Global Deep Learning Software Market Opportunities and Forecast 2020-2027
- DLR2611
- 11 September, 2021
- Service & Software
- Pages: 120
- Global
Global Deep Learning Market, By Product Type (Software, Services, Hardware), By Application (Image Recognition, Signal Recognition, Data Mining, Others), By End-Use Industry (Security, Manufacturing, Retail, Automotive, Healthcare, Agriculture, Others), and opportunities and forecast 2020-2027
Deep Learning Market Overview
Deep learning, or deep structured learning, is a division of machine learning that uses layered algorithmic models for analyzing data. It is a key component of data science, which uses statistics and predictive modeling for collecting, analyzing, and interpreting large amounts of information. Deep learning drives many artificial intelligence (AI) applications and services that improve automation, performing analytical and physical tasks without human intervention. Deep learning technology lies behind everyday products and services such as digital assistants, voice-enabled TV remotes, and credit card fraud detection as well as emerging technologies such as self-driving cars.The expanding information technology (IT) industry, along with the growing trend of digitalization, is one of the prime factors that are escalating the growth of the global Deep Learning market.
In comparison to the traditionally used computing systems, deep learning algorithms can automatically intercept available data points, which improves the efficiency and accuracy of the decision-making process. Moreover, deep learning solutions are extensively employed for cybersecurity, database management, and fraud detection systems. Besides, they are also used for processing medical images for disease diagnosis and drug discovery and offering virtual patient assistance in the healthcare sector. This key fact is contributing to the extensive adoption of the technology. Each of these factors is anticipated to have a definite impact on the global Deep Learning market during the forecast period.
Furthermore, other important factors such as its integration with big data analytics and cloud computing, along with widespread research and development (R&D) activities to develop advanced hardware and software processing solutions for deep learning, are anticipated to intensify the growth of the global Deep Learning market in the forthcoming years.
Covid-19 Impact on Deep Learning Market
Like many other industries, COVID-19 badly knocked the electronic and semiconductor industries. This unprecedented event has impacted nearly 230 countries in just a few weeks, resulting in the forced shutdown of manufacturing and transportation activities within and across the countries. This has directly affected the overall sector's growth. It is estimated that COVID-19 to leave more than USD 30 billion impacts on the electronics and semiconductor industry. The sector is majorly affected due to transport restrictions on major electronics and semiconductor raw material providers. However, the emerging need for semiconductors in several industries will offer rapid market recovery over the future period.
Deep Learning Market Segment Overview
Based on Product Type, the Software segment holds the largest share of the global Deep Learning market. The increasing adoption of software solutions in several applications, such as smartphone assistants, ATMs that read checks, voice and image recognition software on social networks, and software that serves up advertisements on various websites, is boosting the growth of machine learning technology in the market. Furthermore, Image Recognition is the largest application segment in the market. Growing demand for pattern recognition, optical character recognition, code recognition, facial recognition, object recognition, and digital image processing is propelling the growth of image recognition in the market. Further, the Data Mining segment is expected to show high growth in the forecast period. Data mining is used in the following applications: sentiment analysis, machine translation, fingerprint identification, cybersecurity, and bioinformatics.
Deep Learning Market, By Product Type
· Software
· Services
· Hardware
Deep Learning Market, By Application
· Image Recognition
· Signal Recognition
· Data Mining
· Others
Deep Learning Market, By End-Use Industry
· Security
· Manufacturing
· Retail
· Automotive
· Healthcare
· Agriculture
· Others
Deep Learning Regional Overview
In terms of region, North America held the largest share of the Deep Learning market. Demand for deep learning applications, such as image recognition, signal recognition, and data mining, in industries such as aerospace & defense, automotive, healthcare, and IT and telecommunications is projected to propel the growth of the market in this region. Similarly, the market in Asia-Pacific is expected to witness significant growth during the forecast period.In Asia-Pacific, deep learning is a growing technology that is used in electronic products, such as smartphones, tablets, and PCs, as well as it is also used in medical and automotive products. High economic growth in the major countries, such as China and India, is anticipated to escalate the growth of the deep learning market in this region.
Deep Learning Market, By Geography
· North America (US & Canada)
· Europe (UK, Germany, France, Italy, Spain, Russia & Rest of Europe)
· Asia-Pacific (Japan, China, India, Australia, & South Korea, & Rest of Asia-Pacific)
· LAMEA (Brazil, Saudi Arabia, UAE & Rest of LAMEA)
Deep Learning Market, Key Players
· NVIDIA Corporation
· Alphabet Inc.
· IBM Corporation
· Advanced Micro Devices Inc.
· Arm Holdings
· Intel Corporation
· Micron Technology Inc.
· Qualcomm Technologies Inc.
· Microsoft Corporation
· Amazon Web Services
Deep Learning Market Overview
Deep learning, or deep structured learning, is a division of machine learning that uses layered algorithmic models for analyzing data. It is a key component of data science, which uses statistics and predictive modeling for collecting, analyzing, and interpreting large amounts of information. Deep learning drives many artificial intelligence (AI) applications and services that improve automation, performing analytical and physical tasks without human intervention. Deep learning technology lies behind everyday products and services such as digital assistants, voice-enabled TV remotes, and credit card fraud detection as well as emerging technologies such as self-driving cars.The expanding information technology (IT) industry, along with the growing trend of digitalization, is one of the prime factors that are escalating the growth of the global Deep Learning market.
In comparison to the traditionally used computing systems, deep learning algorithms can automatically intercept available data points, which improves the efficiency and accuracy of the decision-making process. Moreover, deep learning solutions are extensively employed for cybersecurity, database management, and fraud detection systems. Besides, they are also used for processing medical images for disease diagnosis and drug discovery and offering virtual patient assistance in the healthcare sector. This key fact is contributing to the extensive adoption of the technology. Each of these factors is anticipated to have a definite impact on the global Deep Learning market during the forecast period.
Furthermore, other important factors such as its integration with big data analytics and cloud computing, along with widespread research and development (R&D) activities to develop advanced hardware and software processing solutions for deep learning, are anticipated to intensify the growth of the global Deep Learning market in the forthcoming years.
Covid-19 Impact on Deep Learning Market
Like many other industries, COVID-19 badly knocked the electronic and semiconductor industries. This unprecedented event has impacted nearly 230 countries in just a few weeks, resulting in the forced shutdown of manufacturing and transportation activities within and across the countries. This has directly affected the overall sector's growth. It is estimated that COVID-19 to leave more than USD 30 billion impacts on the electronics and semiconductor industry. The sector is majorly affected due to transport restrictions on major electronics and semiconductor raw material providers. However, the emerging need for semiconductors in several industries will offer rapid market recovery over the future period.
Deep Learning Market Segment Overview
Based on Product Type, the Software segment holds the largest share of the global Deep Learning market. The increasing adoption of software solutions in several applications, such as smartphone assistants, ATMs that read checks, voice and image recognition software on social networks, and software that serves up advertisements on various websites, is boosting the growth of machine learning technology in the market. Furthermore, Image Recognition is the largest application segment in the market. Growing demand for pattern recognition, optical character recognition, code recognition, facial recognition, object recognition, and digital image processing is propelling the growth of image recognition in the market. Further, the Data Mining segment is expected to show high growth in the forecast period. Data mining is used in the following applications: sentiment analysis, machine translation, fingerprint identification, cybersecurity, and bioinformatics.
Deep Learning Market, By Product Type
· Software
· Services
· Hardware
Deep Learning Market, By Application
· Image Recognition
· Signal Recognition
· Data Mining
· Others
Deep Learning Market, By End-Use Industry
· Security
· Manufacturing
· Retail
· Automotive
· Healthcare
· Agriculture
· Others
Deep Learning Regional Overview
In terms of region, North America held the largest share of the Deep Learning market. Demand for deep learning applications, such as image recognition, signal recognition, and data mining, in industries such as aerospace & defense, automotive, healthcare, and IT and telecommunications is projected to propel the growth of the market in this region. Similarly, the market in Asia-Pacific is expected to witness significant growth during the forecast period.In Asia-Pacific, deep learning is a growing technology that is used in electronic products, such as smartphones, tablets, and PCs, as well as it is also used in medical and automotive products. High economic growth in the major countries, such as China and India, is anticipated to escalate the growth of the deep learning market in this region.
Deep Learning Market, By Geography
· North America (US & Canada)
· Europe (UK, Germany, France, Italy, Spain, Russia & Rest of Europe)
· Asia-Pacific (Japan, China, India, Australia, & South Korea, & Rest of Asia-Pacific)
· LAMEA (Brazil, Saudi Arabia, UAE & Rest of LAMEA)
Deep Learning Market, Key Players
· NVIDIA Corporation
· Alphabet Inc.
· IBM Corporation
· Advanced Micro Devices Inc.
· Arm Holdings
· Intel Corporation
· Micron Technology Inc.
· Qualcomm Technologies Inc.
· Microsoft Corporation
· Amazon Web Services
Deep Learning Market Study Global Market Analysis, Insights and Forecast, 2020-2027
1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
2. Executive Summary
3. Market Dynamics
- 3.1. Market Drivers
- 3.2. Market Restraints
- 3.3. Market Opportunities
4. Key Insights
- 4.1. Key Emerging Trends – For Major Countries
- 4.2. Latest Technological Advancement
- 4.3. Regulatory Landscape
- 4.4. Industry SWOT Analysis
- 4.5. Porters Five Forces Analysis
5. Global Deep Learning Market Analysis (USD Billion), Insights and Forecast, 2020-2027
- 5.1. Key Findings / Summary
- 5.2. Market Analysis, Insights and Forecast – By Product Type
- 5.2.1. Software
- 5.2.2. Services
- 5.2.3. Hardware
- 5.3. Market Analysis, Insights and Forecast – By Application
- 5.3.1. Image Recognition
- 5.3.2. Signal Recognition
- 5.3.3. Data Mining
- 5.3.4. Others
- 5.4. Market Analysis, Insights and Forecast – By End-Use Industry
- 5.4.1. Security
- 5.4.2. Manufacturing
- 5.4.3. Retail
- 5.4.4. Automotive
- 5.4.5. Healthcare
- 5.4.6. Agriculture
- 5.4.7. Others
- 5.5. Market Analysis, Insights and Forecast – By Region
- 5.5.1. North America
- 5.5.2. Europe
- 5.5.3. Asia Pacific
- 5.5.4. Latin America, Middle East and Africa
6. North America Deep Learning Market Analysis (USD Billion), Insights and Forecast, 2020-2027
- 6.1. Key Findings / Summary
- 6.2. Market Analysis, Insights and Forecast – By Product Type
- 6.2.1. Software
- 6.2.2. Services
- 6.2.3. Hardware
- 6.3. Market Analysis, Insights and Forecast – By Application
- 6.3.1. Image Recognition
- 6.3.2. Signal Recognition
- 6.3.3. Data Mining
- 6.3.4. Others
- 6.4. Market Analysis, Insights and Forecast – By End-Use Industry
- 6.4.1. Security
- 6.4.2. Manufacturing
- 6.4.3. Retail
- 6.4.4. Automotive
- 6.4.5. Healthcare
- 6.4.6. Agriculture
- 6.4.7. Others
- 6.5. Market Analysis, Insights and Forecast – By Country
- 6.5.1. U.S.
- 6.5.2. Canada
7. Europe Deep Learning Market Analysis (USD Billion), Insights and Forecast, 2020-2027
- 7.1. Key Findings / Summary
- 7.2. Market Analysis, Insights and Forecast – By Product Type
- 7.2.1. Software
- 7.2.2. Services
- 7.2.3. Hardware
- 7.3. Market Analysis, Insights and Forecast – By Application
- 7.3.1. Image Recognition
- 7.3.2. Signal Recognition
- 7.3.3. Data Mining
- 7.3.4. Others
- 7.4. Market Analysis, Insights and Forecast – By End-Use Industry
- 7.4.1. Security
- 7.4.2. Manufacturing
- 7.4.3. Retail
- 7.4.4. Automotive
- 7.4.5. Healthcare
- 7.4.6. Agriculture
- 7.4.7. Others
- 7.5. Market Analysis, Insights and Forecast – By Country
- 7.5.1. UK
- 7.5.2. Germany
- 7.5.3. France
- 7.5.4. Italy
- 7.5.5. Spain
- 7.5.6. Russia
- 7.5.7. Rest of Europe
8. Asia Pacific Deep Learning Market Analysis (USD Billion), Insights and Forecast, 2020-2027
- 8.1. Key Findings / Summary
- 8.2. Market Analysis, Insights and Forecast – By Product Type
- 8.2.1. Software
- 8.2.2. Services
- 8.2.3. Hardware
- 8.3. Market Analysis, Insights and Forecast – By Application
- 8.3.1. Image Recognition
- 8.3.2. Signal Recognition
- 8.3.3. Data Mining
- 8.3.4. Others
- 8.4. Market Analysis, Insights and Forecast – By End-Use Industry
- 8.4.1. Security
- 8.4.2. Manufacturing
- 8.4.3. Retail
- 8.4.4. Automotive
- 8.4.5. Healthcare
- 8.4.6. Agriculture
- 8.4.7. Others
- 8.5. Market Analysis, Insights and Forecast – By Country
- 8.5.1. China
- 8.5.2. India
- 8.5.3. Japan
- 8.5.4. Australia
- 8.5.5. South East Asia
- 8.5.6. Rest of Asia Pacific
9. Latin America, Middle East and Africa Deep Learning Market Analysis (USD Billion), Insights and Forecast, 2020-2027
- 9.1. Key Findings / Summary
- 9.2. Market Analysis, Insights and Forecast – By Product Type
- 9.2.1. Software
- 9.2.2. Services
- 9.2.3. Hardware
- 9.3. Market Analysis, Insights and Forecast – By Application
- 9.3.1. Image Recognition
- 9.3.2. Signal Recognition
- 9.3.3. Data Mining
- 9.3.4. Others
- 9.4. Market Analysis, Insights and Forecast – By End-Use Industry
- 9.4.1. Security
- 9.4.2. Manufacturing
- 9.4.3. Retail
- 9.4.4. Automotive
- 9.4.5. Healthcare
- 9.4.6. Agriculture
- 9.4.7. Others
- 9.5. Market Analysis, Insights and Forecast – By Country
- 9.5.1. Brazil
- 9.5.2. Saudi Arabia
- 9.5.3. UAE
- 9.5.4. Rest of LAMEA
10. Competitive Analysis
- 10.1. Company Market Share Analysis, 2018
- 10.2. Key Industry Developments
- 10.3. Company Profile
- 10.4. NVIDIA Corporation
- 10.4.1. Business Overview
- 10.4.2. Segment 1 & Service Offering
- 10.4.3. Overall Revenue
- 10.4.4. Geographic Presence
- 10.4.5. Recent Development
- 10.5. Alphabet Inc.
- 10.6. IBM Corporation
- 10.7. Advanced Micro Devices Inc.
- 10.8. Arm Holdings
- 10.9. Intel Corporation
- 10.10. Micron Technology Inc.
- 10.11. Qualcomm Technologies Inc.
- 10.12. Microsoft Corporation
List of Figures
Figure 1: Global Deep Learning Software Market Revenue Breakdown (USD Billion, %) by Region, 2019 & 2027
Figure 2: Global Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 3: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 4: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 5: Global Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 6: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 7: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 8: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 9: Global Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 10: Global Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 11: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 12: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 13: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 14: Global Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 15: Global Deep Learning Software Market Value (USD Billion), by Region, 2019 & 2027
Figure 16: North America Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 17: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 18: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 19: North America Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 20: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 21: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 22: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 23: North America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 24: North America Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 25: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 26: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 27: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 28: North America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 29: North America Deep Learning Software Market Forecast (USD Billion), by U.S., 2016-2027
Figure 30: North America Deep Learning Software Market Forecast (USD Billion), by Canada, 2016-2027
Figure 31: Latin America Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 32: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 33: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 34: Latin America Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 35: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 36: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 37: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 38: Latin America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 39: Latin America Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 40: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 41: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 42: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 43: Latin America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 44: Latin America Deep Learning Software Market Forecast (USD Billion), by Brazil, 2016-2027
Figure 45: Latin America Deep Learning Software Market Forecast (USD Billion), by Mexico, 2016-2027
Figure 46: Latin America Deep Learning Software Market Forecast (USD Billion), by Rest of Latin America, 2016-2027
Figure 47: Europe Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 48: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 49: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 50: Europe Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 51: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 52: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 53: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 54: Europe Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 55: Europe Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 56: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 57: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 58: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 59: Europe Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 60: Europe Deep Learning Software Market Forecast (USD Billion), by U.K., 2016-2027
Figure 61: Europe Deep Learning Software Market Forecast (USD Billion), by Germany, 2016-2027
Figure 62: Europe Deep Learning Software Market Forecast (USD Billion), by France, 2016-2027
Figure 63: Europe Deep Learning Software Market Forecast (USD Billion), by Italy, 2016-2027
Figure 64: Europe Deep Learning Software Market Forecast (USD Billion), by Spain, 2016-2027
Figure 65: Europe Deep Learning Software Market Forecast (USD Billion), by Russia, 2016-2027
Figure 66: Europe Deep Learning Software Market Forecast (USD Billion), by Rest of Europe, 2016-2027
Figure 67: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 68: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 69: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 70: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 71: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 72: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 73: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 74: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 75: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 76: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 77: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 78: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 79: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 80: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by China, 2016-2027
Figure 81: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by India, 2016-2027
Figure 82: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Japan, 2016-2027
Figure 83: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Australia, 2016-2027
Figure 84: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Southeast Asia, 2016-2027
Figure 85: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Rest of Asia Pacific, 2016-2027
Figure 86: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 87: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 88: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 89: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 90: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 91: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 92: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 93: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 94: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 95: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 96: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 97: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 98: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 99: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by GCC, 2016-2027
Figure 100: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by South Africa, 2016-2027
Figure 101: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Rest of Middle East & Africa, 2016-2027
List of Tables
Table 1: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 2: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 3: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 4: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Region, 2016-2027
Table 5: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 6: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 7: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 8: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 9: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 10: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 11: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 12: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 13: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 14: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 15: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 16: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 17: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 18: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 19: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 20: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 21: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 22: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 23: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 24: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Figure 1: Global Deep Learning Software Market Revenue Breakdown (USD Billion, %) by Region, 2019 & 2027
Figure 2: Global Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 3: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 4: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 5: Global Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 6: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 7: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 8: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 9: Global Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 10: Global Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 11: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 12: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 13: Global Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 14: Global Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 15: Global Deep Learning Software Market Value (USD Billion), by Region, 2019 & 2027
Figure 16: North America Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 17: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 18: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 19: North America Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 20: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 21: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 22: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 23: North America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 24: North America Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 25: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 26: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 27: North America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 28: North America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 29: North America Deep Learning Software Market Forecast (USD Billion), by U.S., 2016-2027
Figure 30: North America Deep Learning Software Market Forecast (USD Billion), by Canada, 2016-2027
Figure 31: Latin America Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 32: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 33: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 34: Latin America Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 35: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 36: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 37: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 38: Latin America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 39: Latin America Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 40: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 41: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 42: Latin America Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 43: Latin America Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 44: Latin America Deep Learning Software Market Forecast (USD Billion), by Brazil, 2016-2027
Figure 45: Latin America Deep Learning Software Market Forecast (USD Billion), by Mexico, 2016-2027
Figure 46: Latin America Deep Learning Software Market Forecast (USD Billion), by Rest of Latin America, 2016-2027
Figure 47: Europe Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 48: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 49: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 50: Europe Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 51: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 52: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 53: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 54: Europe Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 55: Europe Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 56: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 57: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 58: Europe Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 59: Europe Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 60: Europe Deep Learning Software Market Forecast (USD Billion), by U.K., 2016-2027
Figure 61: Europe Deep Learning Software Market Forecast (USD Billion), by Germany, 2016-2027
Figure 62: Europe Deep Learning Software Market Forecast (USD Billion), by France, 2016-2027
Figure 63: Europe Deep Learning Software Market Forecast (USD Billion), by Italy, 2016-2027
Figure 64: Europe Deep Learning Software Market Forecast (USD Billion), by Spain, 2016-2027
Figure 65: Europe Deep Learning Software Market Forecast (USD Billion), by Russia, 2016-2027
Figure 66: Europe Deep Learning Software Market Forecast (USD Billion), by Rest of Europe, 2016-2027
Figure 67: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 68: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 69: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 70: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 71: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 72: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 73: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 74: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 75: Asia Pacific Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 76: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 77: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 78: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 79: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 80: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by China, 2016-2027
Figure 81: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by India, 2016-2027
Figure 82: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Japan, 2016-2027
Figure 83: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Australia, 2016-2027
Figure 84: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Southeast Asia, 2016-2027
Figure 85: Asia Pacific Deep Learning Software Market Forecast (USD Billion), by Rest of Asia Pacific, 2016-2027
Figure 86: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 1, 2019 & 2027
Figure 87: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 88: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 89: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 2, 2019 & 2027
Figure 90: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 91: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 92: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 93: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 94: Middle East & Africa Deep Learning Software Market Value Share (%), By Segment 3, 2019 & 2027
Figure 95: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 1, 2016-2027
Figure 96: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 2, 2016-2027
Figure 97: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Sub-Segment 3, 2016-2027
Figure 98: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Others, 2016-2027
Figure 99: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by GCC, 2016-2027
Figure 100: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by South Africa, 2016-2027
Figure 101: Middle East & Africa Deep Learning Software Market Forecast (USD Billion), by Rest of Middle East & Africa, 2016-2027
List of Tables
Table 1: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 2: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 3: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 4: Global Deep Learning Software Market Revenue (USD Billion) Forecast, by Region, 2016-2027
Table 5: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 6: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 7: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 8: North America Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 9: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 10: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 11: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 12: Europe Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 13: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 14: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 15: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 16: Latin America Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 17: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 18: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 19: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 20: Asia Pacific Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
Table 21: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 1, 2016-2027
Table 22: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 2, 2016-2027
Table 23: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Segment 3, 2016-2027
Table 24: Middle East & Africa Deep Learning Software Market Revenue (USD Billion) Forecast, by Country, 2016-2027
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