Global Deep Learning System Market 2016-2020

  • ID: 3972171
  • Report
  • Region: Global
  • 64 pages
  • TechNavio
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FEATURED COMPANIES

  • Affectiva
  • BVLC
  • Deep Genomics
  • Ditto Labs
  • Facebook
  • Indico
  • MORE
About Deep Learning System

Deep learning is a new area in machine learning research and focuses on artificial learning, the primary objective of machine learning. Deep learning deals with learning multiple levels of representation and abstraction that helps make sense of data such as images, sound, and text.

The analysts forecast the global deep learning system market to grow at a CAGR of 38.73% during the period 2016-2020.

Covered in this report
The report covers the present scenario and the growth prospects of the global deep learning system market for 2016-2020. To calculate the market size, the report provides a list of vendors and the detailed profiles of the major vendors in the global deep learning system market.

The market is divided into the following segments based on geography:
- Americas
- APAC
- EMEA

The report, Global Deep Learning System Market 2016-2020, 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
- Alphabet
- BVLC
- Facebook
- LISA lab
- Microsoft
- Nervana Systems

Other prominent vendors
- Affectiva
- Clarifai
- Deep Genomics
- Deep Instinct
- Ditto Labs
- Enlitic
- Gridspace
- Indico
- MarianaIQ
- MetaMind
- Ripjar

Market drivers
- Surging demand for more knowledge about decisions and processes.
- For a full, detailed list, view the full report

Market challenges
- Advances in learning process.
- For a full, detailed list, view the full report

Market trends
- Rising need for detecting new malware for cyber security.
- 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?

You can request one free hour of the analyst’s time when you purchase this market report. Details are provided within the report.
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FEATURED COMPANIES

  • Affectiva
  • BVLC
  • Deep Genomics
  • Ditto Labs
  • Facebook
  • Indico
  • MORE
Part 01: Executive summary
  • Highlights
  • Overview of revenue
Part 02: Scope of the report
  • Market overview
  • Market segmentation
  • Geographical information
  • Vendor selection
  • Summation errors
Part 03: Market research methodology
  • Research methodology
  • Economic indicators
Part 04: Introduction
  • Key market highlights
Part 05: Market landscape

Part 06: Market size and forecast

Part 07: Market segmentation by end-user
  • BFSI
  • Retail
  • Healthcare
  • Others
Part 08: Market segmentation by product
  • Hardware
  • Software and applications
  • Services
Part 09: Geographical segmentation

Part 10: Market drivers
  • Surging demand for more knowledge about decisions and processes
  • Growing need for improved human and system interaction
  • Increasing need for discovering useful insights from available information
  • Increased deployment of LTE wireless broadband
Part 11: Impact of drivers

Part 12: Market challenges
  • Advances in learning process
  • Application of cross-layers
  • Lack of experienced talent
Part 13: Impact of drivers and challenges

Part 14: Market trends
  • Rising need for detecting new malware for cyber security
  • Growing government investment in IoT
Part 15: Five forces model

Part 16: Vendor landscape
  • Competitive scenario
  • Top-vendor offerings
  • Vendor matrix
Part 17: Key vendor profiles
  • Vendor profiles
Part 18: Prominent vendors
  • Prominent deep learning frameworks and providers
  • Prominent deep learning software vendors
Part 19: Assumptions
  • Market assumptions
Part 20: Appendix
  • List of abbreviations
Part 21: About the Author

List of Exhibits
Exhibit 01: Overview of revenue 2015
Exhibit 02: Major countries covered in market analysis
Exhibit 03: Relationship between different sub-fields in AI
Exhibit 04: Conventional neural network architecture
Exhibit 05: Deep learning network architecture
Exhibit 06: Broad categories of deep learning architectures
Exhibit 07: Some examples of supervised and unsupervised/semi-supervised learning algorithms
Exhibit 08: Five critical dimensions for evolution of deep learning systems
Exhibit 09: Global deep learning system market 2015-2020 ($ millions)
Exhibit 10: Global deep learning system market by product 2015
Exhibit 11: Global deep learning system market by geography 2015 and 2020 (% share)
Exhibit 12: Global deep learning system market by geography 2015 and 2020 ($ millions)
Exhibit 13: Deep learning system market in Americas 2015-2020 ($ millions)
Exhibit 14: Deep learning system market in EMEA 2015-2020 ($ millions)
Exhibit 15: Deep learning system market in APAC 2015-2020 ($ millions)
Exhibit 16: Impact of drivers
Exhibit 17: Impact of drivers and challenges
Exhibit 18: Global investments in IoT
Exhibit 19: Five forces model
Exhibit 20: Products offerings
Exhibit 21: Vendor matrix by features
Exhibit 22: Vendor matrix by supported interface
Exhibit 23: Vendor matrix by speed
Exhibit 24: Alphabet: Products and features
Exhibit 25: BVLC: Products and features
Exhibit 26: Facebook: Products and features
Exhibit 27: LISA lab: Key products and features
Exhibit 28: Microsoft: Key products and features
Exhibit 29: Nervana Systems: Key products and features
Exhibit 30: Prominent deep learning frameworks and providers
Exhibit 31: Prominent vendors in global deep learning system market
Exhibit 32: Market assumptions
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FEATURED COMPANIES

  • Affectiva
  • BVLC
  • Deep Genomics
  • Ditto Labs
  • Facebook
  • Indico
  • MORE
New Report Released: – Global Deep Learning System Market 2016-2020

The author of the report recognizes the following companies as the key players in the global deep learning system market: Alphabet, BVLC, Facebook, LISA lab, Microsoft, and Nervana Systems.

Other prominent vendors in the market are: Affectiva, Clarifai, Deep Genomics, Deep Instinct, Ditto Labs, Enlitic, Gridspace, Indico, MarianaIQ, MetaMind, and Ripjar.

Commenting on the report, an analyst from the research team said: “One of latest trends in the market is rising need for detecting new malware for cyber security. The technology of deep learning is allowing the detection of malicious activity at the point of entry in real time. Deep learning has self-learning capability that provides faster processing and higher accuracy. Alike image recognition, in cyber security, most of new malware and threats are very small alterations of the existing ones. Only a few of them are new malware that are substantial mutations of current malicious threat. However, in spite of this fact, cyber security solutions are the most advanced ones that practice traditional machine learning and dynamic analysis. This machine learning has difficulty to detect new malware. The consequence is vulnerabilities that consent organizations to data theft, breaches, data corruption, and ransomware. Deep learning aids in resolving this problem.”

According to the report, one of the primary drivers in the market is surging demand for more knowledge about decisions and processes. Deep learning brings technology a step closer to humans by supporting them in decision-making in numerous areas of life and work. The integration of deep learning applications with self-learning IT systems within an organization helps in communicating with people and other computer systems in real time. It also aids in recollecting previous interactions that assist in drawing conclusions independently while rapidly processing large quantities of data from highly diverse sources. For instance, a learning system such as IBM Watson, which follows the process of understanding, learning, and evaluating, can read millions of text documents in seconds. These systems model human thought processes to a certain extent. Almost all industries benefit from the use of this technology, ranging from healthcare to finance or manufacturing to e-commerce.

Further, the report states that one major challenge in the market is advances in learning process. The research in deep learning has grown dramatically with significant progress. However, one of the important aspects of learning mechanisms is to understand if learning is supervised or unsupervised. Either technique is applied in a deep learning system. Hence, one of the initial challenges is to avoid wrong learning of the system right before making a feasible decision, especially in the autonomous or unsupervised learning process. The other issue with the process is to define the learning process concretely in the context of objectives and contributions of the system.

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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  • Alphabet
  • BVLC
  • Facebook
  • LISA lab
  • Microsoft
  • Nervana Systems
  • Affectiva
  • Clarifai
  • Deep Genomics
  • Deep Instinct
  • Ditto Labs
  • Enlitic
  • Gridspace
  • Indico
  • MarianaIQ
  • MetaMind
  • Ripjar
Note: Product cover images may vary from those shown
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