I wrote the first edition of Th oughtful Machine Learning out of frustration over my coworkers’ lack of discipline. Back in 2009 I was working on lots of machine learning projects and found that as soon as we introduced support vector machines,...
You’ve decided to tackle machine learning — because you’re job hunting, embarking on a new project, or just think self-driving cars are cool. But where to start? It’s easy to be intimidated, even as a software developer. The good news is...
This book attempts to simplify and present the concepts of deep learning in a very comprehensive manner, with suitable, full-fledged examples of neural network architectures, such as Recurrent Neural Networks (RNNs) and Sequence to Sequence...