Arjun Srivastava's Library
home

Arjun Srivastava's Library

Deep Learning for Coders With Fastai and PyTorch
Jeremy Howard and Sylvain Gugger
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, smal...
Machine Learning With R, the Tidyverse, and Mlr
Hefin I. Rhys
Summary Machine learning (ML) is a collection of programming techniques for discovering relationships in data. With ML algorithms, you can cluster and classify data for tasks like making recommendations or fraud detection and make predictions for sa...
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Pedro Domingos
"Wonderfully erudite, humorous, and easy to read." --KDNuggetsIn the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want,...