According to the latest report by IMARC Group, titled “Global Deep Learning Market Research: Industry Trends, Share, Size, Growth, Opportunity and Forecast 2020-2025,” the global deep learning market size is expanding at a robust rate. Deep learning is a subset of machine learning (ML) in the field of artificial intelligence (AI), which imitates the workings of the human brain for processing big data and creating patterns. Also known as a deep neural network, it plays a vital role in data science, which includes statistics and predictive modeling. As a result, deep learning is widely employed in different industries, such as media, finance, medical, aerospace, defense and advertising, across the globe. For instance, it is used in driverless cars for recognizing a stop sign or distinguishing pedestrians from lampposts. Besides this, it assists in controlling consumer devices like tablets, smartphones, televisions and hands-free speakers.
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Global Deep Learning Market Trends:
The market is currently experiencing growth owing to the expanding applications of deep learning solutions in cybersecurity, database management and fraud detection systems. Additionally, they are employed in the healthcare sector to process medical images for disease diagnosis and offer virtual patient assistance, which in turn is strengthening the market growth. Apart from this, the burgeoning information technology (IT) sector, in confluence with the increasing trend of digitalization, is boosting the sales of deep learning solutions across the globe. Furthermore, the integration of these solutions with big data analytics and cloud computing is bolstering the market growth. Moreover, leading vendors in the industry are focusing on increasing research and development (R&D) activities to introduce improved hardware and software processing technologies for deep learning. Looking forward, the market value is projected to expand at a CAGR of around 30% during the forecast period (2020-2025).
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Insights on Market Segmentation:
Market Breakup by Product Type:
Based on the product type, the market has been segmented into software, services and hardware segments.
Market Breakup by Application:
1. Image Recognition
2. Signal Recognition
3. Data Mining
On the basis of the application, the market has been segregated into image recognition, signal recognition, data mining and others.
Market Breakup by End-Use Industry:
The market has been analyzed on the basis of the end use industry into security, manufacturing, retail, automotive, healthcare, agriculture and others.
Market Breakup by Architecture:
Based on the architecture, the market has been divided into RNN, CNN, DBN, DSN and GRU.
Market Breakup by Region:
1. Asia Pacific
3. North America
4. Middle East and Africa
5. Latin America
Region-wise, the market has been classified into Middle East and Africa; North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia and others); Europe (the United Kingdom, Germany, France, Italy, Spain, Russia and others); and Latin America (Brazil, Mexico and others).
The competitive landscape of the market has been examined, with some of the key players being Amazon Web Services (Amazon.com Inc.), Google LLC, International Business Machines (IBM) Corporation, Intel Corporation, Micron Technology, Inc., Microsoft Corporation, Nvidia Corporation, Qualcomm Incorporated, Samsung Electronics Co. Ltd., Sensory Inc., Pathmind, Inc., and Xilinx, Inc.
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