Arjun Srivastava's Library

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 Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Camille Fournier
Managing people is difficult wherever you work. But in the tech industry, where management is also a technical discipline, the learning curve can be brutal—especially when there are few tools, texts, and frameworks to help you. In this practical guid...

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,...