Deep Learning Market in the US 2017-2021 - Product Image

Deep Learning Market in the US 2017-2021

  • ID: 4376195
  • Report
  • Region: United States
  • 75 pages
  • TechNavio
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FEATURED COMPANIES

  • Amazon Web Services
  • Google
  • IBM
  • Intel
  • Microsoft
  • NVIDIA
  • MORE
About Deep Learning

Deep learning is an advanced algorithm that possesses the ability to study large chunks of relevant data to derive meaningful patterns that assist cognitive decision- making. This technology is preferred over machine learning as it enables the user to analyze large data sets. Deep learning algorithms can assess complicated data sets using matrix multiplication. Although machine learning and deep learning algorithms are overlapping subsets of artificial intelligence (AI), the difference lies in the size of input data.

The analysts forecast the deep learning market in the US to grow at a CAGR of 57.29% during the period 2017-2021.

Covered in this report
The report covers the present scenario and the growth prospects of the deep learning market in the US for 2017-2021. To calculate the market size, the report considers technology/software installations and related services carried out for deep learning algorithms in process and discrete industries.

The report, Deep Learning Market in the US 2017-2021, has been prepared based on an in-depth market analysis with inputs from industry experts. The report covers the market landscape and its growth prospects over the coming years. The report also includes a discussion of the Key vendors operating in this market.

Key vendors
  • Amazon Web Services
  • Google
  • IBM
  • Intel
Other prominent vendors
  • Microsoft
  • NVIDIA
  • OMRON
  • Qualcomm Technologies
Market drivers
  • Enabling condition monitoring in industries
  • For a full, detailed list, view the full report
Market challenges
  • Technical difficulties encountered
  • For a full, detailed list, view the full report
Market trends
  • Advances in deep learning
  • For a full, detailed list, view the full report
Key questions answered in this report
  • What will the market size be in 2020 and what will the growth rate be?
  • What are the key market trends?
  • What is driving this market?
  • What are the challenges to market growth?
  • Who are the key vendors in this market space?
  • What are the market opportunities and threats faced by the key vendors?
  • What are the strengths and weaknesses of the key vendors?
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2 of 5

FEATURED COMPANIES

  • Amazon Web Services
  • Google
  • IBM
  • Intel
  • Microsoft
  • NVIDIA
  • MORE
PART 01:Executive summary

PART 02: Scope of the report

PART 03: Research Methodology

PART 04: Introduction
Market outline

PART 05: Market landscape
Market overview
Market size and forecast
Five forces analysis

PART 06: Market segmentation by application
Market overview
Deep learning market in the US by image recognition
Deep learning market in the US by signal recognition
Deep learning market in the US by data mining

PART 07: Market segmentation by end-user
Market overview
Deep learning market in the US in process industries
Deep learning market in the US in discrete industries

PART 08: Decision framework

PART 09: Drivers and challenges
Market drivers
Market challenges

PART 10: Market trends
Advances in deep learning
Reinforcement learning
Reliance on meta learning
Combating security threats using AI

PART 11: Vendor landscape
Competition overview
Other prominent vendors

PART 12: Key vendor analysis
Amazon Web Services
Google
IBM
Intel
Key takeaways

PART 13: Appendix
List of abbreviations

List of Exhibits
Exhibit 01: Benefits of deep learning in industrial process/manufacturing
Exhibit 02: Applications of deep learning in industrial process/manufacturing
Exhibit 03: Practical applications of deep learning in industries
Exhibit 04: Segmentation of deep learning market in the US
Exhibit 05: Key stakeholders in the market
Exhibit 06: Cost-benefit analysis
Exhibit 07: Deep learning market in the US 2016-2021 ($ millions)
Exhibit 08: Five forces analysis
Exhibit 09: Deep learning market in the US by application 2016 and 2021 (% revenue share)
Exhibit 10: Incremental growth contribution by individual applications (revenue and % share)
Exhibit 11: Deep learning market in the US by image recognition 2016-2021 ($ millions)
Exhibit 12: Blockchain diagram explaining image recognition using deep learning
Exhibit 13: Applications of image recognition in an industrial set-up
Exhibit 14: Deep learning market in the US by signal recognition 2016-2021 ($ millions)
Exhibit 15: Applications included under signal recognition
Exhibit 16: Deep learning market in the US by data mining 2016-2021 ($ millions)
Exhibit 17: Applications included under data mining
Exhibit 18: Benefits of data mining in industries
Exhibit 19: Deep learning market in the US by end-user
Exhibit 20: Deep learning market in the US by end-user 2016 and 2021 (% revenue share)
Exhibit 21: Incremental growth contribution by end-user (revenue and % share)
Exhibit 22: Deep learning market in the US in process industries 2016-2021 ($ millions)
Exhibit 23: Applications of deep learning in oil and gas industry
Exhibit 24: Deep learning market in the US in discrete industries 2016-2021 ($ millions)
Exhibit 25: Process improvement through implementation of deep learning technology
Exhibit 26: Condition monitoring and predictive analytical ability of deep learning technology
Exhibit 27: US based start-ups offering AI technology
Exhibit 28: Impact of competitors on deep learning market in US
Exhibit 29: Other prominent vendors
Exhibit 30: List of start-ups in deep learning market in the US
Exhibit 31: Research areas under Google Brain
Exhibit 32: Critical areas of business growth
Exhibit 33: Deep learning frameworks incorporated
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FEATURED COMPANIES

  • Amazon Web Services
  • Google
  • IBM
  • Intel
  • Microsoft
  • NVIDIA
  • MORE
New Report Released: – Deep Learning Market in the US 2017-2021

The author of the report recognizes the following companies as the key players in the deep learning market in the US: Amazon Web Services, Google, IBM, and Intel.

Other Prominent Vendors in the market are: Microsoft, NVIDIA, OMRON, and Qualcomm Technologies.

Commenting on the report, an analyst from the research team said: “One trend in the market is advances in deep learning. With industries harnessing deep learning technology to optimize operations and make real-time decisions, modular capabilities in deep learning will aid visual design, configuration, and training new models obtained from pre-existent building blocks. A major structural change will emerge as a result, known as transfer learning, which will enable experiential solving of similar cases.”

According to the report, one driver in the market is enabling condition monitoring in industries. Deep learning facilitates condition monitoring to map the overall equipment effectiveness (OEE) across plant level to generate real-time data regarding assets deployed on the shop floor. Post implementation of deep learning in industries, end-users can leverage technology as a medium to gain knowledge regarding the productivity and machine condition. It has been observed that the overall equipment effectiveness across industries with deep learning technology increased from 65% to 85% with an average improvement of 17-20% across all industries.

Further, the report states that one challenge in the market is technical difficulties encountered. Deep learning technology, which deploys artificial neural networks to make real-time decisions, requires voluminous data to form a knowledge base in order to interpret the behavior of data set. However, carrying out the data acquisition is an arduous task and is also considered unethical. In addition, most of the companies specializing in deep learning technology and AI are small- to mid-sized start-ups. These companies are rated high on their technical capability but lack sufficient funds to gather massive chunk of data.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to a SWOT analysis of the key vendors.
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  • Amazon Web Services
  • Google
  • IBM
  • Intel
  • Microsoft
  • NVIDIA
  • OMRON
  • Qualcomm Technologies
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