Deep Learning with Big Data: An Emerging Trend
Kumari Seema Rani, Madhu Kumari, V. B. Singh, Meera Sharma · 2019
Big data is an emerging trend of information technology. Large amount of data are growing very fast these days. To handle this huge amount of data, we need a technology which can extract the complex representation of data. Several approaches exist nowadays; one of the latest paradigm is deep learning. To excerpt difficult representation automatically, deep learning algorithms are used widely for unsupervised data. To resolve an extremely complex problem we used deep learning algorithm which is inspired by field of Artificial intelligence, whose goal is match human brain's potential to perceive, evaluate, grasp and decision making. The real motivation of the deep learning algorithm is to handle complex problem effectively. The unsupervised data representation is directly extracted without the participation of human. The main goal of deep learning is to make a machine which is independent of human intervention. It generates some patterns and their relationship, the algorithms perform an effective task based on that data.