Machine learning (ML) and artificial intelligence (AI) technologies are being deployed in areas of research to fight the COVID-19 pandemic. This research is being extended toward healthcare and agriculture, as currently these are one of the most essential industries during unprecedented times. ML is being highly publicized since this technology enables computers to mimic human intelligence and ingest large volumes of data in order to identify patterns and insights. Thus, companies in the machine learning market are capitalizing on this opportunity to scale customer communications and speed up COVID-19 research for treatment.
The ML technology is bringing quarantine measures and social distancing in place for employees with the help of remote communication, telemedicine, and food security. The proliferation of ML in virtually all end markets is creating value-grab opportunities for companies in the machine learning market.
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The banking sector is able to convert data samples into new interfaces with the help of machine learning. As such, the machine learning market is predicted to cross the value of US$ 600 Bn by the end of 2030. Nowadays, ML has become a prerequisite feature for any intelligent system in the banking sector. ML is facilitating data-driven predictions that help to generate new business opportunities for individual institutions. ML is gaining popularity as the branch of AI that can be used to improve products and customer services in the banking sector.
Automatic reply predictions for email messages and virtual assistants have become customary in the banking industry. Companies in the machine learning market are innovating in facial recognition systems to capitalize on revenue opportunities in the banking sector. These systems help to prioritize individual data before a consumer approaches a banker in an institution for assistance.
The machine learning market is expected to advance at an explosive CAGR of ~27% during the forecast period. However, the implementation of ML models is emerging as a challenge for companies. For instance, computations with Big Data can lead to issues in processing performance of ML models, thus making even trivial operations expensive. Companies in the machine learning market should provide proper training for algorithms in order to improve computational feasibility on very large datasets.
On the other hand, many business owners have stated that time-consuming deployment of ML is predicted to impede market growth. Hence, software companies are educating business owners to deploy ML models on a small scale to check its feasibility. As such, companies are tapping into incremental opportunities in cybersecurity to help business owners identify fraud and prevent phishing attacks.
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Renewable energy forecasting and predictions regarding power output are some of the useful applications of machine learning. Forecasting has become necessary in the energy and utilities industry, since key renewable energy sources i.e. wind and solar are variable in nature and are dependent on external factors. Germany is known as the poster child for adoption of renewable energy. However, the intensity of solar radiation and wind speed is never uniform. Hence, companies in the machine learning market are proving their software and services to energy and utilities companies to maintain an equilibrium across energy supply and demand.
The machine learning market is dominated by established players such as IBM. However, emerging market players such as the U.K.-based AI company DeepMind, was recently acquired by Google and is posing as a stiff competition to established market players.
ML models are helping retailers to better understand and analyze customer behavior data, which is collected from various trends, demographics, and preferences. Personalized experiences are becoming increasingly important in the retail industry. With the help of old data, ML models help to predict, which product is worthy of recommendation for customers. The burgeoning growth of the eCommerce sector is acting as a key driver for the expansion of the machine learning market. Retailers are able to analyze digital behavior patterns of customers in order to improve their purchase journey.
Real-time insights powered by ML and AI are grabbing the attention of companies in the IT & telecom sector. Moreover, IoT (Internet of Things) and 5G technologies are fueling the growth of the machine learning market. ML algorithms are being used by telecom companies to track data streaming from a plethora of network interfaces.
Apart from retail and banking, companies in the machine learning market are broadening their revenue streams in automotive and content moderation applications. The trend of autonomous vehicles is gaining strong business grounds worldwide. It has been found that self-driving cars will help to drastically reduce traffic-related issues. Software engineers are relying on ML algorithms to design autonomous features in self-driving cars in order to make the vehicles more consumer-centric.
High accessibility of the Internet and modern technology have led to the outspread of fake news and disinformation. In such situations, content moderation comes into play where ML platforms are enhancing interactions between humans and AI to enable the content moderation task. Social networking platforms and news outlets are adopting ML models to increase human involvement toward productive work. ML tools help to address and analyze the context of every single frame of video content in order to drive content moderation.
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Analysts’ Viewpoint
Healthcare and government institutes are using ML-enabled chatbots for contactless screening of COVID-19 symptoms. With the help of ML tools, banks are using old mathematical challenges to create new computing opportunities. However, issues such as overestimating result delivery and unavailability of data are emerging as hurdles for the widespread adoption of machine learning. Hence, companies in the machine learning market should educate business owners about the use of structured data in order to gain desired outcomes. Renewable energy analysts are using ML models to draw an equilibrium for energy supply and demand. Telecom giants such as AT&T and Vodafone are using machine learning to enhance the quality of their resources.
Machine Learning Market – Segmentation
TMR’s research study assesses the machine learning market on the basis of component, enterprise size, end user, and region. The report presents extensive market dynamics and progressive trends associated with different segments, and how they influence the growth prospects of the machine learning market.
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1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodolog
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary - Global Machine Learning Market
4. Market Overview
4.1. Market Definition
4.2. Market Factor Analysis
4.2.1. Forecast Factors
4.2.2. Ecosystem/ Value Chain Analysis
4.2.3. Market Dynamics (Growth Influencers)
4.2.3.1. Drivers
4.2.3.2. Restraints
4.2.3.3. Opportunities
4.2.3.4. Impact Analysis of Drivers and Restraints
4.3. Market Opportunity Assessment
4.3.1. By Component
4.3.2. By Enterprise Size
4.3.3. By End-user
4.3.4. By Region
4.4. Competitive Scenario and Trends
4.4.1. Machine Learning Market Concentration Rate
4.4.2. Mergers & Acquisitions, Expansions
4.5. Impact Analysis of COVID-19 on the Machine Learning Market
4.5.1. By End-user
4.5.2. End-user Sentiment Analysis: Comparative Analysis on Spending
4.5.2.1. Increase in Spending
4.5.2.2. Decrease in Spending
4.5.3. Short Term and Long Term Impact on the Market
4.6. Analysis of Machine Learning Market, By Application
4.6.1. Image & Speech Recognition
4.6.2. Market Trading
4.6.3. Traffic Prediction
4.6.4. Product Recommendation
4.6.5. Self-driving Vehicles
4.6.6. Virtual Personal Assistance
4.6.7. Medical Diagnosis
4.7. Market Outlook
5. Global Machine Learning Market Analysis and Forecast
5.1.1. Market Revenue Analysis (US$ Bn), 2015-2030
5.1.1.1. Historic Growth Trends, 2015-2019
5.1.1.2. Forecast Trends, 2020-2030
6. Global Machine Learning Market Analysis, by Component
6.1. Key Segment Analysis
6.2. Machine Learning Market Size (US$ Bn) Forecast, by Component, 2018 - 2030
6.2.1. Software/ Platform
6.2.2. Services
6.2.2.1. Professional
6.2.2.2. ML as a Service (MLaaS)
7. Global Machine Learning Market Analysis, by Enterprise Size
7.1. Key Segment Analysis
7.2. Machine Learning Market Size (US$ Bn) Forecast, by Enterprise Size, 2018 - 2030
7.2.1. Small & Medium Enterprises
7.2.2. Large Enterprises
8. Global Machine Learning Market Analysis, by End-user
8.1. Key Segment Analysis
8.2. Machine Learning Market Size (US$ Bn) Forecast, by End-user, 2018 - 2030
8.2.1. BFSI
8.2.2. Healthcare
8.2.3. Retail & E-commerce
8.2.4. IT & Telecom
8.2.5. Manufacturing
8.2.6. Energy & Utilit
8.2.7. Government
8.2.8. Media & Entertainment
8.2.9. Others
9. Global Machine Learning Market Analysis and Forecast, By Region
9.1. Key Findings
9.2. Machine Learning Market Size (US$ Bn) Forecast, by Region, 2018 - 2030
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. North America Machine Learning Market Analysis
10.1. Regional Outlook
10.2. Machine Learning Market Size (US$ Bn) Analysis and Forecast (2018 - 2030)
10.2.1. By Component
10.2.2. By Enterprise Size
10.2.3. By End-user
10.3. Machine Learning Market Size (US$ Bn) Forecast, by Country, 2018 - 2030
10.3.1. U.S.
10.3.2. Canada
10.3.3. Mexico
11. Europe Machine Learning Market Analysis and Forecast
11.1. Regional Outlook
11.2. Machine Learning Market Size (US$ Bn) Analysis and Forecast (2018 - 2030)
11.2.1. By Component
11.2.2. By Enterprise Size
11.2.3. By End-user
11.3. Machine Learning Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2030
11.3.1. German
11.3.2. UK
11.3.3. France
11.3.4. Ital
11.3.5. Spain
11.3.6. Rest of Europe
12. Asia Pacific Machine Learning Market Analysis and Forecast
12.1. Regional Outlook
12.2. Machine Learning Market Size (US$ Bn) Analysis and Forecast (2018 - 2030)
12.2.1. By Component
12.2.2. By Enterprise Size
12.2.3. By End-user
12.3. Machine Learning Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2030
12.3.1. China
12.3.2. India
12.3.3. Japan
12.3.4. ASEAN
12.3.5. Rest of APAC
13. Middle East & Africa Machine Learning Market Analysis and Forecast
13.1. Regional Outlook
13.2. Machine Learning Market Size (US$ Bn) Analysis and Forecast (2018 - 2030)
13.2.1. By Component
13.2.2. By Enterprise Size
13.2.3. By End-user
13.3. Machine Learning Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2030
13.3.1. GCC
13.3.2. South Africa
13.3.3. Rest of MEA
14. South America Machine Learning Market Analysis and Forecast
14.1. Regional Outlook
14.2. Machine Learning Market Size (US$ Bn) Analysis and Forecast (2018 - 2030)
14.2.1. By Component
14.2.2. By Enterprise Size
14.2.3. By End-user
14.3. Machine Learning Market Size (US$ Bn) Forecast, by Country & Sub-region, 2018 - 2030
14.3.1. Brazil
14.3.2. Rest of South America
15. Competition Landscape
15.1. Market Competition Matrix, by Prominent Players
15.2. Market Revenue Share Analysis (%), by Prominent Players (2019)
16. Company Profiles
16.1. Amazon Web Services, Inc.
16.1.1. Business Overview
16.1.2. Product Portfolio
16.1.3. Geographical Footprint
16.1.4. Revenue and Strateg
16.2. BigML Inc.
16.2.1. Business Overview
16.2.2. Product Portfolio
16.2.3. Geographical Footprint
16.2.4. Revenue and Strateg
16.3. DeepL GmbH
16.3.1. Business Overview
16.3.2. Product Portfolio
16.3.3. Geographical Footprint
16.3.4. Revenue and Strateg
16.4. Ersatz Labs Inc.
16.4.1. Business Overview
16.4.2. Product Portfolio
16.4.3. Geographical Footprint
16.4.4. Revenue and Strateg
16.5. Featurespace Limited
16.5.1. Business Overview
16.5.2. Product Portfolio
16.5.3. Geographical Footprint
16.5.4. Revenue and Strateg
16.6. FICO
16.6.1. Business Overview
16.6.2. Product Portfolio
16.6.3. Geographical Footprint
16.6.4. Revenue and Strateg
16.7. Formulate AB
16.7.1. Business Overview
16.7.2. Product Portfolio
16.7.3. Geographical Footprint
16.7.4. Revenue and Strateg
16.8. German Auto Labs GAL GmbH
16.8.1. Business Overview
16.8.2. Product Portfolio
16.8.3. Geographical Footprint
16.8.4. Revenue and Strateg
16.9. Google LLC
16.9.1. Business Overview
16.9.2. Product Portfolio
16.9.3. Geographical Footprint
16.9.4. Revenue and Strateg
16.10. H2O.ai
16.10.1. Business Overview
16.10.2. Product Portfolio
16.10.3. Geographical Footprint
16.10.4. Revenue and Strateg
16.11. Heuritech
16.11.1. Business Overview
16.11.2. Product Portfolio
16.11.3. Geographical Footprint
16.11.4. Revenue and Strateg
16.12. Hewlett Packard Enterprise Development LP
16.12.1. Business Overview
16.12.2. Product Portfolio
16.12.3. Geographical Footprint
16.12.4. Revenue and Strateg
16.13. IBM Corporation
16.13.1. Business Overview
16.13.2. Product Portfolio
16.13.3. Geographical Footprint
16.13.4. Revenue and Strateg
16.14. InstaDeep Ltd
16.14.1. Business Overview
16.14.2. Product Portfolio
16.14.3. Geographical Footprint
16.14.4. Revenue and Strateg
16.15. Microsoft Corporation
16.15.1. Business Overview
16.15.2. Product Portfolio
16.15.3. Geographical Footprint
16.15.4. Revenue and Strateg
16.16. MySales Labs Ltd
16.16.1. Business Overview
16.16.2. Product Portfolio
16.16.3. Geographical Footprint
16.16.4. Revenue and Strateg
16.17. Oracle Corporation
16.17.1. Business Overview
16.17.2. Product Portfolio
16.17.3. Geographical Footprint
16.17.4. Revenue and Strateg
16.18. SAP SE
16.18.1. Business Overview
16.18.2. Product Portfolio
16.18.3. Geographical Footprint
16.18.4. Revenue and Strateg
16.19. SAS Institute Inc.
16.19.1. Business Overview
16.19.2. Product Portfolio
16.19.3. Geographical Footprint
16.19.4. Revenue and Strateg
16.20. understandAI GmbH
16.20.1. Business Overview
16.20.2. Product Portfolio
16.20.3. Geographical Footprint
16.20.4. Revenue and Strateg
17. Key Takeaways
List of Tables
Table 1: Global Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 2: Global Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 3: Global Machine Learning Market Revenue (US$ Bn) Forecast, by End-user, 2018 – 2030
Table 4: Global Machine Learning Market Revenue (US$ Bn) and Forecast, by Region 2018 – 2030
Table 5: North America Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 6: North America Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 7: North America Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 8: North America Machine Learning Market Value (US$ Bn) Forecast, by Country, 2018 - 2030
Table 9: U.S. Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 10: U.S. Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 11: U.S. Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 12: U.S. Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 13: Canada Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 14: Canada Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 15: Canada Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 16: Canada Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 17: Mexico Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 18: Mexico Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 19: Mexico Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 20: Mexico Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 21: Europe Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 22: Europe Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 23: Europe Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 24: Europe Machine Learning Market Value (US$ Bn) Forecast, by Country, 2018 - 2030
Table 25: Germany Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 26: Germany Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 27: Germany Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 28: Germany Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 29: U.K. Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 30: U.K. Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 31: U.K. Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 32: U.K. Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 33: France Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 34: France Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 35: France Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 36: France Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 37: Italy Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 38: Italy Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 39: Italy Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 40: Italy Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 41: Spain Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 42: Spain Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 43: Spain Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 44: Spain Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 45: Asia Pacific Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 46: Asia Pacific Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 47: Asia Pacific Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 48: Asia Pacific Machine Learning Market Value (US$ Bn) Forecast, by Country, 2018 - 2030
Table 49: China Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 50: China Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 51: China Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 52: China Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 53: India Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 54: India Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 55: India Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 56: India Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 57: Japan Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 58: Japan Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 59: Japan Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 60: Japan Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 61: ASEAN Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 62: ASEAN Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 63: ASEAN Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 64: ASEAN Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 65: Middle East & Africa Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 66: Middle East & Africa Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 67: Middle East & Africa Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 68: Middle East & Africa Machine Learning Market Value (US$ Bn) Forecast, by Country, 2018 - 2030
Table 69: GCC Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 70: GCC Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 71: GCC Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 72: GCC Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 73: South Africa Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 74: South Africa Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 75: South Africa Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 76: South Africa Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 77: South America Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 78: South America Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 79: South America Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
Table 80: South America Machine Learning Market Value (US$ Bn) Forecast, by Country, 2018 - 2030
Table 81: Brazil Machine Learning Revenue CAGR Breakdown (%), by Growth Term
Table 82: Brazil Machine Learning Market Revenue (US$ Bn) Forecast, by Component , 2018-2030
Table 83: Brazil Machine Learning Market Revenue (US$ Bn) Forecast, by Enterprise Size , 2018-2030
Table 84: Brazil Machine Learning Market Revenue (US$ Bn) and Forecast, by End-user, 2018 – 2030
List of Figures
Figure 1: Global Machine Learning Market Y-o-Y Growth (Revenue %) Forecast, 2020 - 2030
Figure 2: Global Machine Learning Market Revenue Opportunity (US$ Bn) Forecast, 2020 - 2030
Figure 3: Global Machine Learning Market Opportunity Share Analysis, By Segment
Figure 4: Global Machine Learning Market Revenue Forecast, by Region, 2020–2030
Figure 5: Regional Outline - CAGR, by Region, 2020-2030
Figure 6: Global Machine Learning Market Attractiveness Assessment, by Component
Figure 7: Global Machine Learning Market Attractiveness Assessment, by Enterprise Size
Figure 8: Global Machine Learning Market Attractiveness Assessment, by End-user
Figure 9: Global Machine Learning Market Attractiveness Assessment, by Region
Figure 10: Global Machine Learning Market, by Component, CAGR (Value %) (2020 – 2030)
Figure 11: Global Machine Learning Market, by Enterprise Size, CAGR (Value %) (2020 – 2030)
Figure 12: Global Machine Learning Market, by End-User, CAGR (Value %) (2020 – 2030)
Figure 13: Global Machine Learning Market, by Region, CAGR (Value %) (2020 – 2030)
Figure 14: Global Machine Learning Market Historic Growth Trends (US$ Bn ), 2015 – 2019
Figure 15: Global Machine Learning Market Y-o-Y Growth (Value %), 2015 – 2019
Figure 16: Global Machine Learning Market Forecast Trends (US$ Bn), 2020 - 2030
Figure 17: Global Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 18: Global Machine Learning Market Value Share Analysis, by Component, 2020
Figure 19: Global Machine Learning Market Value Share Analysis, by Component, 2030
Figure 20: Global Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 21: Global Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 22: Global Machine Learning Market Share Analysis, by End-user, 2020
Figure 23: Global Machine Learning Market Share Analysis, by End-user, 2030
Figure 24: Global Machine Learning Market, Growth Opportunity Analysis, By Region, 2020- 2030
Figure 25: Global Machine Learning Market Share Analysis, by Region, 2020
Figure 26: Global Machine Learning Market Share Analysis, by Region, 2030
Figure 27: North America Machine Learning Market Size (US$ Bn) and Y-o-Y Growth (%) Forecast, 2020 – 2030
Figure 28: North America Machine Learning Market Value Share Analysis, by Component, 2020
Figure 29: North America Machine Learning Market Value Share Analysis, by Component, 2030
Figure 30: North America Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 31: North America Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 32: North America Machine Learning Market Share Analysis, by End-user, 2020
Figure 33: North America Machine Learning Market Share Analysis, by End-user, 2030
Figure 34: North America Machine Learning Market Value Share Analysis, by Country, 2020
Figure 35: North America Machine Learning Market Value Share Analysis, by Country, 2030
Figure 36: U.S. Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 37: U.S. Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 38: U.S. Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 39: U.S. Machine Learning Market Value Share Analysis, by Component, 2020
Figure 40: U.S. Machine Learning Market Value Share Analysis, by Component, 2030
Figure 41: U.S. Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 42: U.S. Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 43: U.S. Machine Learning Market Share Analysis, by End-user, 2020
Figure 44: U.S. Machine Learning Market Share Analysis, by End-user, 2030
Figure 45: Canada Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 46: Canada Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 47: Canada Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 48: Canada Machine Learning Market Value Share Analysis, by Component, 2020
Figure 49: Canada Machine Learning Market Value Share Analysis, by Component, 2030
Figure 50: Canada Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 51: Canada Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 52: Canada Machine Learning Market Share Analysis, by End-user, 2020
Figure 53: Canada Machine Learning Market Share Analysis, by End-user, 2030
Figure 54: Mexico Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 55: Mexico Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 56: Mexico Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 57: Mexico Machine Learning Market Value Share Analysis, by Component, 2020
Figure 58: Mexico Machine Learning Market Value Share Analysis, by Component, 2030
Figure 59: Mexico Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 60: Mexico Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 61: Mexico Machine Learning Market Share Analysis, by End-user, 2020
Figure 62: Mexico Machine Learning Market Share Analysis, by End-user, 2030
Figure 63: Europe Machine Learning Market Size (US$ Bn) and Y-o-Y Growth (%) Forecast, 2020 – 2030
Figure 64: Europe Machine Learning Market Value Share Analysis, by Component, 2020
Figure 65: Europe Machine Learning Market Value Share Analysis, by Component, 2030
Figure 66: Europe Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 67: Europe Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 68: Europe Machine Learning Market Share Analysis, by End-user, 2020
Figure 69: Europe Machine Learning Market Share Analysis, by End-user, 2030
Figure 70: Europe Machine Learning Market Value Share Analysis, by Country, 2020
Figure 71: Europe Machine Learning Market Value Share Analysis, by Country, 2030
Figure 72: Germany Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 73: Germany Machine Learning Market Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 74: Germany Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 75: Germany Machine Learning Market Value Share Analysis, by Component, 2020
Figure 76: Germany Machine Learning Market Value Share Analysis, by Component, 2030
Figure 77: Germany Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 78: Germany Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 79: Germany Machine Learning Market Share Analysis, by End-user, 2020
Figure 80: Germany Machine Learning Market Share Analysis, by End-user, 2030
Figure 81: U.K. Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 82: U.K. Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 83: U.K. Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 84: U.K. Machine Learning Market Value Share Analysis, by Component, 2020
Figure 85: U.K. Machine Learning Market Value Share Analysis, by Component, 2030
Figure 86: U.K. Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 87: U.K. Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 88: U.K. Machine Learning Market Share Analysis, by End-user, 2020
Figure 89: U.K. Machine Learning Market Share Analysis, by End-user, 2030
Figure 90: France Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 91: France Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 92: France Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 93: France Machine Learning Market Value Share Analysis, by Component, 2020
Figure 94: France Machine Learning Market Value Share Analysis, by Component, 2030
Figure 95: France Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 96: France Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 97: France Machine Learning Market Share Analysis, by End-user, 2020
Figure 98: France Machine Learning Market Share Analysis, by End-user, 2030
Figure 99: Italy Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 100: Italy Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 101: Italy Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 102: Italy Machine Learning Market Value Share Analysis, by Component, 2020
Figure 103: Italy Machine Learning Market Value Share Analysis, by Component, 2030
Figure 104: Italy Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 105: Italy Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 106: Italy Machine Learning Market Share Analysis, by End-user, 2020
Figure 107: Italy Machine Learning Market Share Analysis, by End-user, 2030
Figure 108: Spain Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 109: Spain Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 110: Spain Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 111: Spain Machine Learning Market Value Share Analysis, by Component, 2020
Figure 112: Spain Machine Learning Market Value Share Analysis, by Component, 2030
Figure 113: Spain Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 114: Spain Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 115: Spain Machine Learning Market Share Analysis, by End-user, 2020
Figure 116: Spain Machine Learning Market Share Analysis, by End-user, 2030
Figure 117: Asia Pacific Machine Learning Market Size (US$ Bn) and Y-o-Y Growth (%) Forecast, 2020 – 2030
Figure 118: Asia Pacific Machine Learning Market Value Share Analysis, by Component, 2020
Figure 119: Asia Pacific Machine Learning Market Value Share Analysis, by Component, 2030
Figure 120: Asia Pacific Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 121: Asia Pacific Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 122: Asia Pacific Machine Learning Market Share Analysis, by End-user, 2020
Figure 123: Asia Pacific Machine Learning Market Share Analysis, by End-user, 2030
Figure 124: Asia Pacific Machine Learning Market Value Share Analysis, by Country, 2020
Figure 125: Asia Pacific Machine Learning Market Value Share Analysis, by Country, 2030
Figure 126: China Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 127: China Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 128: China Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 129: China Machine Learning Market Value Share Analysis, by Component, 2020
Figure 130: China Machine Learning Market Value Share Analysis, by Component, 2030
Figure 131: China Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 132: China Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 133: China Machine Learning Market Share Analysis, by End-user, 2020
Figure 134: China Machine Learning Market Share Analysis, by End-user, 2030
Figure 135: India Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 136: India Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 137: India Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 138: India Machine Learning Market Value Share Analysis, by Component, 2020
Figure 139: India Machine Learning Market Value Share Analysis, by Component, 2030
Figure 140: India Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 141: India Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 142: India Machine Learning Market Share Analysis, by End-user, 2020
Figure 143: India Machine Learning Market Share Analysis, by End-user, 2030
Figure 144: Japan Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 145: Japan Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 146: Japan Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 147: Japan Machine Learning Market Value Share Analysis, by Component, 2020
Figure 148: Japan Machine Learning Market Value Share Analysis, by Component, 2030
Figure 149: Japan Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 150: Japan Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 151: Japan Machine Learning Market Share Analysis, by End-user, 2020
Figure 152: Japan Machine Learning Market Share Analysis, by End-user, 2030
Figure 153: ASEAN Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 154: ASEAN Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 155: ASEAN Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 156: ASEAN Machine Learning Market Value Share Analysis, by Component, 2020
Figure 157: ASEAN Machine Learning Market Value Share Analysis, by Component, 2030
Figure 158: ASEAN Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 159: ASEAN Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 160: ASEAN Machine Learning Market Share Analysis, by End-user, 2020
Figure 161: ASEAN Machine Learning Market Share Analysis, by End-user, 2030
Figure 162: Middle East & Africa Machine Learning Market Size (US$ Bn) and Y-o-Y Growth (%) Forecast, 2020 – 2030
Figure 163: Middle East & Africa Machine Learning Market Value Share Analysis, by Component, 2020
Figure 164: Middle East & Africa Machine Learning Market Value Share Analysis, by Component, 2030
Figure 165: Middle East & Africa Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 166: Middle East & Africa Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 167: Middle East & Africa Machine Learning Market Share Analysis, by End-user, 2020
Figure 168: Middle East & Africa Machine Learning Market Share Analysis, by End-user, 2030
Figure 169: Middle East & Africa Machine Learning Market Value Share Analysis, by Country, 2020
Figure 170: Middle East & Africa Machine Learning Market Value Share Analysis, by Country, 2030
Figure 171: GCC Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 172: GCC Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 173: GCC Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 174: GCC Machine Learning Market Value Share Analysis, by Component, 2020
Figure 175: GCC Machine Learning Market Value Share Analysis, by Component, 2030
Figure 176: GCC Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 177: GCC Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 178: GCC Machine Learning Market Share Analysis, by End-user, 2020
Figure 179: GCC Machine Learning Market Share Analysis, by End-user, 2030
Figure 180: South Africa Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 181: South Africa Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 182: South Africa Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 183: South Africa Machine Learning Market Value Share Analysis, by Component, 2020
Figure 184: South Africa Machine Learning Market Value Share Analysis, by Component, 2030
Figure 185: South Africa Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 186: South Africa Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 187: South Africa Machine Learning Market Share Analysis, by End-user, 2020
Figure 188: South Africa Machine Learning Market Share Analysis, by End-user, 2030
Figure 189: South America Machine Learning Market Size (US$ Bn) and Y-o-Y Growth (%) Forecast, 2020 – 2030
Figure 190: South America Machine Learning Market Value Share Analysis, by Component, 2020
Figure 191: South America Machine Learning Market Value Share Analysis, by Component, 2030
Figure 192: South America Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 193: South America Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 194: South America Machine Learning Market Share Analysis, by End-user, 2020
Figure 195: South America Machine Learning Market Share Analysis, by End-user, 2030
Figure 196: South America Machine Learning Market Value Share Analysis, by Country, 2020
Figure 197: South America Machine Learning Market Value Share Analysis, by Country, 2030
Figure 198: Brazil Machine Learning Market Forecast Trends (US$ Bn ), 2020 - 2030
Figure 199: Brazil Machine Learning Market Y-o-Y Growth (Value %), 2020 - 2030
Figure 200: Brazil Machine Learning Market Opportunity Growth Analysis (US$ Bn) Forecast, 2020 – 2030
Figure 201: Brazil Machine Learning Market Value Share Analysis, by Component, 2020
Figure 202: Brazil Machine Learning Market Value Share Analysis, by Component, 2030
Figure 203: Brazil Machine Learning Market Value Share Analysis, by Enterprise Size , 2020
Figure 204: Brazil Machine Learning Market Value Share Analysis, by Enterprise Size , 2030
Figure 205: Brazil Machine Learning Market Share Analysis, by End-user, 2020
Figure 206: Brazil Machine Learning Market Share Analysis, by End-user, 2030
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Machine Learning Market Analysis, Outlook 2020 - 2030
