TY - BOOK AU - Buduma,Nikhil AU - Locascio,Nicholas TI - Fundamentals of deep learning SN - 9781491925614 U1 - 006.31 PY - 2017/// CY - Mumbai PB - Shroff Publishers KW - Artificial intelligence KW - Machine learning KW - Neural networks (Computer science) KW - Deep learning KW - Maschinelles Lernen N1 - Originally published in Sebastopol, CA. by O'Reilly Media; The neural network -- Training feed-forward neural networks -- Implementing neural networks in TensorFlow -- Beyond gradient descent -- Convolutional neural networks -- Embedding and representation learning -- Models for sequence analysis -- Memory augmented neural networks -- Deep reinforcement learning N2 - In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field. If you're familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started ER -