Deep Learning Chips Market size is set to grow by USD 16,522.93 million from 2023-2027. Rise in adoption of deep learning chips in autonomous vehicles boost the market- Technavio

NEW YORK, May 31, 2023 /PRNewswire/ -- The deep learning chips market size is estimated to grow by USD 16,522.93 million from 2023 to 2027, according to Technavio. The market is estimated to grow at a CAGR of  34.58%. North America held the largest share of the global market in 2022, and the market in the region is estimated to witness an incremental growth of 35%. The North American deep learning chips market is growing rapidly due to the emergence of new technologies in smart devices and increasing demand for artificial intelligence (AI) applications in various industries such as healthcare, retail, and automotive. One of the major drivers of the North American deep learning chip market growth is the increasing use of deep learning algorithms to improve the accuracy of image, audio and signal recognition. For more insights on the historic period (2017 to 2021) and forecast market size (2023 to 2027) - Request a sample report

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Deep learning chips market - segmentation assessment
Segment overview
Technavio has segmented the market based on Technology (System-on-Chip, System-in-Package, Multi-chip Module, and Others), End-user (BFSI, IT and telecom, Media and advertising, and Others), and Geography (North America, Europe, APAC, South America, and Middle East and Africa). 

• Market share growth of the system-on-chip segment is expected to increase significantly during the forecast period due to growing popularity in its versatility, power, and efficiency in performing complex computing tasks. The system-on-chip segment was valued at USD 831.25 million in 2017 and will continue to grow through 2021. This SoC integrates the CPU, GPU, and required memory on a single chip, making it ideal for deep learning applications. This integration provides higher levels of performance and energy efficiency, making it an attractive option for device manufacturers to power their products. SoCs have proven to be essential technologies for deploying deep learning technologies in many markets, such as autonomous vehicles, healthcare, retail, and manufacturing. These industries require complex applications capable of processing large amounts of data and executing complex algorithms. SoCs do this with their powerful processing power and efficiency. 

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Deep learning chips market – Market Dynamics
Key factor driving market growth

Rise in adoption of deep learning chips in autonomous vehicles: The growth of the global deep learning chip market is driven by rapid development and investment in the implementation of deep learning chips in autonomous vehicles. Many automotive companies have recognized the importance of using deep learning chips to achieve the highest level of automation in their vehicles, increasing the demand for deep learning chips in this area. Achieving a higher degree of automation (level 4/5 automation), also known as full automation, requires high computing power in the onboard processor. In addition, self-driving cars are equipped with advanced features such as ADAS, heads-up displays (HUDs), multimodal and intuitive user interfaces, and new generation automotive cloud services. In ADAS, deep learning concepts provide additional advantages over traditional algorithms.

For example, deep learning helps detect and detect multiple objects, reduces power consumption, enables object prediction and detection, improves perception, and supports object classification. Therefore, such factors are expected to increase the demand for deep learning chips, which is expected to drive the growth of the focus market during the forecast period. 

Leading trends influencing the market 

Advances in quantum computing: Quantum computing is a technology that achieves desired computing power based on the principles of quantum mechanics. In traditional computers, data is in binary form. It is either 1 or 0, called H.bit. In quantum computing, on the other hand, data contains 1s, 0s, and superpositions of 1s and 0s. These are called qubits or qubits. Qubits require more data than regular bits to enable faster computations. These qubits operate on the theoretical probability that two states exist simultaneously. The simultaneous existence of these two states allows quantum computers to perform massive computations. Quantum computers can therefore find solutions to problems simultaneously rather than sequentially. This simultaneous computation is called quantum parallelism.
The increasing focus on developing algorithms and processes that work in quantum computing will lead to the development of deep learning chips that can efficiently run quantum computers. Therefore, the above factors are expected to drive the growth of the focus market during the forecast period. 

Major challenges hindering the market growth

The lack of technically skilled workers for deep learning chip development: The development of deep learning chips is a rapidly growing field that is in high demand. However, there is a significant shortage of technically skilled workers in this area. This shortage has become a major challenge for the technology industry to develop new and advanced deep learning chips that can satisfy the growing demand of consumers. The reason for this dearth of skilled workers can be attributed to several factors, which are as follows:First, the field of deep learning chips is relatively new, meaning that there are only a few universities and technical schools that offer programs specifically focused on this area of expertise. Second, the training and expertise required to work in this field are highly specialized and technical. Individuals with expertise in electrical engineering, computer science, and other technical disciplines are required to develop deep learning chips. Additionally, they must have a strong understanding of machine learning, data analysis, and programming languages like Python and C++.

Third, the high demand for deep learning chips in a variety of fields, including healthcare, transportation, finance, and security, is creating intense competition for skilled workers.

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What are the key data covered in this Deep Learning Chips Market report?

• CAGR of the market during the forecast period
• Detailed information on factors that will drive the growth of the deep learning chips market between 2023 and 2027
• Precise estimation of the size of the deep learning chips market size and its contribution to the market in focus on the parent market
• Accurate predictions about upcoming trends and changes in consumer behavior
• Growth of the Deep Learning Chips Market industry across North America, Europe, APAC, South America, and Middle East and Africa
• A thorough analysis of the market's competitive landscape and detailed information about vendors
• Comprehensive analysis of factors that will challenge the growth of Deep Learning Chips Market vendors

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Related Reports:

The deep learning market is estimated to grow at a CAGR of 29.79% between 2022 and 2027. The size of the market is forecast to increase by USD 11,113.13 million. This report extensively covers market segmentation by application (/image recognition, voice recognition, video surveillance and diagnostics, and data mining), type (software, services, and hardware), and geography (APAC, North America, Europe, Middle East and Africa, and South America). The increasing entry of startups is notably driving the market growth, although factors such as the lack of technical expertise may impede the market growth.

The artificial intelligence (AI) chips market size is estimated to grow at a CAGR of 61.51% between 2022 and 2027. The artificial intelligence (AI) chips market size is forecast to increase by USD 2,10,506.47 million.This report extensively covers market segmentation by product (ASICs, GPUs, CPUs, FPGAs), end-user (media and advertising, BFSI, IT and telecommunication, automotive, and others), and geography (North America, Europe, APAC, South America, and Middle East and Africa). Increasing investments in AI start-ups is an emerging trend influencing the growth of AI chips market.

Table of Contents

1 Executive Summary

• 1.1 Market overview 
• Exhibit 01: Executive Summary – Chart on Market Overview
• Exhibit 02: Executive Summary – Data Table on Market Overview
• Exhibit 03: Executive Summary – Chart on Global Market Characteristics
• Exhibit 04: Executive Summary – Chart on Market by Geography
• Exhibit 05: Executive Summary – Chart on Market Segmentation by Technology
• Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
• Exhibit 07: Executive Summary – Chart on Incremental Growth
• Exhibit 08: Executive Summary – Data Table on Incremental Growth
• Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem 
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition 
• Exhibit 12: Offerings of vendors included in the market definition

• 3.2 Market segment analysis 
• Exhibit 13: Market segments

• 3.3 Market size 2022 

• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global deep learning chips market 2017 - 2021
• Exhibit 18: Historic Market Size – Data Table on global deep learning chips market 2017 - 2021 ($ million)

• 4.2 Technology Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size – Technology Segment 2017 - 2021 ($ million)

• 4.3 End-user Segment Analysis 2017 - 2021
• Exhibit 20: Historic Market Size – End-user Segment 2017 - 2021 ($ million)

• 4.4 Geography Segment Analysis 2017 - 2021
• Exhibit 21: Historic Market Size – Geography Segment 2017 - 2021 ($ million)

• 4.5 Country Segment Analysis 2017 - 2021
• Exhibit 22: Historic Market Size – Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary 
• Exhibit 23: Five forces analysis - Comparison between 2022 and 2027

• 5.2 Bargaining power of buyers 
• Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027

• 5.3 Bargaining power of suppliers 
• Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027

• 5.4 Threat of new entrants 
• Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027

• 5.5 Threat of substitutes 
• Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027

• 5.6 Threat of rivalry 
• Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027

• 5.7 Market condition 
• Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by Technology

• 6.1 Market segments 
• Exhibit 30: Chart on Technology - Market share 2022-2027 (%)
• Exhibit 31: Data Table on Technology - Market share 2022-2027 (%)

• 6.2 Comparison by Technology 
• Exhibit 32: Chart on Comparison by Technology
• Exhibit 33: Data Table on Comparison by Technology

• 6.3 System-on-Chip - Market size and forecast 2022-2027
• Exhibit 34: Chart on System-on-Chip - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on System-on-Chip - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on System-on-Chip - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on System-on-Chip - Year-over-year growth 2022-2027 (%)

• 6.4 System-in-Package - Market size and forecast 2022-2027 
• Exhibit 38: Chart on System-in-Package - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on System-in-Package - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on System-in-Package - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on System-in-Package - Year-over-year growth 2022-2027 (%)

• 6.5 Multi-chip Module - Market size and forecast 2022-2027 
• Exhibit 42: Chart on Multi-chip Module - Market size and forecast 2022-2027 ($ million)
• Exhibit 43: Data Table on Multi-chip Module - Market size and forecast 2022-2027 ($ million)
• Exhibit 44: Chart on Multi-chip Module - Year-over-year growth 2022-2027 (%)
• Exhibit 45: Data Table on Multi-chip Module - Year-over-year growth 2022-2027 (%)

• 6.6 Others - Market size and forecast 2022-2027
• Exhibit 46: Chart on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 47: Data Table on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 48: Chart on Others - Year-over-year growth 2022-2027 (%)
• Exhibit 49: Data Table on Others - Year-over-year growth 2022-2027 (%)

• 6.7 Market opportunity by Technology 
• Exhibit 50: Market opportunity by Technology ($ million)
• Exhibit 51: Data Table on Market opportunity by Technology ($ million)

7 Market Segmentation by End-user

• 7.1 Market segments 
• Exhibit 52: Chart on End-user - Market share 2022-2027 (%)
• Exhibit 53: Data Table on End-user - Market share 2022-2027 (%)

• 7.2 Comparison by End-user 
• Exhibit 54: Chart on Comparison by End-user
• Exhibit 55: Data Table on Comparison by End-user

• 7.3 BFSI - Market size and forecast 2022-2027
• Exhibit 56: Chart on BFSI - Market size and forecast 2022-2027 ($ million)
• Exhibit 57: Data Table on BFSI - Market size and forecast 2022-2027 ($ million)
• Exhibit 58: Chart on BFSI - Year-over-year growth 2022-2027 (%)
• Exhibit 59: Data Table on BFSI - Year-over-year growth 2022-2027 (%)

• 7.4 IT and telecom - Market size and forecast 2022-2027
• Exhibit 60: Chart on IT and telecom - Market size and forecast 2022-2027 ($ million)
• Exhibit 61: Data Table on IT and telecom - Market size and forecast 2022-2027 ($ million)
• Exhibit 62: Chart on IT and telecom - Year-over-year growth 2022-2027 (%)
• Exhibit 63: Data Table on IT and telecom - Year-over-year growth 2022-2027 (%)

• 7.5 Media and advertising - Market size and forecast 2022-2027 
• Exhibit 64: Chart on Media and advertising - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Data Table on Media and advertising - Market size and forecast 2022-2027 ($ million)
• Exhibit 66: Chart on Media and advertising - Year-over-year growth 2022-2027 (%)
• Exhibit 67: Data Table on Media and advertising - Year-over-year growth 2022-2027 (%)

• 7.6 Others - Market size and forecast 2022-2027
• Exhibit 68: Chart on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Data Table on Others - Market size and forecast 2022-2027 ($ million)
• Exhibit 70: Chart on Others - Year-over-year growth 2022-2027 (%)
• Exhibit 71: Data Table on Others - Year-over-year growth 2022-2027 (%)

• 7.7 Market opportunity by End-user 
• Exhibit 72: Market opportunity by End-user ($ million)
• Exhibit 73: Data Table on Market opportunity by End-user ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview 
• Exhibit 74: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation 
• Exhibit 75: Chart on Market share by geography 2022-2027 (%)
• Exhibit 76: Data Table on Market share by geography 2022-2027 (%)

• 9.2 Geographic comparison 
• Exhibit 77: Chart on Geographic comparison
• Exhibit 78: Data Table on Geographic comparison

• 9.3 North America - Market size and forecast 2022-2027
• Exhibit 79: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 80: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on North America - Year-over-year growth 2022-2027 (%)

• 9.4 Europe - Market size and forecast 2022-2027
• Exhibit 83: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 84: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on Europe - Year-over-year growth 2022-2027 (%)

• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 87: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 88: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on APAC - Year-over-year growth 2022-2027 (%)

• 9.6 South America - Market size and forecast 2022-2027
• Exhibit 91: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 92: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on South America - Year-over-year growth 2022-2027 (%)

• 9.7 Middle East and Africa - Market size and forecast 2022-2027 
• Exhibit 95: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 96: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 97: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)

• 9.8 US - Market size and forecast 2022-2027
• Exhibit 99: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 100: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 101: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on US - Year-over-year growth 2022-2027 (%)

• 9.9 Germany - Market size and forecast 2022-2027
• Exhibit 103: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 104: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 105: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 106: Data Table on Germany - Year-over-year growth 2022-2027 (%)

• 9.10 China - Market size and forecast 2022-2027
• Exhibit 107: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 108: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 109: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 110: Data Table on China - Year-over-year growth 2022-2027 (%)

• 9.11 UK - Market size and forecast 2022-2027
• Exhibit 111: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 112: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 113: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibit 114: Data Table on UK - Year-over-year growth 2022-2027 (%)

• 9.12 Taiwan - Market size and forecast 2022-2027
• Exhibit 115: Chart on Taiwan - Market size and forecast 2022-2027 ($ million)
• Exhibit 116: Data Table on Taiwan - Market size and forecast 2022-2027 ($ million)
• Exhibit 117: Chart on Taiwan - Year-over-year growth 2022-2027 (%)
• Exhibit 118: Data Table on Taiwan - Year-over-year growth 2022-2027 (%)

• 9.13 Market opportunity by geography 
• Exhibit 119: Market opportunity by geography ($ million)
• Exhibit 120: Data Tables on Market opportunity by geography ($ million)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers 

• 10.2 Market challenges 

• 10.3 Impact of drivers and challenges 
• Exhibit 121: Impact of drivers and challenges in 2022 and 2027

• 10.4 Market trends 

11 Vendor Landscape

• 11.1 Overview 

• 11.2 Vendor landscape 
• Exhibit 122: Overview on Criticality of inputs and Factors of differentiation

• 11.3 Landscape disruption 
• Exhibit 123: Overview on factors of disruption

• 11.4 Industry risks 
• Exhibit 124: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered 
• Exhibit 125: Vendors covered

• 12.2 Market positioning of vendors 
• Exhibit 126: Matrix on vendor position and classification

• 12.3 Advanced Micro Devices Inc. 
• Exhibit 127: Advanced Micro Devices Inc. - Overview
• Exhibit 128: Advanced Micro Devices Inc. - Business segments
• Exhibit 129: Advanced Micro Devices Inc. - Key news
• Exhibit 130: Advanced Micro Devices Inc. - Key offerings
• Exhibit 131: Advanced Micro Devices Inc. - Segment focus

• 12.4 Alphabet Inc. 
• Exhibit 132: Alphabet Inc. - Overview
• Exhibit 133: Alphabet Inc. - Business segments
• Exhibit 134: Alphabet Inc. - Key news
• Exhibit 135: Alphabet Inc. - Key offerings
• Exhibit 136: Alphabet Inc. - Segment focus

• 12.5 Amazon.com Inc. 
• Exhibit 137: Amazon.com Inc. - Overview
• Exhibit 138: Amazon.com Inc. - Business segments
• Exhibit 139: Amazon.com Inc. - Key news
• Exhibit 140: Amazon.com Inc. - Key offerings
• Exhibit 141: Amazon.com Inc. - Segment focus

• 12.6 Cerebras Systems Inc. 
• Exhibit 142: Cerebras Systems Inc. - Overview
• Exhibit 143: Cerebras Systems Inc. - Product / Service
• Exhibit 144: Cerebras Systems Inc. - Key offerings

• 12.7 China Cambrian Technology Co. Ltd.
• Exhibit 145: China Cambrian Technology Co. Ltd. - Overview
• Exhibit 146: China Cambrian Technology Co. Ltd. - Product / Service
• Exhibit 147: China Cambrian Technology Co. Ltd. - Key offerings

• 12.8 Fujitsu Ltd. 
• Exhibit 148: Fujitsu Ltd. - Overview
• Exhibit 149: Fujitsu Ltd. - Business segments
• Exhibit 150: Fujitsu Ltd. - Key news
• Exhibit 151: Fujitsu Ltd. - Key offerings
• Exhibit 152: Fujitsu Ltd. - Segment focus

• 12.9 Graphcore Ltd. 
• Exhibit 153: Graphcore Ltd. - Overview
• Exhibit 154: Graphcore Ltd. - Product / Service
• Exhibit 155: Graphcore Ltd. - Key offerings

• 12.10 Intel Corp. 
• Exhibit 156: Intel Corp. - Overview
• Exhibit 157: Intel Corp. - Business segments
• Exhibit 158: Intel Corp. - Key news
• Exhibit 159: Intel Corp. - Key offerings
• Exhibit 160: Intel Corp. - Segment focus

• 12.11 International Business Machines Corp.
• Exhibit 161: International Business Machines Corp. - Overview
• Exhibit 162: International Business Machines Corp. - Business segments
• Exhibit 163: International Business Machines Corp. - Key news
• Exhibit 164: International Business Machines Corp. - Key offerings
• Exhibit 165: International Business Machines Corp. - Segment focus

• 12.12 MediaTek Inc. 
• Exhibit 166: MediaTek Inc. - Overview
• Exhibit 167: MediaTek Inc. - Product / Service
• Exhibit 168: MediaTek Inc. - Key news
• Exhibit 169: MediaTek Inc. - Key offerings

• 12.13 NVIDIA Corp. 
• Exhibit 170: NVIDIA Corp. - Overview
• Exhibit 171: NVIDIA Corp. - Business segments
• Exhibit 172: NVIDIA Corp. - Key news
• Exhibit 173: NVIDIA Corp. - Key offerings
• Exhibit 174: NVIDIA Corp. - Segment focus

• 12.14 Qualcomm Inc. 
• Exhibit 175: Qualcomm Inc. - Overview
• Exhibit 176: Qualcomm Inc. - Business segments
• Exhibit 177: Qualcomm Inc. - Key news
• Exhibit 178: Qualcomm Inc. - Key offerings
• Exhibit 179: Qualcomm Inc. - Segment focus

• 12.15 Samsung Electronics Co. Ltd. 
• Exhibit 180: Samsung Electronics Co. Ltd. - Overview
• Exhibit 181: Samsung Electronics Co. Ltd. - Business segments
• Exhibit 182: Samsung Electronics Co. Ltd. - Key news
• Exhibit 183: Samsung Electronics Co. Ltd. - Key offerings
• Exhibit 184: Samsung Electronics Co. Ltd. - Segment focus

• 12.16 Syntiant Corp. 
• Exhibit 185: Syntiant Corp. - Overview
• Exhibit 186: Syntiant Corp. - Product / Service
• Exhibit 187: Syntiant Corp. - Key offerings

• 12.17 Taiwan Semiconductor Manufacturing Co. Ltd. 
• Exhibit 188: Taiwan Semiconductor Manufacturing Co. Ltd. - Overview
• Exhibit 189: Taiwan Semiconductor Manufacturing Co. Ltd. - Product / Service
• Exhibit 190: Taiwan Semiconductor Manufacturing Co. Ltd. - Key offerings

13 Appendix

• 13.1 Scope of the report 

• 13.2 Inclusions and exclusions checklist
• Exhibit 191: Inclusions checklist
• Exhibit 192: Exclusions checklist

• 13.3 Currency conversion rates for US$ 
• Exhibit 193: Currency conversion rates for US$

• 13.4 Research methodology 
• Exhibit 194: Research methodology
• Exhibit 195: Validation techniques employed for market sizing
• Exhibit 196: Information sources

• 13.5 List of abbreviations 
• Exhibit 197: List of abbreviations

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