Deep Learning for Genomics

Preface

Deep learning is the subset of machine learning based on artificial neural networks with representative learning using vast amounts of data. Machine learning is a subcomponent of artificial intelligence, which includes sophisticated algorithms that enable machines to mimic human intelligence to perform human tasks automatically. Both deep learning and machine learning help automatically detect meaningful patterns from data without explicit programming. Machine learning and deep learning have completely changed the way that we live these days. We rely on these so much that it’s hard to imagine a day without using any of these in some way or another, whether it is via the spam filtering of emails, product recommendations, or speech recognition. ...