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. CHINA & INDIA LED ASIA PACIFIC TO BE THE FASTEST-GROWING MARKET
3.2.3. CLOUD IS THE MOST PREFERRED DEPLOYMENT MODE
3.2.4. SMALL & MEDIUM-SIZED ENTERPRISES (SMEs) IS PROJECTED TO GROW AT FASTEST CAGR
3.2.5. 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 OF 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
10.2. EUROPE
10.2.1. UNITED KINGDOM
10.2.2. GERMANY
10.2.3. FRANCE
10.2.4. SPAIN
10.2.5. ITALY
10.2.6. RUSSIA
10.2.7. REST OF EUROPE
10.3. ASIA PACIFIC
10.3.1. CHINA
10.3.2. JAPAN
10.3.3. INDIA
10.3.4. SOUTH KOREA
10.3.5. AUSTRALIA
10.3.6. REST OF ASIA PACIFIC
10.4. REST OF WORLD
10.4.1. LATIN AMERICA
10.4.2. MIDDLE EAST & AFRICA
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: GLOBAL MACHINE LEARNING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 2: LIST OF PROMINENT START-UPS IN MACHINE LEARNING
TABLE 3: TIMELINE OF MACHINE LEARNING
TABLE 4: GLOBAL MACHINE LEARNING MARKET, BY DEPLOYMENT, 2019-2027 (IN $ MILLION)
TABLE 5: GLOBAL CLOUD MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 6: GLOBAL ON-PREMISE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 7: GLOBAL MACHINE LEARNING MARKET, BY SERVICES, 2019-2027 (IN $ MILLION)
TABLE 8: GLOBAL PROFESSIONAL SERVICES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 9: GLOBAL MANAGED SERVICES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 10: GLOBAL MACHINE LEARNING MARKET, BY ORGANIZATION SIZE, 2019-2027 (IN $ MILLION)
TABLE 11: GLOBAL LARGE ENTERPRISES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 12: GLOBAL SMALL & MEDIUM-SIZED ENTERPRISES (SMEs) MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 13: GLOBAL MACHINE LEARNING MARKET, BY VERTICALS, 2019-2027 (IN $ MILLION)
TABLE 14: GLOBAL BANKING, FINANCIAL SERVICES & INSURANCE (BFSI) MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 15: GLOBAL HEALTHCARE & LIFE SCIENCES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 16: GLOBAL RETAIL MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 17: GLOBAL TELECOMMUNICATION MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 18: GLOBAL GOVERNMENT & DEFENSE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 19: GLOBAL MANUFACTURING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 20: GLOBAL MEDIA & ADVERTISING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 21: GLOBAL ENERGY & UTILITIES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 22: GLOBAL OTHER VERTICALS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 23: OPPORTUNITY MATRIX
TABLE 24: VENDOR LANDSCAPE
TABLE 25: PATENTS FILLED IN MACHINE LEANING BY KEY TECHNOLOGY COMPANIES, 2017
TABLE 26: GLOBAL MACHINE LEARNING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 27: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 28: EUROPE MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 29: ASIA PACIFIC MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 30: REST OF WORLD MACHINE LEARNING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 31: LIST OF MERGER & ACQUISITIONS
TABLE 32: LIST OF PRODUCT DEVELOPMENT
TABLE 33: LIST OF COLLABORATION & PARTNERSHIP
TABLE 34: LIST OF OTHER KEY STRATEGIES
List of Figures
FIGURE 1: GLOBAL MACHINE LEARNING MARKET, BY VERTICALS, 2018 & 2027 (IN %)
FIGURE 2: NORTH AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 3: ASIA PACIFIC MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 4: NUMBER OF CONNECTED DEVICES WORLDWIDE, 2015-2025
FIGURE 5: GLOBAL MACHINE LEARNING MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)
FIGURE 6: GLOBAL MACHINE LEARNING MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)
FIGURE 7: GLOBAL MACHINE LEARNING MARKET, BY PROFESSIONAL SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 8: GLOBAL MACHINE LEARNING MARKET, BY MANAGED SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 9: GLOBAL MACHINE LEARNING MARKET, BY LARGE ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 10: GLOBAL MACHINE LEARNING MARKET, BY SMALL & MEDIUM-SIZED ENTERPRISES (SMEs), 2019-2027 (IN $ MILLION)
FIGURE 11: GLOBAL MACHINE LEARNING MARKET, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), 2019-2027 (IN $ MILLION)
FIGURE 12: GLOBAL MACHINE LEARNING MARKET, BY HEALTHCARE & LIFE SCIENCES, 2019-2027 (IN $ MILLION)
FIGURE 13: GLOBAL MACHINE LEARNING MARKET, BY RETAIL, 2019-2027 (IN $ MILLION)
FIGURE 14: GLOBAL MACHINE LEARNING MARKET, BY TELECOMMUNICATION, 2019-2027 (IN $ MILLION)
FIGURE 15: GLOBAL MACHINE LEARNING MARKET, BY GOVERNMENT & DEFENSE, 2019-2027 (IN $ MILLION)
FIGURE 16: GLOBAL MACHINE LEARNING MARKET, BY MANUFACTURING, 2019-2027 (IN $ MILLION)
FIGURE 17: GLOBAL MACHINE LEARNING MARKET, BY MEDIA & ADVERTISING, 2019-2027 (IN $ MILLION)
FIGURE 18: GLOBAL MACHINE LEARNING MARKET, BY ENERGY & UTILITIES, 2019-2027 (IN $ MILLION)
FIGURE 19: GLOBAL MACHINE LEARNING MARKET, BY OTHER VERTICALS, 2019-2027 (IN $ MILLION)
FIGURE 20: PORTER’S FIVE FORCE ANALYSIS
FIGURE 21: KEY BUYING IMPACT ANALYSIS
FIGURE 22: VALUE CHAIN ANALYSIS
FIGURE 23: PATENTS FILLED IN ARTIFICIAL INTELLIGENCE BY KEY TECHNOLOGY COMPANIES, 2009-2017
FIGURE 24: GLOBAL MACHINE LEARNING MARKET, REGIONAL OUTLOOK, 2018 & 2027 (IN %)
FIGURE 25: UNITED STATES MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 26: CANADA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 27: UNITED KINGDOM MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 28: GERMANY MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 29: FRANCE MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 30: SPAIN MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 31: ITALY MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 32: RUSSIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 33: REST OF EUROPE MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 34: CHINA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 35: JAPAN MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 36: INDIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 37: SOUTH KOREA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 38: AUSTRALIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 39: REST OF ASIA PACIFIC MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 40: LATIN AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 41: MIDDLE EAST & AFRICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 42: MARKET SHARE ANALYSIS OF KEY PLAYERS IN 2017 (IN %)
List of Figures
FIGURE 1: GLOBAL MACHINE LEARNING MARKET, BY VERTICALS, 2018 & 2027 (IN %)
FIGURE 2: NORTH AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 3: ASIA PACIFIC MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 4: NUMBER OF CONNECTED DEVICES WORLDWIDE, 2015-2025
FIGURE 5: GLOBAL MACHINE LEARNING MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)
FIGURE 6: GLOBAL MACHINE LEARNING MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)
FIGURE 7: GLOBAL MACHINE LEARNING MARKET, BY PROFESSIONAL SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 8: GLOBAL MACHINE LEARNING MARKET, BY MANAGED SERVICES, 2019-2027 (IN $ MILLION)
FIGURE 9: GLOBAL MACHINE LEARNING MARKET, BY LARGE ENTERPRISES, 2019-2027 (IN $ MILLION)
FIGURE 10: GLOBAL MACHINE LEARNING MARKET, BY SMALL & MEDIUM-SIZED ENTERPRISES (SMEs), 2019-2027 (IN $ MILLION)
FIGURE 11: GLOBAL MACHINE LEARNING MARKET, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), 2019-2027 (IN $ MILLION)
FIGURE 12: GLOBAL MACHINE LEARNING MARKET, BY HEALTHCARE & LIFE SCIENCES, 2019-2027 (IN $ MILLION)
FIGURE 13: GLOBAL MACHINE LEARNING MARKET, BY RETAIL, 2019-2027 (IN $ MILLION)
FIGURE 14: GLOBAL MACHINE LEARNING MARKET, BY TELECOMMUNICATION, 2019-2027 (IN $ MILLION)
FIGURE 15: GLOBAL MACHINE LEARNING MARKET, BY GOVERNMENT & DEFENSE, 2019-2027 (IN $ MILLION)
FIGURE 16: GLOBAL MACHINE LEARNING MARKET, BY MANUFACTURING, 2019-2027 (IN $ MILLION)
FIGURE 17: GLOBAL MACHINE LEARNING MARKET, BY MEDIA & ADVERTISING, 2019-2027 (IN $ MILLION)
FIGURE 18: GLOBAL MACHINE LEARNING MARKET, BY ENERGY & UTILITIES, 2019-2027 (IN $ MILLION)
FIGURE 19: GLOBAL MACHINE LEARNING MARKET, BY OTHER VERTICALS, 2019-2027 (IN $ MILLION)
FIGURE 20: PORTER’S FIVE FORCE ANALYSIS
FIGURE 21: KEY BUYING IMPACT ANALYSIS
FIGURE 22: VALUE CHAIN ANALYSIS
FIGURE 23: PATENTS FILLED IN ARTIFICIAL INTELLIGENCE BY KEY TECHNOLOGY COMPANIES, 2009-2017
FIGURE 24: GLOBAL MACHINE LEARNING MARKET, REGIONAL OUTLOOK, 2018 & 2027 (IN %)
FIGURE 25: UNITED STATES MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 26: CANADA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 27: UNITED KINGDOM MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 28: GERMANY MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 29: FRANCE MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 30: SPAIN MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 31: ITALY MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 32: RUSSIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 33: REST OF EUROPE MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 34: CHINA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 35: JAPAN MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 36: INDIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 37: SOUTH KOREA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 38: AUSTRALIA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 39: REST OF ASIA PACIFIC MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 40: LATIN AMERICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 41: MIDDLE EAST & AFRICA MACHINE LEARNING MARKET, 2019-2027 (IN $ MILLION)
FIGURE 42: MARKET SHARE ANALYSIS OF KEY PLAYERS IN 2017 (IN %)
List of Tables
TABLE 1: GLOBAL MACHINE LEARNING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 2: LIST OF PROMINENT START-UPS IN MACHINE LEARNING
TABLE 3: TIMELINE OF MACHINE LEARNING
TABLE 4: GLOBAL MACHINE LEARNING MARKET, BY DEPLOYMENT, 2019-2027 (IN $ MILLION)
TABLE 5: GLOBAL CLOUD MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 6: GLOBAL ON-PREMISE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 7: GLOBAL MACHINE LEARNING MARKET, BY SERVICES, 2019-2027 (IN $ MILLION)
TABLE 8: GLOBAL PROFESSIONAL SERVICES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 9: GLOBAL MANAGED SERVICES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 10: GLOBAL MACHINE LEARNING MARKET, BY ORGANIZATION SIZE, 2019-2027 (IN $ MILLION)
TABLE 11: GLOBAL LARGE ENTERPRISES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 12: GLOBAL SMALL & MEDIUM-SIZED ENTERPRISES (SMEs) MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 13: GLOBAL MACHINE LEARNING MARKET, BY VERTICALS, 2019-2027 (IN $ MILLION)
TABLE 14: GLOBAL BANKING, FINANCIAL SERVICES & INSURANCE (BFSI) MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 15: GLOBAL HEALTHCARE & LIFE SCIENCES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 16: GLOBAL RETAIL MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 17: GLOBAL TELECOMMUNICATION MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 18: GLOBAL GOVERNMENT & DEFENSE MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 19: GLOBAL MANUFACTURING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 20: GLOBAL MEDIA & ADVERTISING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 21: GLOBAL ENERGY & UTILITIES MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 22: GLOBAL OTHER VERTICALS MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 23: OPPORTUNITY MATRIX
TABLE 24: VENDOR LANDSCAPE
TABLE 25: PATENTS FILLED IN MACHINE LEANING BY KEY TECHNOLOGY COMPANIES, 2017
TABLE 26: GLOBAL MACHINE LEARNING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)
TABLE 27: NORTH AMERICA MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 28: EUROPE MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 29: ASIA PACIFIC MACHINE LEARNING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)
TABLE 30: REST OF WORLD MACHINE LEARNING MARKET, BY REGION, 2019-2027 (IN $ MILLION)
TABLE 31: LIST OF MERGER & ACQUISITIONS
TABLE 32: LIST OF PRODUCT DEVELOPMENT
TABLE 33: LIST OF COLLABORATION & PARTNERSHIP
TABLE 34: LIST OF OTHER KEY STRATEGIES