Table of Content

1. RESEARCH SCOPE
1.1. STUDY GOALS
1.2. SCOPE OF THE MARKET STUDY
1.3. WHO WILL FIND THIS REPORT USEFUL?
1.4. STUDY AND FORECASTING YEARS

2. RESEARCH METHODOLOGY
2.1. SOURCES OF DATA
2.1.1. SECONDARY DATA
2.1.2. PRIMARY DATA
2.2. TOP-DOWN APPROACH
2.3. BOTTOM-UP APPROACH
2.4. DATA TRIANGULATION

3. EXECUTIVE SUMMARY
3.1. MARKET SUMMARY
3.2. KEY FINDINGS
3.2.1. NORTH AMERICA DOMINATES THE OVERALL MARKET
3.2.2. CLOUD IS THE MOST PREFERRED DEPLOYMENT MODE
3.2.3. SMALL & MEDIUM-SIZED ENTERPRISES (SMEs) IS PROJECTED TO GROW AT FASTEST CAGR
3.2.4. GROWING NUMBER OF START-UPS IN MACHINE LEARNING

4. MARKET DYNAMICS
4.1. TIMELINE OF MACHINE LEARNING
4.2. PARENT MARKET ANALYSIS: ARTIFICIAL INTELLIGENCE
4.3. MARKET SCOPE & DEFINITION
4.4. MARKET DRIVERS
4.4.1. PROLIFERATION IN DATA GENERATION
4.4.2. RISING ROBOTIZATION ACROSS NUMEROUS VERTICALS
4.4.3. CONTINUAL ADVANCEMENTS IN MACHINE LEARNING
4.4.4. GROWING ACCEPTANCE OF CONNECTED DEVICES
4.4.5. UPSURGE IN ADOPTION DATA-DRIVEN APPLICATIONS
4.5. MARKET RESTRAINTS
4.5.1. COMPLEXITIES IN MANAGING SENSITIVE DATA
4.5.2. TECHNOLOGICAL LIMITATIONS
4.6. MARKET OPPORTUNITIES
4.6.1. GROWING INTEREST IN INTELLIGENT BUSINESS PROCESSES
4.6.2. INTEGRATION OF BIG DATA WITH ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
4.6.3. HIGH DEMAND FROM NUMEROUS END USER INDUSTRIES
4.7. MARKET CHALLENGES
4.7.1. ETHICAL IMPLICATIONS OF ALGORITHMS DEPLOYED
4.7.2. SUSCEPTIBLE TO HARDWARE & SOFTWARE MALFUNCTIONS

5. MARKET BY DEPLOYMENT
5.1. CLOUD
5.2. ON-PREMISE

6. MARKET BY SERVICES
6.1. PROFESSIONAL SERVICES
6.2. MANAGED SERVICES

7. MARKET BY ORGANIZATION SIZE
7.1. LARGE ENTERPRISES
7.2. SMALL & MEDIUM-SIZED ENTERPRISES (SMEs)

8. MARKET BY INDUSTRY VERTICALS
8.1. BANKING, FINANCIAL SERVICES & INSURANCE (BFSI)
8.2. HEALTHCARE & LIFE SCIENCES
8.3. RETAIL
8.4. TELECOMMUNICATION
8.5. GOVERNMENT & DEFENSE
8.6. MANUFACTURING
8.7. ENERGY & UTILITIES
8.8. MEDIA & ADVERTISING
8.9. OTHER VERTICALS

9. KEY ANALYTICS
9.1. PORTER’S FIVE FORCE MODEL
9.1.1. THREAT OF NEW ENTRANTS
9.1.2. THREAT OF SUBSTITUTE
9.1.3. BARGAINING POWER OF SUPPLIERS
9.1.4. BARGAINING POWER OF BUYERS
9.1.5. THREAT OF COMPETITIVE RIVALRY
9.2. KEY BUYING CRITERIA
9.2.1. PRICE
9.2.2. SCALABILITY
9.2.3. TRAINING TIME
9.2.4. APPLICATION
9.3. VALUE CHAIN ANALYSIS
9.3.1. SOFTWARE DEVELOPMENT
9.3.2. CLOUD
9.3.3. USERS
9.4. PATENT ANALYSIS
9.5. OPPORTUNITY MATRIX
9.6. VENDOR LANDSCAPE

10. GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1. UNITED STATES
10.1.2. CANADA

11. COMPETITIVE LANDSCAPE
11.1. MARKET SHARE ANALYSIS
11.2. CORPORATE STRATEGIES
11.2.1. MERGER & ACQUISITIONS
11.2.2. PRODUCT DEVELOPMENT
11.2.3. COLLABORATION & PARTNERSHIP
11.2.4. OTHER KEY STRATEGIES
11.3. COMPANY PROFILES
11.3.1. AMAZON WEB SERVICES INC.
11.3.2. BAIDU, INC.
11.3.3. DELL, INC.
11.3.4. FAIR ISAAC CORPORATION (FICO)
11.3.5. FRACTAL ANALYTICS
11.3.6. GOOGLE, INC.
11.3.7. HEWLETT PACKARD ENTERPRISE (HPE)
11.3.8. IBM CORPORATION (INTERNATIONAL BUSINESS MACHINES)
11.3.9. INTEL CORPORATION
11.3.10. MICROSOFT CORPORATION
11.3.11. ORACLE CORPORATION
11.3.12. SAP SE
11.3.13. TERADATA CORPORATION
11.3.14. TIBCO SOFTWARE INC.
11.3.15. TRADEMARKVISION

List of Tables
TABLE 1: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 2: LIST OF PROMINENT START-UPS IN MACHINE LEARNING
TABLE 3: TIMELINE OF MACHINE LEARNING
TABLE 4: NORTH AMERICA MACHINE LEARNING MARKET, BY DEPLOYMENT, 2019-2027 (IN $ MILLION)
TABLE 5: NORTH AMERICA MACHINE LEARNING MARKET, BY SERVICES, 2019-2027 (IN $ MILLION)
TABLE 6: NORTH AMERICA MACHINE LEARNING MARKET, BY ORGANIZATION SIZE, 2019-2027 (IN $ MILLION)
TABLE 7: NORTH AMERICA MACHINE LEARNING MARKET, BY INDUSTRY VERTICALS 2019-2027 (IN $ MILLION)
TABLE 8: OPPORTUNITY MATRIX
TABLE 9: VENDOR LANDSCAPE
TABLE 10: PATENTS FILLED IN MACHINE LEARNING BY KEY TECHNOLOGY COMPANIES, 2017
TABLE 11: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 12: LIST OF MERGER & ACQUISITIONS
TABLE 13: LIST OF PRODUCT DEVELOPMENT
TABLE 14: LIST OF COLLABORATION & PARTNERSHIP
TABLE 15: LIST OF OTHER KEY STRATEGIES

List of Figures
FIGURE 1: NORTH AMERICA MACHINE LEARNING MARKET, BY INDUSTRY VERTICALS, 2018 & 2027 (IN %)
FIGURE 2: NORTH AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 3: NUMBER OF CONNECTED DEVICES WORLDWIDE, 2015-2025
FIGURE 4: NORTH AMERICA MACHINE LEARNING MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)
FIGURE 5: NORTH AMERICA MACHINE LEARNING MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)
FIGURE 6: NORTH AMERICA MACHINE LEARNING MARKET, BY PROFESSIONAL SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 7: NORTH AMERICA MACHINE LEARNING MARKET, BY MANAGED SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 8: NORTH AMERICA MACHINE LEARNING MARKET, BY LARGE ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 9: NORTH AMERICA MACHINE LEARNING MARKET, BY SMALL & MEDIUM-SIZED ENTERPRISES (SMEs), 2019-2027 (IN $ MILLION)
FIGURE 10: NORTH AMERICA MACHINE LEARNING MARKET, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), 2019-2027 (IN $ MILLION)
FIGURE 11: NORTH AMERICA MACHINE LEARNING MARKET, BY HEALTHCARE & LIFE SCIENCES, 2019-2027 (IN $ MILLION)
FIGURE 12: NORTH AMERICA MACHINE LEARNING MARKET, BY RETAIL, 2019-2027 (IN $ MILLION)
FIGURE 13: NORTH AMERICA MACHINE LEARNING MARKET, BY TELECOMMUNICATION, 2019-2027 (IN $ MILLION)
FIGURE 14: NORTH AMERICA MACHINE LEARNING MARKET, BY GOVERNMENT & DEFENSE, 2019-2027 (IN $ MILLION)
FIGURE 15: NORTH AMERICA MACHINE LEARNING MARKET, BY MANUFACTURING, 2019-2027 (IN $ MILLION)
FIGURE 16: NORTH AMERICA MACHINE LEARNING MARKET, BY MEDIA & ADVERTISING, 2019-2027 (IN $ MILLION)
FIGURE 17: NORTH AMERICA MACHINE LEARNING MARKET, BY ENERGY & UTILITIES, 2019-2027 (IN $ MILLION)
FIGURE 18: NORTH AMERICA MACHINE LEARNING MARKET, BY OTHER VERTICALS, 2019-2027 (IN $ MILLION)
FIGURE 19: PORTER’S FIVE FORCE ANALYSIS
FIGURE 20: KEY BUYING IMPACT ANALYSIS
FIGURE 21: VALUE CHAIN ANALYSIS
FIGURE 22: PATENTS FILLED IN ARTIFICIAL INTELLIGENCE BY KEY TECHNOLOGY COMPANIES, 2009-2017
FIGURE 23: NORTH AMERICA MACHINE LEARNING MARKET, REGIONAL OUTLOOK, 2018 & 2027 (IN %)
FIGURE 24: UNITED STATES MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 25: CANADA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 26: MARKET SHARE ANALYSIS OF KEY PLAYERS IN 2017 (IN %)



List of Figures


FIGURE 1: NORTH AMERICA MACHINE LEARNING MARKET, BY INDUSTRY VERTICALS, 2018 & 2027 (IN %)
FIGURE 2: NORTH AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 3: NUMBER OF CONNECTED DEVICES WORLDWIDE, 2015-2025
FIGURE 4: NORTH AMERICA MACHINE LEARNING MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)
FIGURE 5: NORTH AMERICA MACHINE LEARNING MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)
FIGURE 6: NORTH AMERICA MACHINE LEARNING MARKET, BY PROFESSIONAL SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 7: NORTH AMERICA MACHINE LEARNING MARKET, BY MANAGED SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 8: NORTH AMERICA MACHINE LEARNING MARKET, BY LARGE ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 9: NORTH AMERICA MACHINE LEARNING MARKET, BY SMALL & MEDIUM-SIZED ENTERPRISES (SMEs), 2019-2027 (IN $ MILLION)
FIGURE 10: NORTH AMERICA MACHINE LEARNING MARKET, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), 2019-2027 (IN $ MILLION)
FIGURE 11: NORTH AMERICA MACHINE LEARNING MARKET, BY HEALTHCARE & LIFE SCIENCES, 2019-2027 (IN $ MILLION)
FIGURE 12: NORTH AMERICA MACHINE LEARNING MARKET, BY RETAIL, 2019-2027 (IN $ MILLION)
FIGURE 13: NORTH AMERICA MACHINE LEARNING MARKET, BY TELECOMMUNICATION, 2019-2027 (IN $ MILLION)
FIGURE 14: NORTH AMERICA MACHINE LEARNING MARKET, BY GOVERNMENT & DEFENSE, 2019-2027 (IN $ MILLION)
FIGURE 15: NORTH AMERICA MACHINE LEARNING MARKET, BY MANUFACTURING, 2019-2027 (IN $ MILLION)
FIGURE 16: NORTH AMERICA MACHINE LEARNING MARKET, BY MEDIA & ADVERTISING, 2019-2027 (IN $ MILLION)
FIGURE 17: NORTH AMERICA MACHINE LEARNING MARKET, BY ENERGY & UTILITIES, 2019-2027 (IN $ MILLION)
FIGURE 18: NORTH AMERICA MACHINE LEARNING MARKET, BY OTHER VERTICALS, 2019-2027 (IN $ MILLION)
FIGURE 19: PORTER’S FIVE FORCE ANALYSIS
FIGURE 20: KEY BUYING IMPACT ANALYSIS
FIGURE 21: VALUE CHAIN ANALYSIS
FIGURE 22: PATENTS FILLED IN ARTIFICIAL INTELLIGENCE BY KEY TECHNOLOGY COMPANIES, 2009-2017
FIGURE 23: NORTH AMERICA MACHINE LEARNING MARKET, REGIONAL OUTLOOK, 2018 & 2027 (IN %)
FIGURE 24: UNITED STATES MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 25: CANADA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 26: MARKET SHARE ANALYSIS OF KEY PLAYERS IN 2017 (IN %)

 

List of Tables


TABLE 1: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 2: LIST OF PROMINENT START-UPS IN MACHINE LEARNING
TABLE 3: TIMELINE OF MACHINE LEARNING
TABLE 4: NORTH AMERICA MACHINE LEARNING MARKET, BY DEPLOYMENT, 2019-2027 (IN $ MILLION)
TABLE 5: NORTH AMERICA MACHINE LEARNING MARKET, BY SERVICES, 2019-2027 (IN $ MILLION)
TABLE 6: NORTH AMERICA MACHINE LEARNING MARKET, BY ORGANIZATION SIZE, 2019-2027 (IN $ MILLION)
TABLE 7: NORTH AMERICA MACHINE LEARNING MARKET, BY INDUSTRY VERTICALS 2019-2027 (IN $ MILLION)
TABLE 8: OPPORTUNITY MATRIX
TABLE 9: VENDOR LANDSCAPE
TABLE 10: PATENTS FILLED IN MACHINE LEARNING BY KEY TECHNOLOGY COMPANIES, 2017
TABLE 11: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 12: LIST OF MERGER & ACQUISITIONS
TABLE 13: LIST OF PRODUCT DEVELOPMENT
TABLE 14: LIST OF COLLABORATION & PARTNERSHIP
TABLE 15: LIST OF OTHER KEY STRATEGIES