Global Machine Learning in Transportation Market By Component (Hardware, Software, Services), By Application (Predictive Maintenance, Demand Forecasting, Route Optimization, Traffic Management, Autonomous Vehicles), By Transportation Mode (Roadways, Railways, Maritime, Aviation), Region and Companies - Industry Segment Outlook, Market Assessment, Competition Scenario, Trends and Forecast 2024-2033

Published date: Sept. 2024
Report ID: 129507
Number of Pages:
Format:

- 1. Executive Summary
  - 1.1. Definition
  - 1.2. Taxonomy
  - 1.3. Research Scope
  - 1.4. Key Analysis
  - 1.5. Key Findings by Major Segments
  - 1.6. Top strategies by Major Players
- 2. Global Machine Learning in Transportation Market Overview
  - 2.1. Machine Learning in Transportation Market Dynamics
    2.1.1. Drivers
    2.1.2. Opportunities
    2.1.3. Restraints
    2.1.4. Challenges
  - 2.2. Macro-economic Factors
  - 2.3. Regulatory Framework
  - 2.4. Market Investment Feasibility Index
  - 2.5. PEST Analysis
  - 2.6. PORTER’S Five Force Analysis
  - 2.7. Drivers & Restraints Impact Analysis
  - 2.8. Industry Chain Analysis
  - 2.9. Cost Structure Analysis
  - 2.10. Marketing Strategy
  - 2.11. Russia-Ukraine War Impact Analysis
  - 2.12. Opportunity Map Analysis
  - 2.13. Market Competition Scenario Analysis
  - 2.14. Product Life Cycle Analysis
  - 2.15. Opportunity Orbits
  - 2.16. Manufacturer Intensity Map
  - 2.17. Major Companies sales by Value & Volume
- 3. Global Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 3.1. Global Machine Learning in Transportation Market Analysis, 2016-2021
  - 3.2. Global Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 3.3. Global Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    3.3.1. Global Machine Learning in Transportation Market Analysis by Component: Introduction
    3.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    3.3.3. Hardware
    3.3.4. Software
    3.3.5. Services
  - 3.4. Global Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    3.4.1. Global Machine Learning in Transportation Market Analysis by Application: Introduction
    3.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    3.4.3. Predictive Maintenance
    3.4.4. Demand Forecasting
    3.4.5. Route Optimization
    3.4.6. Traffic Management
    3.4.7. Autonomous Vehicles
  - 3.5. Global Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    3.5.1. Global Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    3.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    3.5.3. Roadways
    3.5.4. Railways
    3.5.5. Maritime
    3.5.6. Aviation
- 4. North America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 4.1. North America Machine Learning in Transportation Market Analysis, 2016-2021
  - 4.2. North America Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 4.3. North America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    4.3.1. North America Machine Learning in Transportation Market Analysis by Component: Introduction
    4.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    4.3.3. Hardware
    4.3.4. Software
    4.3.5. Services
  - 4.4. North America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    4.4.1. North America Machine Learning in Transportation Market Analysis by Application: Introduction
    4.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    4.4.3. Predictive Maintenance
    4.4.4. Demand Forecasting
    4.4.5. Route Optimization
    4.4.6. Traffic Management
    4.4.7. Autonomous Vehicles
  - 4.5. North America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    4.5.1. North America Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    4.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    4.5.3. Roadways
    4.5.4. Railways
    4.5.5. Maritime
    4.5.6. Aviation
- 5. Europe Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 5.1. Europe Machine Learning in Transportation Market Analysis, 2016-2021
  - 5.2. Europe Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 5.3. Europe Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    5.3.1. Europe Machine Learning in Transportation Market Analysis by Component: Introduction
    5.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    5.3.3. Hardware
    5.3.4. Software
    5.3.5. Services
  - 5.4. Europe Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    5.4.1. Europe Machine Learning in Transportation Market Analysis by Application: Introduction
    5.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    5.4.3. Predictive Maintenance
    5.4.4. Demand Forecasting
    5.4.5. Route Optimization
    5.4.6. Traffic Management
    5.4.7. Autonomous Vehicles
  - 5.5. Europe Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    5.5.1. Europe Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    5.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    5.5.3. Roadways
    5.5.4. Railways
    5.5.5. Maritime
    5.5.6. Aviation
- 6. Asia-Pacific Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 6.1. Asia-Pacific Machine Learning in Transportation Market Analysis, 2016-2021
  - 6.2. Asia-Pacific Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 6.3. Asia-Pacific Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    6.3.1. Asia-Pacific Machine Learning in Transportation Market Analysis by Component: Introduction
    6.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    6.3.3. Hardware
    6.3.4. Software
    6.3.5. Services
  - 6.4. Asia-Pacific Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    6.4.1. Asia-Pacific Machine Learning in Transportation Market Analysis by Application: Introduction
    6.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    6.4.3. Predictive Maintenance
    6.4.4. Demand Forecasting
    6.4.5. Route Optimization
    6.4.6. Traffic Management
    6.4.7. Autonomous Vehicles
  - 6.5. Asia-Pacific Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    6.5.1. Asia-Pacific Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    6.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    6.5.3. Roadways
    6.5.4. Railways
    6.5.5. Maritime
    6.5.6. Aviation
- 7. South America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 7.1. South America Machine Learning in Transportation Market Analysis, 2016-2021
  - 7.2. South America Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 7.3. South America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    7.3.1. South America Machine Learning in Transportation Market Analysis by Component: Introduction
    7.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    7.3.3. Hardware
    7.3.4. Software
    7.3.5. Services
  - 7.4. South America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    7.4.1. South America Machine Learning in Transportation Market Analysis by Application: Introduction
    7.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    7.4.3. Predictive Maintenance
    7.4.4. Demand Forecasting
    7.4.5. Route Optimization
    7.4.6. Traffic Management
    7.4.7. Autonomous Vehicles
  - 7.5. South America Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    7.5.1. South America Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    7.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    7.5.3. Roadways
    7.5.4. Railways
    7.5.5. Maritime
    7.5.6. Aviation
- 8. Middle East and Africa Machine Learning in Transportation Market Analysis, Opportunity and Forecast, 2016-2032
  - 8.1. Middle East and Africa Machine Learning in Transportation Market Analysis, 2016-2021
  - 8.2. Middle East and Africa Machine Learning in Transportation Market Opportunity and Forecast, 2023-2032
  - 8.3. Middle East and Africa Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Component, 2016-2032
    8.3.1. Middle East and Africa Machine Learning in Transportation Market Analysis by Component: Introduction
    8.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Component, 2016-2032
    8.3.3. Hardware
    8.3.4. Software
    8.3.5. Services
  - 8.4. Middle East and Africa Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Application, 2016-2032
    8.4.1. Middle East and Africa Machine Learning in Transportation Market Analysis by Application: Introduction
    8.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Application, 2016-2032
    8.4.3. Predictive Maintenance
    8.4.4. Demand Forecasting
    8.4.5. Route Optimization
    8.4.6. Traffic Management
    8.4.7. Autonomous Vehicles
  - 8.5. Middle East and Africa Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Transportation Mode, 2016-2032
    8.5.1. Middle East and Africa Machine Learning in Transportation Market Analysis by Transportation Mode: Introduction
    8.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Transportation Mode, 2016-2032
    8.5.3. Roadways
    8.5.4. Railways
    8.5.5. Maritime
    8.5.6. Aviation
- 9. Global Machine Learning in Transportation Market Analysis, Opportunity and Forecast, By Region , 2016-2032
  - 9.1. Global Machine Learning in Transportation Market Analysis by Region : Introduction
  - 9.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Region , 2016-2032
    9.2.1.North America
    9.2.2.Europe
    9.2.3.Asia-Pacific
    9.2.4.South America
    9.2.5.Middle East and Africa
- 10. Global Machine Learning in Transportation Market Competitive Landscape, Market Share Analysis, and Company Profiles
  - 10.1. Market Share Analysis
  - 10.2. Company Profiles
  - 10.3. IBM Corporation
    10.3.1. Company Overview
    10.3.2. Financial Highlights
    10.3.3. Product Portfolio
    10.3.4. SWOT Analysis
    10.3.5. Key Strategies and Developments
  - 10.4. Google LLC
    10.4.1. Company Overview
    10.4.2. Financial Highlights
    10.4.3. Product Portfolio
    10.4.4. SWOT Analysis
    10.4.5. Key Strategies and Developments
  - 10.5. Microsoft Corporation
    10.5.1. Company Overview
    10.5.2. Financial Highlights
    10.5.3. Product Portfolio
    10.5.4. SWOT Analysis
    10.5.5. Key Strategies and Developments
  - 10.6. Amazon Web Services, Inc.
    10.6.1. Company Overview
    10.6.2. Financial Highlights
    10.6.3. Product Portfolio
    10.6.4. SWOT Analysis
    10.6.5. Key Strategies and Developments
  - 10.7. Intel Corporation
    10.7.1. Company Overview
    10.7.2. Financial Highlights
    10.7.3. Product Portfolio
    10.7.4. SWOT Analysis
    10.7.5. Key Strategies and Developments
  - 10.8. NVIDIA Corporation
    10.8.1. Company Overview
    10.8.2. Financial Highlights
    10.8.3. Product Portfolio
    10.8.4. SWOT Analysis
    10.8.5. Key Strategies and Developments
  - 10.9. General Electric Company
    10.9.1. Company Overview
    10.9.2. Financial Highlights
    10.9.3. Product Portfolio
    10.9.4. SWOT Analysis
    10.9.5. Key Strategies and Developments
  - 10.10. Uber Technologies, Inc.
    10.10.1. Company Overview
    10.10.2. Financial Highlights
    10.10.3. Product Portfolio
    10.10.4. SWOT Analysis
    10.10.5. Key Strategies and Developments
  - 10.11. Daimler AG
    10.11.1. Company Overview
    10.11.2. Financial Highlights
    10.11.3. Product Portfolio
    10.11.4. SWOT Analysis
    10.11.5. Key Strategies and Developments
  - 10.12. Tesla, Inc.
    10.12.1. Company Overview
    10.12.2. Financial Highlights
    10.12.3. Product Portfolio
    10.12.4. SWOT Analysis
    10.12.5. Key Strategies and Developments
  - 10.13. Baidu, Inc.
    10.13.1. Company Overview
    10.13.2. Financial Highlights
    10.13.3. Product Portfolio
    10.13.4. SWOT Analysis
    10.13.5. Key Strategies and Developments
  - 10.14. Cisco Systems, Inc.
    10.14.1. Company Overview
    10.14.2. Financial Highlights
    10.14.3. Product Portfolio
    10.14.4. SWOT Analysis
    10.14.5. Key Strategies and Developments
  - 10.15. Siemens AG Qualcomm Technologies, Inc.
    10.15.1. Company Overview
    10.15.2. Financial Highlights
    10.15.3. Product Portfolio
    10.15.4. SWOT Analysis
    10.15.5. Key Strategies and Developments
  - 10.16. Other Key Players
    10.16.1. Company Overview
    10.16.2. Financial Highlights
    10.16.3. Product Portfolio
    10.16.4. SWOT Analysis
    10.16.5. Key Strategies and Developments
- 11. Assumptions and Acronyms
- 12. Research Methodology
- 13. Contact
- List of Tables
  - Table 1: Global Machine Learning in Transportation Market Comparison by Component (2016-2032)
  - Table 2: Global Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 3: Global Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 4: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Table 5: Global Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 6: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Table 7: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 8: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 9: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 10: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
  - Table 11: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 12: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 13: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 14: Global Machine Learning in Transportation Market Share Comparison by Region (2016-2032)
  - Table 15: Global Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 16: Global Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 17: Global Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Table 18: North America Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 19: North America Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 20: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 21: North America Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 22: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 23: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 24: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 25: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 26: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 27: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 28: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 29: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 30: North America Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Table 31: North America Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 32: North America Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 33: North America Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Table 34: Europe Machine Learning in Transportation Market Comparison by Component (2016-2032)
  - Table 35: Europe Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 36: Europe Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 37: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 38: Europe Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 39: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 40: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 41: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 42: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 43: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 44: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 45: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 46: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 47: Europe Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Table 48: Europe Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 49: Europe Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 50: Europe Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Table 51: Asia-Pacific Machine Learning in Transportation Market Comparison by Component (2016-2032)
  - Table 52: Asia-Pacific Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 53: Asia-Pacific Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 54: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 55: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 56: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 57: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 58: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 59: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 60: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 61: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 62: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 63: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 64: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Table 65: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 66: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 67: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Table 68: South America Machine Learning in Transportation Market Comparison by Component (2016-2032)
  - Table 69: South America Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 70: South America Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 71: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 72: South America Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 73: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 74: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 75: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 76: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 77: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 78: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 79: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 80: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 81: South America Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Table 82: South America Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 83: South America Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 84: South America Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Table 85: Middle East and Africa Machine Learning in Transportation Market Comparison by Component (2016-2032)
  - Table 86: Middle East and Africa Machine Learning in Transportation Market Comparison by Application (2016-2032)
  - Table 87: Middle East and Africa Machine Learning in Transportation Market Comparison by Transportation Mode (2016-2032)
  - Table 88: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 89: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Table 90: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Table 91: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Table 92: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Table 93: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Table 94: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Table 95: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Table 96: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Table 97: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Table 98: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Table 99: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Table 100: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Table 101: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
- List of Figures
  - Figure 1: Global Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 2: Global Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 3: Global Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 4: Global Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 5: Global Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 6: Global Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 7: Global Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Region in 2022
  - Figure 8: Global Machine Learning in Transportation Market Attractiveness Analysis by Region, 2016-2032
  - Figure 9: Global Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 10: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Region (2016-2032)
  - Figure 11: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 12: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 13: Global Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 14: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
  - Figure 15: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 16: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 17: Global Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 18: Global Machine Learning in Transportation Market Share Comparison by Region (2016-2032)
  - Figure 19: Global Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 20: Global Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 21: Global Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Figure 22: North America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 23: North America Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 24: North America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 25: North America Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 26: North America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 27: North America Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 28: North America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 29: North America Machine Learning in Transportation Market Attractiveness Analysis by Country, 2016-2032
  - Figure 30: North America Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 31: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 32: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 33: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 34: North America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 35: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 36: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 37: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 38: North America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 39: North America Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Figure 40: North America Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 41: North America Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 42: North America Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Figure 43: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 44: Europe Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 45: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 46: Europe Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 47: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 48: Europe Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 49: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 50: Europe Machine Learning in Transportation Market Attractiveness Analysis by Country, 2016-2032
  - Figure 51: Europe Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 52: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 53: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 54: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 55: Europe Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 56: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 57: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 58: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 59: Europe Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 60: Europe Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Figure 61: Europe Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 62: Europe Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 63: Europe Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Figure 64: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 65: Asia-Pacific Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 66: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 67: Asia-Pacific Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 68: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 69: Asia-Pacific Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 70: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 71: Asia-Pacific Machine Learning in Transportation Market Attractiveness Analysis by Country, 2016-2032
  - Figure 72: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 73: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 74: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 75: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 76: Asia-Pacific Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 77: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 78: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 79: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 80: Asia-Pacific Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 81: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Figure 82: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 83: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 84: Asia-Pacific Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Figure 85: South America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 86: South America Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 87: South America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 88: South America Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 89: South America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 90: South America Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 91: South America Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 92: South America Machine Learning in Transportation Market Attractiveness Analysis by Country, 2016-2032
  - Figure 93: South America Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 94: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 95: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 96: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 97: South America Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 98: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 99: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 100: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 101: South America Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 102: South America Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Figure 103: South America Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 104: South America Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 105: South America Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
  - Figure 106: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Component in 2022
  - Figure 107: Middle East and Africa Machine Learning in Transportation Market Attractiveness Analysis by Component, 2016-2032
  - Figure 108: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Application in 2022
  - Figure 109: Middle East and Africa Machine Learning in Transportation Market Attractiveness Analysis by Application, 2016-2032
  - Figure 110: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Transportation Mode in 2022
  - Figure 111: Middle East and Africa Machine Learning in Transportation Market Attractiveness Analysis by Transportation Mode, 2016-2032
  - Figure 112: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Market Share by Country in 2022
  - Figure 113: Middle East and Africa Machine Learning in Transportation Market Attractiveness Analysis by Country, 2016-2032
  - Figure 114: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) (2016-2032)
  - Figure 115: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Country (2016-2032)
  - Figure 116: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Component (2016-2032)
  - Figure 117: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Application (2016-2032)
  - Figure 118: Middle East and Africa Machine Learning in Transportation Market Revenue (US$ Mn) Comparison by Transportation Mode (2016-2032)
  - Figure 119: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
  - Figure 120: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Component (2016-2032)
  - Figure 121: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Application (2016-2032)
  - Figure 122: Middle East and Africa Machine Learning in Transportation Market Y-o-Y Growth Rate Comparison by Transportation Mode (2016-2032)
  - Figure 123: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Country (2016-2032)
  - Figure 124: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Component (2016-2032)
  - Figure 125: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Application (2016-2032)
  - Figure 126: Middle East and Africa Machine Learning in Transportation Market Share Comparison by Transportation Mode (2016-2032)
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