Original PDF Ebook – Deep Learning Essentials1st EditionYour hands-on guide to the fundamentals of deep learning and neural network modeling – 9781785880360

Original PDF Ebook – Deep Learning Essentials1st EditionYour hands-on guide to the fundamentals of deep learning and neural network modeling – 9781785880360

Get to grips with the essentials of deep learning by leveraging the power of Python_x000D_
About This Book_x000D_
Your one-stop solution to get started with the essentials of deep learning and neural network modeling_x000D_
Train different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and more_x000D_
Covers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deploying and optimizing your deep learning models in the best possible manner_x000D_
Who This Book Is For_x000D_
Aspiring data scientists and machine learning experts who have limited or no exposure to deep learning will find this book to be very useful. If you are looking for a resource that gets you up and running with the fundamentals of deep learning and neural networks, this book is for you. As the models in the book are trained using the popular Python-based libraries such as Tensorflow and Keras, it would be useful to have sound programming knowledge of Python._x000D_
What You Will Learn_x000D_
Get to grips with the core concepts of deep learning and neural networks_x000D_
Set up deep learning library such as TensorFlow_x000D_
Fine-tune your deep learning models for NLP and Computer Vision applications_x000D_
Unify different information sources, such as images, text, and speech through deep learning_x000D_
Optimize and fine-tune your deep learning models for better performance_x000D_
Train a deep reinforcement learning model that plays a game better than humans_x000D_
Learn how to make your models get the best out of your GPU or CPU