40 Algorithms Every Programmer Should Know -

Solve classic computer science problems from fundamental algorithms, such as sorting and searching, to modern algorithms in machine learning and cryptography Key Features * More emphasis on modern deep learning techniques, including LSTMs, GRUs, and RNNs * Newer topics include how to handle hidden bias in data and the explainability of the algorithms * Explore different programming algorithms and choose the right data structures for their optimal implementation Book Description Beyond traditional computing, the ability to use algorithms to solve real-world problems is an important skill that any developer or programmer must have. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world by understanding how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, such as searching and sorting, with the help