01220nam a2200181Ia 4500008004100000020002300041041000800064082001500072100001200087245008700099260003600186300002900222504001000251520067000261650004000931650002800971650003900999240825s9999    xx            000 0 und d  a9789352139026qpbk  aeng  a006.3bWEI  aWeidman 0aDeep Learning From Scratch : Building With Python From First Principlesc/ Weidman  c2021aMumbaibShroff Publishers  axiv, 235p.bill;c23 cm.  aindex  aWith the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You'll start with deep learning basics and move quickly to the details of important advanced architectures, implementing everything from scratch along the way.Author Seth Weidman shows you how neural networks work using a first principles approach. You'll learn how to apply multilayer neural networks, convolutional neural networks, and recurrent neural networks from the ground up.  a Python (Computer program language)  aArtificial intelligence  aNeural networks (Computer science)