Fastai is an easy-to-use deep learning framework built on top of PyTorch that lets you rapidly create complete deep learning solutions with as few as 10 lines of code. Both predominant low-level deep learning frameworks, TensorFlow and PyTorch, require a lot of code, even for st…
With continuously evolving research and development, Generative Adversarial Networks (GANs) are the next big thing in the field of deep learning. This book highlights the key improvements in GANs over generative models and guides in making the best out of GANs with the help of h…
Deep Learning with TensorFlow 2 and Keras, Second Edition teaches neural networks and deep learning techniques alongside TensorFlow (TF) and Keras. Youâ#x80;#x99;ll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack a…
Machine learning is transforming the way we understand and interact with the world around us. This book is the perfect guide for you to put your knowledge and skills into practice and use the Python ecosystem to cover key domains in machine learning. This second edition covers a…
Machine Learning With Go, Second edition develops the reader to build productive, innovative machine learning systems by leveraging Go and its popular machine learning packages. You will learn regression, classification, clustering, use of neural networks in predictive models an…
The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This thoroughly revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learnin…
This book will be a perfect companion if you want to build insightful projects from leading AI domains using Python. The book covers detailed implementation of projects from all the core disciplines of AI. We start by covering the basics of how to create smart systems using mach…
In order to build robust deep learning systems, youâ#x80;#x99;ll need to understand everything from how neural networks work to training CNN models. In this book, youâ#x80;#x99;ll discover newly developed deep learning models, methodologies used in the domain, and their implemen…
