This free book will teach you the core concepts behind neural networks and deep learning. Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. -
This book is oriented to engineers with only some basic understanding of Machine Learning who want to expand their wisdom in the exciting world of Deep Learning with a hands-on approach that uses TensorFlow. 5. Neural Networks and Deep Learning By Michael Nielsen This book teaches you about Neu...
第二门课 改善深层神经网络:超参数调试、正则化以及优化(Improving Deep Neural Networks:Hyperparameter tuning, Regularization and Optimization) 第一周:深度学习的实用层面(Practical aspects of Deep Learning) 1.1 训练,验证,测试集(Train / Dev / Test sets) 1.2 偏差,方差(Bias /Variance) 1.3 机器学习基础(...
Deep Learningby Ian Goodfellow, Yoshua Bengio, and Aaron Courville A definitive book on deep learning that covers both the theory and practical applications, suitable for beginners and experienced practitioners. Neural Networks and Deep Learning: A Textbookby Charu C. Aggarwal ...
Best Deep Learning Books 2023 Deep Learning (Adaptive Computation and Machine Learning series) Learn More on Amazon.com Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts,... Learn More on Amazon.com Neural Networks and Deep Learning: A Textbook ...
Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning. ...
This is a current book on Artificial Neural Networks and Applications, bringing recent advances in the area to the reader interested in this always-evolving machine learning technique. It contains chapters on basic concepts of artificial neural networks,
第一门课 神经网络和深度学习(Neural Networks and Deep Learning) 第一周:深度学习引言(Introduction to Deep Learning) 1.1 欢迎(Welcome) 1.2 什么是神经网络?(What is a Neural Network) 1.3 神经网络的监督学习(Supervised Learning with Neural Networks) 1.4 为什么神经网络会流行?(Why is Deep Learning taki...
Neural networks Support vector machines Data Science: Deep Learning in Python Statistics for Data Science, Data and Business Analysis Learn More on Udemy.com In this course, you will build SEVERAL hands-on systems using natural language processing, or NLP – the branch of machine learning and...
Neural Networks and Deep Learning Michael Nielsen, 2015 Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you concepts behind neural networks and deep learning. ...