000			01809nam a22002057a 4500
005			20240210170034.0
008			240210b |||||||| |||| 00| 0 eng d
020			_a9789355510471
082			_a006.31 _bSIL
100			_aSilaparasetty, Mohan Kumar _914222
245			_aBeginning with deep learning using TensorFlow: _ba beginner’s guide to TensorFlow and Keras for practicing deep learning principles and applications
260			_bBPB Publications _aNew Delhi _c2023
300			_axiv, 271 p.
365			_aINR _b799.00
520			_aThis book begins with the configuration of an Anaconda development environment, essential for practicing the deep learning process. The basics of machine learning, which are needed for Deep Learning, are explained in this book. TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them. After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP. (https://in.bpbonline.com/products/beginning-with-deep-learning-using-tensorflow?_pos=1&_sid=69a799ec4&_ss=r)
650			_aDeep learning _915633
650			_aConvolutional neural networks _915634
650			_aNatural language processing _915107
942			_cBK _2ddc
999			_c5962 _d5962