Summary
米国調査会社マインドコマース(Mind Commerce)の調査レポート「ビッグデータ解析とIoT（モノのインターネット）における人工知能(AI)：データ捕捉、情報・意思決定支援サービスの市場 2019-2024年」は、急速に成長する企業と産業用のデータ分野における様々な人工知能（AI）技術とそのそれぞれに利用される解析ソリューションを査定している。新しいビジネスモデル、主要企業、ソリューションなどについて査定している。様々な形態の人工知能がどのように問題解決に使用されるのが最善であるかについても分析している。IoTネットワークやシステムにおける人工知能の市場も査定している。2019-2024年の解析とIoTによるユニット数と収益の成長を予測している。
目次（抜粋）
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市場概観
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ビッグデータとIoTにおける人工知能技術
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人工知能技術の用途と利用事例
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人工知能技術の産業市場に与える影響
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産業市場での人工知能による予測分析
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関連企業分析
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2019-2024年のビッグデータとIoTにおける人工知能の市場分析と予測
Overview
The Internet of Things (IoT) in consumer, enterprise, industrial, and government market segments has very unique needs in terms of infrastructure, devices, systems, and processes. One thing they all have in common is that they each produce massive amounts of data, most of which is of the unstructured variety, requiring big data technologies for management.
Artificial Intelligence (AI) algorithms enhance the ability for big data analytics and IoT platforms to provide value to each of these market segments. Mind Commerce sees three different types of IoT Data: (1) Raw (untouched and unstructured) Data, (2) Meta (data about data), and (3) Transformed (valued-added data). Artificial Intelligence (AI) will be useful in support of managing each of these data types in terms of identifying, categorizing, and decision making.
AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.
This report evaluates various AI technologies and their use relative to analytics solutions within the rapidly growing enterprise and industrial data arena. The report assesses emerging business models, leading companies, and solutions. The report also analyzes how different forms of AI may be best used for problem solving. The report also evaluates the market for AI in IoT networks and systems. The report provides forecasting for unit growth and revenue for both analytics and IoT from 2019 – 2024.
Report Benefits:
• Forecasts for AI in predictive analytics 2019 to 2024
• Identify highest potential AI technology area opportunities
• Understand AI strategies and initiatives of leading companies
• Learn the optimal use of AI for smart predictive analytics in IoT data
• Understand the AI in Big Data, Analytics, and IoT ecosystem and value chain
• Identify opportunities for AI in Analytics for IoT and other unstructured data
Select Report Findings:
• Global market for AI in big data and IoT as a whole will exceed $24B by 2024
• Embedded AI in support of IoT Things/Objects will reach $4.6B globally by 2024
• Overall market for AI in big data and IoT will be led by Asia Pac followed by North America
• AI in industrial machines will reach $415M globally by 2024 with collaborative robot growth at 42.5% CAGR
• AI in autonomous weapon systems will reach $120M globally by 2024 with AI in military robotics growing at 40.3% CAGR
• Machine learning will become a key AI technology to realize the full potential of big data and IoT, particularly in edge computing platforms
• Top three segments will be: (1)Data Mining and Automation, (2) Automated Planning, Monitoring, and Scheduling, and (3) Data Storage and Customer Intelligence
Target Audience:
• Internet of Things companies
• Artificial Intelligence companies
• Big Data and analytics companies
• Robotics and automation companies
• Cloud and Internet of Things companies
• Investment firms focused on automation
• Product and service providers of all types
• Governments and NGO R&D organizations
Companies in the Report:
• Amazon
• AOL
• Apple
• Augury Systems
• Baidu
• C-B4
• Comfy
• Facebook
• FocusMotion
• Glassbeam
• Google
• H2O.ai
• IBM
• Imagimob
• Inbenta
• Intel
• Maana
• Microsoft
• mnubo
• MoBagel
• Moov
• Neura
• NVIDIA
• OpenAI
• PointGrab
• Salesforce
• Sentenai
• Sentrian
• Skype
• SparkCognition
• Tachyus
• Tellmeplus
• Tesla
• Twitter
• Veros Systems
• x.ai
• Yahoo
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Table of Contents
1.0 Executive Summary
2.0 Introduction
2.1 Research Objectives
2.2 Key Findings
2.3 Target Audience
2.4 Companies in the Report
3.0 Overview
3.1 Artificial Intelligence and Machine Learning
3.2 AI Types
3.3 AI & ML Language
3.4 Artificial Intelligence Technology
3.4.1 Machine Learning
3.4.2 Natural Language Generation and Processing
3.4.3 Image Processing
3.4.4 Voice Recognition
3.4.5 Artificial Neural Network
3.4.6 Deep Learning
3.4.7 Others
3.5 AI and ML Technology Goal
3.5.1 Reasoning
3.5.2 Knowledge Representation
3.5.3 Planning
3.5.4 Learning
3.5.5 Communication
3.5.6 Machine Perception
3.5.7 Motion Manipulation
3.5.8 Social Intelligence
3.5.9 Creativity
3.5.10 Artificial General Intelligence
3.5.11 Computer Vision
3.5.12 Robotics
3.6 AI Approaches
3.6.1 Cybernetics and Brian Simulation
3.6.2 Symbolic
3.6.3 Sub-Symbolic
3.6.4 Statistical
3.6.5 Integration
3.7 AI Tools
3.7.1 Search and Optimization
3.7.2 Logic
3.7.3 Probability
3.7.4 Classifier and Statistics
3.7.5 Neural Network
3.7.6 Deep Feedforward Neural Network
3.7.7 Deep Recurrent Neural Network
3.7.8 Control Theory
3.7.9 Language
3.8 AI Outcome
3.8.1 Testing Tools
3.8.2 Virtual Assistant
3.8.3 AI Optimized IoT Hardware
3.8.4 Decision Management System
3.8.5 Biometrics Solution
3.8.6 Robotic Process Automation
3.9 Neural Network and Artificial Intelligence
3.10 Deep Learning and Artificial Intelligence
3.11 Predictive Analytics and Artificial Intelligence
3.12 Internet of Things and Big Data Analytics
3.13 IoT and Artificial Intelligence
3.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence
3.15 Industrial IoT, Big Data Analytics, and Machine Learning
3.16 Artificial intelligence and cognitive computing
3.17 Transhumanism or H+ and Artificial Intelligence
3.18 Rise of Analysis of Things (AoT)
3.19 Supervised vs. Unsupervised Learning
3.20 AI as New form of UI
4.0 AI Technology in Big Data and IoT
4.1 Machine Learning Everywhere
4.1.1 Machine Learning as Open Source Technology
4.1.2 Machine Learning and Intelligent Discovery in IoT
4.1.3 Supervised and Unsupervised Machine Learning
4.1.4 Machine Learning as Big Data Analysis Technique
4.1.5 Machine Learning AI Robots
4.1.6 Machine Learning and Data Democratization
4.2 Machine Learning APIs and Big Data Development
4.2.1 Phases of Machine Learning APIs
4.2.2 Machine Learning API Challenges
4.2.3 Top Machine Learning APIs
4.2.3.1 IBM Watson API
4.2.3.2 Microsoft Azure Machine Learning API
4.2.3.3 Google Prediction API
4.2.3.4 Amazon Machine Learning API
4.2.3.5 BigML
4.2.3.6 AT&T Speech API
4.2.3.7 Wit.ai
4.2.3.8 AlchemyAPI
4.2.3.9 Diffbot
4.2.3.10 PredictionIO
4.2.4 Machine Learning API in General Application Environment
4.3 Enterprise Benefits of Machine Learning
4.4 Machine Learning in IoT Data
4.5 Ultra Scale Analytics and Artificial Intelligence
4.6 Rise of Algorithmic Business
4.7 Cloud Hosted Machine Intelligence
4.8 Contradiction of Machine Learning
4.9 Value Chain Analysis
4.9.1 AI & Machine Learning Companies
4.9.2 IoT Companies
4.9.3 Big Data Analytics Providers
4.9.4 Connectivity Solution and Infrastructure Providers
4.9.5 Hardware and Equipment Manufacturers
4.9.6 Developers and Data Scientists
4.9.7 End Users
5.0 AI Technology Application and Use Case
5.1 Intelligence Performance Monitoring
5.2 Infrastructure Monitoring
5.3 Generating Accurate Models
5.4 Recommendation Engine
5.5 Blockchain and Crypto Technologies
5.6 Enterprise Application
5.7 Contextual Awareness
5.8 Customer Feedback
5.9 Self-Driving Car
5.10 Fraud Detection System
5.11 Personalized Medicine and Healthcare Service
5.12 Predictive Data Modelling
5.13 Smart Machines
5.14 Cybersecurity Solutions
5.15 Autonomous Agents
5.16 Intelligent Assistant
5.17 Intelligent Decision Support System
5.18 Risk Management
5.19 Data Mining and Management
5.20 Intelligent Robotics
5.21 Financial Technology
5.22 Machine Intelligence
6.0 AI Technology Impact on Vertical Market
6.1 Enterprise Productivity Gain
6.2 Digital Twinning and Physical Asset Security
6.3 IT Process Efficiency Increase
6.4 AI to Replace Human Form Work
6.5 Enterprise AI Adoption Trend
6.6 Inclusion of AI as IT Requirement
7.0 AI Predictive Analytics in Vertical Industry
7.1 E-Commerce Services
7.2 Banking and Finance Services
7.3 Manufacturing Services
7.4 Real Estate Services
7.5 Government and Public Services
8.0 Company Analysis
8.1 Google Inc.
8.2 Twitter Inc.
8.3 Microsoft Corporation
8.4 IBM Corporation
8.5 Apple Inc.
8.6 Facebook Inc.
8.7 Amazon.com Inc.
8.8 Skype
8.9 Salesforce.com
8.10 Intel Corporation
8.11 Yahoo Inc.
8.12 AOL Inc.
8.13 NVIDIA Corporation
8.14 x.ai
8.15 Tesla Inc.
8.16 Baidu Inc.
8.17 H2O.ai
8.18 SparkCognition Inc.
8.19 OpenAI
8.20 Inbenta
8.21 CISCO Systems Inc.
8.22 Infineon Technologies AG
8.23 McAfee
8.24 Happiest Minds Technologies
8.25 Tachyus
8.26 Sentrian
8.27 MAANA
8.28 Veros Systems Inc.
8.29 NEURA
8.30 Augury Systems Ltd.
8.31 glassbeam
8.32 Comfy
8.33 mnubo
8.34 C-B4
8.35 PointGrab Ltd.
8.36 Tellmeplus
8.37 moov
8.38 Sentenai Inc.
8.39 imagimob
8.40 FocusMotion
8.41 MoBagel
9.0 AI in Big Data and IoT Market Analysis and Forecasts 2019 – 2024
9.1 AI in Big Data and IoT Market 2019 – 2024
9.2 AI in Big Data and IoT Market by Solution Components 2019 – 2024
9.2.1 Embedded AI Solutions
9.2.1.1 IoT Device
9.2.1.1.1 Wearable Devices
9.2.1.1.2 Medical and Healthcare Devices
9.2.1.1.3 Industrial Machines
9.2.1.1.4 Networking Device
9.2.1.1.5 Smart Grid Device
9.2.1.1.6 Robots and Drone
9.2.1.1.6.1 Service Robots
9.2.1.1.7 Smart Appliances
9.2.1.1.8 Security Devices
9.2.1.1.9 Entertainment Devices
9.2.1.1.10 In-Vehicle Device
9.2.1.1.11 Military Device
9.2.1.1.12 Energy Management Device
9.2.1.1.13 Agriculture Specific Device
9.2.1.2 IoT Things/Objects
9.2.1.3 Software
9.2.1.3.1 Digital Personal Assistants
9.2.1.4 IoT Platform
9.2.2 Storage and Analytics
9.2.2.1 Storage and Analytics Tools
9.2.3 Services
9.2.3.1 Professional Services
9.3 AI in Big Data and IoT Market by Management Functions
9.4 AI in Big Data and IoT Market by Technology
9.4.1 Machine Learning
9.5 AI in Big Data and IoT Market by Industry Vertical
9.5.1 Medical and Healthcare
9.5.2 Manufacturing
9.5.3 Consumer Electronics
9.5.4 Automotive and Transportation
9.5.5 Retail and Apparel
9.5.6 Marketing and Advertising
9.5.7 FinTech
9.5.8 Building and Construction
9.5.9 Agriculture
9.5.10 Security and Surveillance
9.5.11 Government, Military, and Aerospace
9.5.12 Human Resource
9.5.13 Legal and Law
9.5.14 Telecommunication and IT
9.5.15 Oil, Gas, and Mining
9.5.16 Logistics
9.5.17 Education and Learning
9.6 AI in Big Data and IoT Market by Solution
9.7 AI in Big Data and IoT Market by Application
9.8 AI in Big Data and IoT Market by Deployment
9.8.1 Cloud Deployment
9.9 AI in Big Data and IoT Market by AI System
9.10 AI in Big Data and IoT Market by AI Type
9.11 AI in Big Data and IoT Market by Connectivity
9.11.1 Non-Telecom Connectivity
9.11.2 Telecom Connectivity
9.11.3 Connectivity Standard
9.11.4 Enterprise
9.12 AI in Big Data and IoT Market by Edge Network
9.13 AI in Big Data and IoT Market in Smart City
9.14 AI in Big Data and IoT Market by Intent Based Networking
9.15 AI in Big Data and IoT Market by Virtualization
9.16 AI in Big Data and IoT Market by 5G
9.17 AI in Big Data and IoT Market by Blockchain Networks
9.18 AI in Big Data and IoT Market by Region
9.18.1 North America
9.18.2 Asia Pacific
9.18.2.1 China
9.18.2.2 South Korea
9.18.2.3 Taiwan
9.18.2.4 Rest of Asia
9.18.3 Europe
9.18.4 Middle East and Africa
9.18.5 Latin America
10.0 Conclusions and Recommendations
10.1 AI Prediction
10.2 Data Analytics Providers
10.3 AI and Machine Learning Companies
10.4 IoT Companies and Equipment Manufacturers
10.5 Service Providers
10.6 Enterprises
11.0 Appendix
11.1 AI Embedded IoT Unit Deployment Forecast
11.1.1 IoT Unit Deployment by Solution
11.1.1.1 IoT Device
11.1.1.2 IoT Things and Objects
11.1.1.3 IoT Semiconductor
11.1.1.4 Software
11.1.2 IoT Unit Deployment by Region
11.1.2.1 North America
11.1.2.2 Asia Pacific
11.1.2.3 Europe
11.1.2.4 Middle East and Africa
11.1.2.5 Latin America
11.2 AI Embedded IoT Market Forecast
11.2.1 IoT Market by Segments
11.2.1.1 IoT Device
11.2.1.2 IoT Things and Objects
11.2.1.3 IoT Semiconductor
11.2.1.4 Software
11.2.2 IoT Market by Region
11.2.2.1 North America
11.2.2.2 Asia Pacific
11.2.2.3 Europe
11.2.2.4 Middle East and Africa
11.2.2.5 Latin America
Figures
Figure 1: Artificial Intelligence Technology
Figure 2: Sentiment Analysis with Deep Machine Learning
Figure 3: Artificial Intelligence and Predictive Layer Systems
Figure 4: Industrial IoT Landscape and Machine Learning as a Service
Figure 5: Machine Learning Use Case Scenarios
Figure 6: AI and ML Landscape and Impact
Figure 7: AI Solution Enterprise Productivity Gains 2019 – 2024
Figure 8: Global Digit Twin Solution Enabled Connected Things 2019 – 2024
Figure 9: AI Robo-Boss Supervision of Worker 2019 – 2024
Figure 10: Global AI in Big Data and IoT Market 2019 – 2024
Figure 11: Global AI in Big Data and IoT Market by Edge Network 2019 – 2024
Figure 12: Global AI in Big Data and IoT Market by Smart City 2019 – 2024
Figure 13: Global AI in Big Data and IoT Market by Intent Based Networking 2019 – 2024
Figure 14: Global AI in Big Data and IoT Market by Virtualization 2019 – 2024
Figure 15: Global AI in Big Data and IoT Market by 5G 2019 – 2024
Figure 16: Global AI in Big Data and IoT Market by Blockchain Network 2019 – 2024
Tables
Table 1: AI Software Driven Economic Transition 2019 – 2024
Table 2: AI Empowered Building Security System 2019 – 2024
Table 3: AI Empowered Business Analytics Software 2019 – 2024
Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2019 – 2024
Table 5: AI Smart Machine Created Business Content 2019 – 2024
Table 6: Global AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 7: Global AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 8: Global AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 9: Global AI in Big Data and IoT Market by Wearable Device 2019 – 2024
Table 10: Global AI in Big Data and IoT Market by Medical and Healthcare Device 2019 – 2024
Table 11: Global AI in Big Data and IoT Market by Industrial Machines 2019 – 2024
Table 12: Global AI in Big Data and IoT Market by Networking Device 2019 – 2024
Table 13: Global AI in Big Data and IoT Market by Smart Grid Device 2019 – 2024
Table 14: Global AI in Big Data and IoT Market by Robots and Drone 2019 – 2024
Table 15: Global AI in Big Data and IoT Market by Service Robots 2019 – 2024
Table 16: Global AI in Big Data and IoT Market by Smart Appliances 2019 – 2024
Table 17: Global AI in Big Data and IoT Market by Security Device 2019 – 2024
Table 18: Global AI in Big Data and IoT Market by Entertainment Device 2019 – 2024
Table 19: Global AI in Big Data and IoT Market by In-Vehicle Device 2019 – 2024
Table 20: Global AI in Big Data and IoT Market by Military Device 2019 – 2024
Table 21: Global AI in Big Data and IoT Market by Energy Management Device 2019 – 2024
Table 22: Global AI in Big Data and IoT Market by Agriculture Specific Device 2019 – 2024
Table 23: Global AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 24: Global AI in Big Data and IoT Market by Software 2019 – 2024
Table 25: Global AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 26: Global AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 27: Global AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 28: Global AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 29: Global AI in Big Data and IoT Market by Services 2019 – 2024
Table 30: Global AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 31: Global AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 32: Global AI in Big Data and IoT Market by Technology 2019 – 2024
Table 33: Global AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 34: Global AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 35: Global AI in Big Data and IoT Market by Medical and Healthcare Application 2019 – 2024
Table 36: Global AI in Big Data and IoT Market by Manufacturing Application 2019 – 2024
Table 37: Global AI in Big Data and IoT Market by Consumer Electronics Application 2019 – 2024
Table 38: Global AI in Big Data and IoT Market by Automotive and Transportation Application 2019 – 2024
Table 39: Global AI in Big Data and IoT Market by Retail and Apparel Application 2019 – 2024
Table 40: Global AI in Big Data and IoT Market by Marketing and Advertising Application 2019 – 2024
Table 41: Global AI in Big Data and IoT Market by FinTech Application 2019 – 2024
Table 42: Global AI in Big Data and IoT Market by Building and Construction Application 2019 – 2024
Table 43: Global AI in Big Data and IoT Market by Agriculture Application 2019 – 2024
Table 44: Global AI in Big Data and IoT Market by Security and Surveillance Application 2019 – 2024
Table 45: Global AI in Big Data and IoT Market by Government, Military, and Aerospace Application 2019 – 2024
Table 46: Global AI in Big Data and IoT Market by Human Resource Application 2019 – 2024
Table 47: Global AI in Big Data and IoT Market by Legal and Law Application 2019 – 2024
Table 48: Global AI in Big Data and IoT Market by Telecommunication and IT Application 2019 – 2024
Table 49: Global AI in Big Data and IoT Market by Oil, Gas, and Mining Application 2019 – 2024
Table 50: Global AI in Big Data and IoT Market by Logistics Application 2019 – 2024
Table 51: Global AI in Big Data and IoT Market by Education and Learning Application 2019 – 2024
Table 52: Global AI in Big Data and IoT Market by Solution 2019 – 2024
Table 53: Global AI in Big Data and IoT Market by Application 2019 – 2024
Table 54: Global AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 55: Global AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 56: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 57: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 58: Global AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 59: Global AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 60: Global AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 61: Global AI in Big Data and IoT Market by Connectivity Standard 2019 – 2024
Table 62: Global AI in Big Data and IoT Market by Enterprise 2019 – 2024
Table 63: Global AI in Big Data and IoT Market by Region 2019 – 2024
Table 64: North America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 65: North America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 66: North America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 67: North America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 68: North America AI in Big Data and IoT Market by Software 2019 – 2024
Table 69: North America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 70: North America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 71: North America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 72: North America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 73: North America AI in Big Data and IoT Market by Services 2019 – 2024
Table 74: North America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 75: North America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 76: North America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 77: North America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 78: North America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 79: North America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 80: North America AI in Big Data and IoT Market by Application 2019 – 2024
Table 81: North America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 82: North America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 83: North America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 84: North America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 85: North America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 86: North America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 87: North America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 88: APAC AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 89: APAC AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 90: APAC AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 91: APAC AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 92: APAC AI in Big Data and IoT Market by Software 2019 – 2024
Table 93: APAC AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 94: APAC AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 95: APAC AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 96: APAC AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 97: APAC AI in Big Data and IoT Market by Services 2019 – 2024
Table 98: APAC AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 99: APAC AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 100: APAC AI in Big Data and IoT Market by Technology 2019 – 2024
Table 101: APAC AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 102: APAC AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 103: APAC AI in Big Data and IoT Market by Solution 2019 – 2024
Table 104: APAC AI in Big Data and IoT Market by Application 2019 – 2024
Table 105: APAC AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 106: APAC AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 107: APAC AI in Big Data and IoT Market by AI System 2019 – 2024
Table 108: APAC AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 109: APAC AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 110: APAC AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 111: APAC AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 112: China AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 113: China AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 114: China AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 115: China AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 116: China AI in Big Data and IoT Market by Software 2019 – 2024
Table 117: China AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 118: China AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 119: China AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 120: China AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 121: China AI in Big Data and IoT Market by Services 2019 – 2024
Table 122: China AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 123: China AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 124: China AI in Big Data and IoT Market by Technology 2019 – 2024
Table 125: China AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 126: China AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 127: China AI in Big Data and IoT Market by Solution 2019 – 2024
Table 128: China AI in Big Data and IoT Market by Application 2019 – 2024
Table 129: China AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 130: China AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 131: China AI in Big Data and IoT Market by AI System 2019 – 2024
Table 132: China AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 133: China AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 134: China AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 135: South Korea AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 136: South Korea AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 137: South Korea AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 138: South Korea AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 139: South Korea AI in Big Data and IoT Market by Software 2019 – 2024
Table 140: South Korea AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 141: South Korea AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 142: South Korea AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 143: South Korea AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 144: South Korea AI in Big Data and IoT Market by Services 2019 – 2024
Table 145: South Korea AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 146: South Korea AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 147: South Korea AI in Big Data and IoT Market by Technology 2019 – 2024
Table 148: South Korea AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 149: South Korea AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 150: South Korea AI in Big Data and IoT Market by Solution 2019 – 2024
Table 151: South Korea AI in Big Data and IoT Market by Application 2019 – 2024
Table 152: South Korea AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 153: South Korea AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 154: South Korea AI in Big Data and IoT Market by AI System 2019 – 2024
Table 155: South Korea AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 156: South Korea AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 157: South Korea AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 158: Taiwan AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 159: Taiwan AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 160: Taiwan AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 161: Taiwan AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 162: Taiwan AI in Big Data and IoT Market by Software 2019 – 2024
Table 163: Taiwan AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 164: Taiwan AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 165: Taiwan AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 166: Taiwan AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 167: Taiwan AI in Big Data and IoT Market by Services 2019 – 2024
Table 168: Taiwan AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 169: Taiwan AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 170: Taiwan AI in Big Data and IoT Market by Technology 2019 – 2024
Table 171: Taiwan AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 172: Taiwan AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 173: Taiwan AI in Big Data and IoT Market by Solution 2019 – 2024
Table 174: Taiwan AI in Big Data and IoT Market by Application 2019 – 2024
Table 175: Taiwan AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 176: Taiwan AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 177: Taiwan AI in Big Data and IoT Market by AI System 2019 – 2024
Table 178: Taiwan AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 179: Taiwan AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 180: Taiwan AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 181: Rest of Asia AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 182: Rest of Asia AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 183: Rest of Asia AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 184: Rest of Asia AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 185: Rest of Asia AI in Big Data and IoT Market by Software 2019 – 2024
Table 186: Rest of Asia AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 187: Rest of Asia AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 188: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 189: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 190: Rest of Asia AI in Big Data and IoT Market by Services 2019 – 2024
Table 191: Rest of Asia AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 192: Rest of Asia AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 193: Rest of Asia AI in Big Data and IoT Market by Technology 2019 – 2024
Table 194: Rest of Asia AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 195: Rest of Asia AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 196: Rest of Asia AI in Big Data and IoT Market by Solution 2019 – 2024
Table 197: Rest of Asia AI in Big Data and IoT Market by Application 2019 – 2024
Table 198: Rest of Asia AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 199: Rest of Asia AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 200: Rest of Asia AI in Big Data and IoT Market by AI System 2019 – 2024
Table 201: Rest of Asia AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 202: Rest of Asia AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 203: Rest of Asia AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 204: Europe AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 205: Europe AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 206: Europe AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 207: Europe AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 208: Europe AI in Big Data and IoT Market by Software 2019 – 2024
Table 209: Europe AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 210: Europe AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 211: Europe AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 212: Europe AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 213: Europe AI in Big Data and IoT Market by Services 2019 – 2024
Table 214: Europe AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 215: Europe AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 216: Europe AI in Big Data and IoT Market by Technology 2019 – 2024
Table 217: Europe AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 218: Europe AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 219: Europe AI in Big Data and IoT Market by Solution 2019 – 2024
Table 220: Europe AI in Big Data and IoT Market by Application 2019 – 2024
Table 221: Europe AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 222: Europe AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 223: Europe AI in Big Data and IoT Market by AI System 2019 – 2024
Table 224: Europe AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 225: Europe AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 226: Europe AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 227: Europe AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 228: MEA AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 229: MEA AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 230: MEA AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 231: MEA AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 232: MEA AI in Big Data and IoT Market by Software 2019 – 2024
Table 233: MEA AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 234: MEA AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 235: MEA AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 236: MEA AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 237: MEA AI in Big Data and IoT Market by Services 2019 – 2024
Table 238: MEA AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 239: MEA AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 240: MEA AI in Big Data and IoT Market by Technology 2019 – 2024
Table 241: MEA AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 242: MEA AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 243: MEA AI in Big Data and IoT Market by Solution 2019 – 2024
Table 244: MEA AI in Big Data and IoT Market by Application 2019 – 2024
Table 245: MEA AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 246: MEA AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 247: MEA AI in Big Data and IoT Market by AI System 2019 – 2024
Table 248: MEA AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 249: MEA AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 250: MEA AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 251: MEA AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 252: Latin America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 253: Latin America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 254: Latin America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 255: Latin America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 256: Latin America AI in Big Data and IoT Market by Software 2019 – 2024
Table 257: Latin America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 258: Latin America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 259: Latin America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 260: Latin America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 261: Latin America AI in Big Data and IoT Market by Services 2019 – 2024
Table 262: Latin America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 263: Latin America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 264: Latin America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 265: Latin America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 266: Latin America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 267: Latin America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 268: Latin America AI in Big Data and IoT Market by Application 2019 – 2024
Table 269: Latin America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 270: Latin America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 271: Latin America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 272: Latin America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 273: Latin America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 274: Latin America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 275: Latin America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 276: Global AI Embedded IoT Unit Deployment by Solution 2019 – 2024
Table 277: Global AI Embedded IoT Unit Deployment by IoT Device 2019 – 2024
Table 278: Global AI Embedded IoT Unit Deployment by IoT Things and Objects 2019 – 2024
Table 279: Global AI Embedded IoT Unit Deployment by IoT Semiconductor 2019 – 2024
Table 280: AI Embedded IoT Unit Deployment by Software 2019 – 2024
Table 281: AI Embedded IoT Unit Deployment by Region 2019 – 2024
Table 282: North America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 283: APAC AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 284: Europe AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 285: MEA AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 286: Latin America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 287: Global AI Embedded IoT Market by Segments 2019 – 2024
Table 288: Global AI Embedded IoT Market by IoT Device 2019 – 2024
Table 289: Global AI Embedded IoT Market by IoT Things and Objects 2019 – 2024
Table 290: Global AI Embedded IoT Market by IoT Semiconductor 2019 – 2024
Table 291: AI Embedded IoT Market by IoT Software 2019 – 2024
Table 292: AI Embedded IoT Market by Region 2019 – 2024
Table 293: North America AI Embedded IoT Market by Leading Country 2019 – 2024
Table 294: APAC AI Embedded IoT Market by Leading Country 2019 – 2024
Table 295: Europe AI Embedded IoT Market by Leading Country 2019 – 2024
Table 296: MEA AI Embedded IoT Market by Leading Country 2019 – 2024
Table 297: Latin America AI Embedded IoT Market by Leading Country 2019 – 2024
