFR/SEM/1865-HCRR | December, 2017 | Region: Global | 100 pages | Half-Cooked Research Reports

Machine Learning as a Service (MLaaS) Market, By Component (Software tools, Cloud APIs, Web-based APIs), By Application (Network analytics, Predictive maintenance, Augmented reality), By Deployment (Cloud, On Premise), By End-User (Manufacturing, Healthcare, BFSI, Transportation, Government, Retail)- Forecast 2022

Market Synopsis of Machine Learning as a Service (MLaaS) Market:


Market Scenario:


Machine learning as a service refers to a range of services which offer machine learning tools as a part of cloud computing services, these tools include data visualization, APIs, face recognition, natural language processing, predictive analytics and deep learning. The main advantage of machine learning as a service is that customer can get started quickly with machine learning without downloading and installing any software at their end. Machine learning as a service delivers developers services which include data modeling APIs, machine learning algorithms, data transformations and predictive analytics.


The increased volume of data and diverse data to be handled qualitatively, are major factors driving the growth of Machine Learning as a Service (MLaaS) market. The innovations in automation technologies and increasing adoption of cloud-based systems is boosting the growth of machine learning as a service market. Apart from it availability of data storage at a cheaper rate and adoption of Internet of Things (IoT) is also driving the Machine Learning as a Service (MLaaS) market. The study indicates that lack the historical data is one of the major restraining factor in the growth of machine learning as a service (MLaaS) market.


Machine learning as a Service (MLaaS) market is segmented on the basis component, application, organization size, deployment and end-user. It has been observed that adoption of cloud technologies has become worldwide, this has resulted in increase of demand for cloud-based machine learning as a service (MLaaS).


The global machine learning as a service (MLaaS) market is expected to grow at USD ~4630 Million by 2022, at ~40% of CAGR between 2016 and 2022.


 


Study Objectives of Machine Learning as a Service (MLaaS) Market:



  • To provide detailed analysis of the market structure along with forecast of the various segments and sub-segments of the machine learning as a service (MLaaS) market.

  • To provide insights about factors affecting the market growth.

  • To analyze the machine learning as a service (MLaaS) market based porter’s five force analysis etc.

  • To provide historical and forecast revenue of the market segments and sub-segments with respect to four main geographies and their countries- North America, Europe, Asia, and Rest of the World (ROW).

  • To provide country level analysis of the market with respect to the current market size and future prospective.

  • To provide country level analysis of the market for segment on the basis of component, application, organization size, deployment and end-user.

  • To provide strategic profiling of key players in the market, comprehensively analyzing their core competencies, and drawing a competitive landscape for the market.

  • To track and analyze competitive developments such as joint ventures, strategic alliances, mergers and acquisitions, new product developments, and research and developments in the machine learning as a service (MLaaS).




Machine Learning as a Service (MLaaS) Market:
Machine Learning as a Service Market


Key Players:


The prominent players in the machine learning as a service (MLaaS) Market are- Google (U.S.), BigML (U.S.), Microsoft (U.S.), IBM (U.S.), Amazon Web Services (U.S.), AT&T (U.S.), Fuzzy.ai (Canada), Yottamine Analytics (U.S.), Ersatz Labs, Inc. (U.S.), and Sift Science, Inc. (U.S.) among others


Segments:


Machine learning as a Service (MLaaS) by Component:



  • Software tools

  • Cloud based APIs

  • Web based APIs




Machine learning as a Service (MLaaS) by Application:



  • Network analytics

  • Predictive maintenance

  • Augmented reality

  • Marketing and advertising

  • Risk analytics and fraud detection

  • Others




Machine learning as a Service (MLaaS) by Organization size:



  • SMBs

  • Large enterprises




Machine Learning as a Service (MLaaS) by Deployment Type:



  • Cloud

  • On premise




Machine Learning as a Service (MLaaS) by End-user:



  • Manufacturing

  • BFSI

  • Healthcare

  • Retail

  • Transportation

  • Government

  • Telecom

  • Others


 


Regional Analysis:
The regional analysis of machine learning as a service (MLaaS) market is being studied for region such as Asia pacific, North America, Europe and Rest of the World. The study indicates that North America region would dominate the machine learning as a service (MLaaS) market by the forecast period followed by Europe owing to the major developments in the field of machine learning as a service witnessed in countries such as the U.S. and Canada. The study also indicates that U.S. and Canada are hub of large as well as start-ups vendors in the North America region .The study indicates that Asia-Pacific countries like China, Japan, South Korea, India and others are highly investing in R&D. The study reveals that Asia-Pacific region would show a positive growth in machine learning as a service (MLaaS) market by the forecast period.


Intended Audience:



  • Machine learning as a service (MLaaS) vendors

  • Resellers and distributors

  • Technology investors

  • System Integrators

  • Government  Organizations

  • Research/Consultancy firms

  • Network solution providers

  • Independent software vendors

  • Managed Security Service Providers (MSSPs)

TABLE OF CONTENTS

1    MARKET INTRODUCTION


      1.1    INTRODUCTION    

      1.2    SCOPE OF STUDY

            1.2.1    RESEARCH OBJECTIVE

            1.2.2    ASSUMPTIONS

            1.2.3    LIMITATIONS

      1.3    MARKET STRUCTURE

2    RESEARCH METHODOLOGY

      2.1    RESEARCH NETWORK SOLUTION

      2.2    PRIMARY RESEARCH

      2.3    SECONDARY RESEARCH

      2.4    FORECAST MODEL

            2.4.1    MARKET DATA COLLECTION, ANALYSIS & FORECAST

            2.4.2    MARKET SIZE ESTIMATION

3    MARKET DYNAMICS 

      3.1    INTRODUCTION

      3.2    MARKET DRIVERS

      3.3    MARKET CHALLENGES

      3.4    MARKET OPPORTUNITIES 

      3.5    MARKET RESTRAINTS

4    EXECUTIVE SUMMARY 

5.    MARKET FACTOR ANALYSIS


      5.1    PORTER’S FIVE FORCES ANALYSIS

      5.2    SUPPLY CHAIN ANALYSIS

6    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY SEGMENTS

      6.1    INTRODUCTION

      6.2    MARKET STATISTICS

            6.2.1    BY COMPONENT

                6.2.1.1    Software tools

                6.2.1.2    Cloud based APIs

                6.2.1.3     Web based APIs

            6.2.2    BY APPLICATION

                6.2.2.1    Network analytics    

                6.2.2.2    Predictive maintenance

                6.2.2.3    Augmented reality

                6.2.2.4    Marketing and advertising

                6.2.2.5    Risk analytics and fraud detection

            6.2.3    BY DEPLOYMENT

                6.2.3.1    ON CLOUD

                6.2.3.2    ON PREMISE

            6.2.4    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET BY ORGANIZATION SIZE:

                6.2.4.1    SMBs

                6.2.4.2    Large enterprises

            6.2.5    BY END-USER

                6.2.5.1    BFSI

                6.2.5.2    MANUFACTURING

                6.2.5.3    HEALTHCARE

                6.2.5.4    TRANSPORTATION

                6.2.5.5    RETAIL

                6.2.5.6    TELECOMMUNICATION

                6.2.5.7    OTHERS

            6.2.6    BY GEOGRAPHY

                6.2.6.1    NORTH AMERICA

                6.2.6.2    EUROPE

                6.2.6.3    ASIA-PACIFIC

                6.2.6.4    REST OF THE WORLD

7    COMPETITIVE ANALYSIS

      7.1    MARKET SHARE ANALYSIS

      7.2    COMPANY PROFILES

            7.2.1    Google (U.S.)

            7.2.2    BigML (U.S.)

            7.2.3    Microsoft (U.S.)

            7.2.4    IBM (U.S.)

            7.2.5    Amazon Web Services (U.S.)

            7.2.6    AT&T (U.S.)

            7.2.7    Fuzzy.ai (Canada)

            7.2.8    Yottamine Analytics (U.S.)

            7.2.9    Ersatz Labs, Inc. (U.S.)

            7.2.10    Sift Science, Inc. (U.S.)

            7.2.11     OTHERS



LIST OF TABLES

TABLE 1    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 2    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 3    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 4    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 5    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 6    MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY REGIONS 

TABLE 7    NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 8    NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 9    NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 10 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 11 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 12 U.S. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 13 U.S. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 14 U.S. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 15 U.S. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 16 U.S. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 17 CANADA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 18 CANADA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 19 CANADA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 20 CANADA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 21 CANADA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 22 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 23 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 24 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 25 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 26 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 27 GERMANY MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 28 GERMANY MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 29 GERMANY MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 30 GERMANY MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 31 GERMANY MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 32 FRANCE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 33 FRANCE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 34 FRANCE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 35 FRANCE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 36 FRANCE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 37 U.K. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 38 U.K. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 39 U.K. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 40 U.K. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 41 U.K. MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 42 REST OF EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 43 REST OF EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 44 REST OF EUROPE CHIP MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 45 REST OF EUROPE CHIP MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 46 REST OF EUROPE CHIP MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 47 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 48 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 49 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 50 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 51 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

TABLE 52 MIDDLE EAST & AFRICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT

TABLE 53 MIDDLE EAST & AFRICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION

TABLE 54 MIDDLE EAST & AFRICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE

TABLE 55 MIDDLE EAST & AFRICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE

TABLE 56 MIDDLE EAST & AFRICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER

LIST OF FIGURES

FIGURE 1 RESEARCH NETWORK SOLUTION

FIGURE 2 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY COMPONENT (%)

FIGURE 3 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY APPLICATION (%)

FIGURE 4 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY DEPLOYMENT TYPE (%)

FIGURE 5 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY ORGANIZATION SIZE (%)

FIGURE 6 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY END-USER (%)

FIGURE 7 MACHINE LEARNING AS A SERVICE (MLAAS) MARKET: BY REGION 

FIGURE 8 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT (%)

FIGURE 9 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION (%)

FIGURE 10 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE (%)

FIGURE 11 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE (%)

FIGURE 12 NORTH AMERICA MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER (%)

FIGURE 13 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT (%)

FIGURE 14 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION (%)

FIGURE 15 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE (%)

FIGURE 16 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE (%)

FIGURE 17 EUROPE MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER (%)

FIGURE 18 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT (%)

FIGURE 19 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION (%)

FIGURE 20 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE (%)

FIGURE 21 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE (%)

FIGURE 22 ASIA-PACIFIC MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER (%)

FIGURE 23 ROW MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY COMPONENT (%)

FIGURE 24 ROW MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY APPLICATION (%)

FIGURE 25 ROW MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY DEPLOYMENT TYPE (%)

FIGURE 26 ROW MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY ORGANIZATION SIZE (%)

FIGURE 27 ROW MACHINE LEARNING AS A SERVICE (MLAAS) MARKET, BY END-USER (%)