The global deep learning market is anticipated to reach USD 28.83 Bn and expand at a CAGR of 48.4% during the forecast period of 2018-2023.
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In enterprise computing, deep learning is evolving into one of the most advanced technologies. Deep learning is a subset of machine learning in Artificial Intelligence (AI) that has networks capable of learning unsupervised, from data that is unstructured or unlabeled.
By offering expert assistance, it would be able to assist humans in extending their capabilities. Organizations are using deep learning networks to get valuable insights from huge amount of data. This is done to provide innovative products and better improved customer experiences, thereby raising revenue opportunities for the market.
Deep learning techniques are used to develop new technologies such as natural language processing and visual data mining, to enhance product offerings. The growing need for deep learning in database systems, fraud detection and cyber security, is driving the growth process of data mining applications in the deep learning market. The market is classified into three primary segments based on solution, application and end user.
Based on solution: Hardware, software and services
Based on application: Image recognition, signal recognition, data mining, and others
Based on end user: Healthcare, BFSI, aerospace and defense, automotive, retail and media and entertainment and others (manufacturing, oil, gas and energy)
On the basis of regions, the market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East and Africa.
Key growth factors
Deep learning offers faster and better memory utilization in comparison to traditional computing systems. Rising usage of deep learning technology among various industries such as automotive, advertisement, medical fuel the growth of the market. Robust research and development for the expansion of better processing hardware for deep learning, growing necessity for hardware platforms with high computing power to execute deep learning algorithms are key driving factors of deep learning market. Increasing acceptance of cloud based technology, high usage of deep learning in big data analytics, and rising applicability in healthcare and autonomous vehicles are accelerating growth.
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Threats and key players
Deep learning requires high-performance hardware, which is not easily available. Greater complexities in hardware owing to complex algorithm in deep learning technology, can hamper the growth of the market. Many organizations prefer the traditional route over hyper parameter optimization, thereby restricting the revenue growth of the deep learning market.
Some of the prominent competitors in deep learning market are Google Inc., Microsoft Corporation, Qualcomm Technologies, Inc., IBM Corporation, Intel Corporation, General Vision Inc. and NVIDIA Corporation, etc.
Whats covered in the report?
1. Overview of the global deep learning market.
2. Market drivers and challenges of the global deep learning market.
3. Market trends in global deep learning market.
4. Historical, current and forecasted market size data for the segment based on solution.
5. Historical, current and forecasted market size data for the segment based on application.
6. Historical, current and forecasted market size data for the segment based on end user.
7. Historical, current and forecasted regional (North America, Europe, Asia-Pacific, Latin America, the Middle East & Africa) market size data for the deep learning market.
8. Historical, current and forecasted market size data for region-wise segments.
9. Analysis of company profiles of major competitors operating in the market.
1. Understand the demand for deep learning to determine the viability of the market
2. Determine the developed and emerging markets of deep learning
3. Identify the challenge areas and address them
4. Develop strategies based on the drivers, trends and highlights for each of the segments
5. Evaluate the value chain to determine the workflow and to get an idea of the current position where you are placed
6. Recognize the key competitors of this market and respond accordingly
7. Knowledge of the initiatives and growth strategies taken by the major companies and decide the direction of further growth
8. Define the competitive positioning by comparing the products and services with the key players in the market
9. Recognize the extent and nature of the start-ups providing deep learning solutions
The report further discusses the market opportunity, compound annual growth rate (CAGR) growth rate, competition, new technology innovations, market players analysis, government guidelines, export and import (EXIM) analysis, historical revenues, future forecasts etc. in the following regions and/or countries:
North America (U.S. & Canada) Market Size, Y-O-Y Growth, Market Players Analysis & Opportunity Outlook
Latin America (Brazil, Mexico, Argentina, Rest of Latin America) Market Size, Y-O-Y Growth & Market Players Analysis & Opportunity Outlook
Europe (U.K., Germany, France, Italy, Spain, Hungary, Belgium, Netherlands & Luxembourg, NORDIC(Finland, Sweden, Norway, Denmark), Ireland, Switzerland, Austria, Poland, Turkey, Russia, Rest of Europe), Poland, Turkey, Russia, Rest of Europe) Market Size, Y-O-Y Growth Market Players Analys & Opportunity Outlook
Asia-Pacific (China, India, Japan, South Korea, Singapore, Indonesia, Malaysia, Australia, New Zealand, Rest of Asia-Pacific) Market Size, Y-O-Y Growth & Market Players Analysis & Opportunity Outlook
Middle East and Africa (Israel, GCC (Saudi Arabia, UAE, Bahrain, Kuwait, Qatar, Oman), North Africa, South Africa, Rest of Middle East and Africa) Market Size, Y-O-Y Growth Market Players Analysis & Opportunity Outlook
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COVID-19 - Next Thoughts: In this piece, we have shared key data and numbers that shine a spotlight on the current scale of the crisis and the economic fallout. A combination of factors, including COVID-19 containment situation, end-use market recovery & Recovery Timeline of 2020/ 2021
Under COVID-19 Outbreak Impact Analysis:
We analyzed industry trends in the context of COVID-19. We analyzed the impact of COVID-19 on the product industry chain based on the upstream and downstream markets. We analyze the impact of COVID-19 on various regions and major countries.
The impact of COVID-19 on the future development of the industry is pointed out.
Study Explore :
- Market Behavior/ Level of Risk and Opportunity
- End Industry Behavior/ Opportunity Assessment
- Expected Industry Recovery Timeline
Geographical Breakdown:The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the impact and recovery path of Covid 19 for all regions, key developed countries and major emerging markets.
Countries:Argentina, Australia, Austria, Belgium, Brazil, Canada, Chile, China, Colombia, Czech Republic, Denmark, Egypt, Finland, France, Germany, Hong Kong, India, Indonesia, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Nigeria, Norway, Peru, Philippines, Poland, Portugal, Romania, Russia, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Sweden, Switzerland, Thailand, Turkey, UAE, UK, USA, Venezuela, Vietnam
In-Depth Qualitative COVID 19 Outbreak Impact Analysis Include Identification And Investigation Of The Following Aspects:Market Structure, Growth Drivers, Restraints and Challenges, Emerging Product Trends & Market Opportunities, Porter's Fiver Forces. The report also inspects the financial standing of the leading companies, which includes gross profit, revenue generation, sales volume, sales revenue, manufacturing cost, individual growth rate, and other financial ratios. The report basically gives information about the Market trends, growth factors, limitations, opportunities, challenges, future forecasts, and details about all the key market players.
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Key questions answered:Study ExploreCOVID 19 Outbreak Impact Analysis
The study objectives of this report are:
- To study and analyze the global market size (value & volume) by company, key regions/countries, products and application, history data, and forecast to 2025.
- To understand the structure of market by identifying its various subsegments.
- To share detailed information about the key factors influencing the growth of the market (growth potential, opportunities, drivers, industry-specific challenges and risks).
- Focuses on the key global manufacturers, to define, describe and analyze the sales volume, value, market share, market competition landscape, SWOT analysis and development plans in next few years.
- To analyze the growth trends, future prospects, and their contribution to the total market.
- To project the value and volume of submarkets, with respect to key regions (along with their respective key countries).
- To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
- To strategically profile the key players and comprehensively analyze their growth strategies.
The Study ExploreCOVID 19 Outbreak Impact Analysis
- What should be entry strategies, countermeasures to economic impact, and marketing channels?
- What are market dynamics?
- What are challenges and opportunities?
- What is economic impact on market?
- What is current market status? What's market competition in this industry, both company, and country wise? What's market analysis by taking applications and types in consideration?
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Key Points Covered in Deep Learning Market Report:
Chapter 1, About Executive Summary to describe Definition, Specifications and Classification of Wealth Management Software market, Applications, Market Segment by Regions North America, Europe or Asia;
Chapter 2, objective of the study.
Chapter 3, to display Research methodology and techniques.
Chapter 4 and 5, to show the Overall Market Analysis, segmentation analysis, characteristics;
Chapter 6 and 7, to show the Market size, share and forecast; Five forces analysis (bargaining Power of buyers/suppliers), Threats to new entrants and market condition;
Chapter 8 and 9, to show analysis by regional segmentation, comparison, leading countries and opportunities; Regional Marketing Type Analysis, Supply Chain Analysis
Chapter 10, focus on identifying the key industry influencer's, overview of decision framework accumulated through Industry experts and strategic decision makers;
Chapter 11 and 12, Market Trend Analysis, Drivers, Challenges by consumer behavior, Marketing Channels and demand & supply.
Chapter 13 and 14, describe about the vendor landscape (classification and Market Positioning)
Chapter 15, deals with Wealth Management Software Market sales channel, distributors, traders, dealers, Research Findings and Conclusion, appendix and data source.
........and view more in complete table of Contents
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