Reading List

Energy

Energy Transitions: History, Requirements, Prospects - Vaclav Smil

Energy Myths and Realities: Bringing Science to the Energy Policy Debate - Vaclav Smil

The Prize: The Epic Quest for Oil, Money & Power - Daniel Yergin

Data Science

Agile Data Science 2.0 - Russel Jurney

Data Science from Scratch: First Principles with Python (Second Edition) - Joel Grus

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython (Second Edition) - Wes McKinney

Machine Learning

Deep Learning - Ian Goodfellow and Yoshua Bengio and Aaron Courville

Reinforcement Learning: An Introduction (Second Edition) - Richard S. Sutton and Andrew G. Barto

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow (Second Edition) - Aurélien Géron

Computing

Algorithms to Live By: The Computer Science of Human Decisions - Brian Christian and Tom Griffiths

Business

Business Adventures: Twelve Classic Tales from the World of Wall Street - John Brooks

Principles: Life and Work - Ray Dalio

The Hard Thing About Hard Things: Building a Business When There Are No Easy Answers - Ben Horowitz

The Outsiders: Eight Unconventional CEOs and Their Radically Rational Blueprint for Success - William N. Thorndike

Purple Cow: Transform Your Business by Being Remarkable - Seth Godin

Anything You Want: 40 Lessons for a New Kind of Entrepreneur - Derek Sivers

Hackers & Painters: Big Ideas from the Computer Age - Paul Graham

Founders at Work: Stories of Startups’ Early Days - Jessica Livingston

Getting Real: The Smarter, Faster, Easier Way to Build a Successful Web Application - Jason Fried

In Search of Excellence - Tom Peters and Robert H. Waterman, Jr.