Deep Learning Market will gain momentum over the next six years with the increasing adoption of the technology across several industries including IT & telecom, retail, and hospitality to improve customer-centric services. The database of the customers is available to various platforms, which are used by the companies to extract valuable information about the customer. This information is used by the companies to study the purchasing habits, power, and pattern of the customers so that the company can offer personalized services to the customers such as special gifts for loyal customers, discounts for elite customers, and others.
The U.S. deep learning market will grow significantly due to the adoption of the technology in the defense sector. The country ranks the highest in the defense expenditure across the world, making it a prominent player in the deep learning market with analytics being widely used in the defense to optimize the resources. The growing adoption of big data analytics, high economic growth, and penetration of smart devices will help the growth of the U.S. deep learning market.
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The deep learning market caters to requirements from several applications of engineering and science such as image classifications, learning methods in language processing, and voice recognition. The valuable information extracted from the big data by using the technology is used in various industry verticals such as national intelligence, fraud detection, cybersecurity, and medical informatics, amongst others. Additionally, the technology is used in big data analytics for decision making and prediction purposes. Siri by Apple is a prime example of usage of the technology in the voice recognition system.
Deep Learning Market size is anticipated to grow due to the increasing adoption of the cloud-based technology. Customers are using cloud computing for the technology, which permits large datasets to be easily managed and ingested to train algorithms. Adoption of the cloud allows the companies to enable efficient scaling of the technology at low costs and processing power. This technology on the cloud allows customers to design and develop learning applications faster. Several advantages of cloud services, such as speed, scalability, and flexibility, will drive the deep learning market.
One of the factors restraining the deep learning market growth is the access to the personal data of companies. Companies collect a large amount of personal data from systems and use that data for analysis purposes and the data can be misused by the companies. Customers blindly trust companies while providing the data, making it a large concern for the deep learning market. Furthermore, these data repositories are highly vulnerable to hacking and data breaches, hampering the deep learning market growth.
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