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 (%)
