Reading List

11 minute read

Published:

Some books I enjoyed reading.

Technical

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications by Chip Huyen

Dive into Deep Learning by by Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

Deep Learning by Ian Goodfellow, Yoshua Bingio, and Aaron Courville

Computer Systems: A Programmer’s Perspective by David R. O’Hallaron Randal E. Bryant

Cracking the PM Interview: How to Land a Product Manager Job in Technology (Cracking the Interview & Career) by Gayle Laakmann McDowell and Jackie Bavaro

Ace the Data Science Interview by Nick Singh and Kevin Huo

Transformers for Natural Language Processing by Denis Rothman

Naked Statistics: Stripping the Dread from the Data by Charles Wheelan

Machine Learning System Design Interview by Ali Aminian and Alex Xu

Chip War: The Fight for the World’s Most Critical Technology by Chris Miller

Biography

A Woman Makes a Plan: Advice for a Lifetime of Adventure, Beauty, and Success by Maye Musk

Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future by Ashlee Vance

When Breath Becomes Air by Paul Kalanithi (Author), Abraham Verghese (Foreword)

Self-help

The Making of a Manager: What to Do When Everyone Looks to You by Julie Zhou

Lean In: Women, Work, and the Will to Lead by Sheryl Sandberg

Principles: Life and Work by Ray Dalio

The Subtle Art Of Not Giving a Fck by Mark Manson

Nice Girls Don’t Get the Corner Office: Unconscious Mistakes Women Make That Sabotage Their Careers (A NICE GIRLS Book) by Lois P. Frankel PhD

Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones by James Clear

Digital Minimalism: Choosing a Focused Life in a Noisy World by Cal Newport

How to Win Friends & Influence People by Dale Carnegie

How to Stop Worrying and Start Living by Dale Carnegie

The Fine Art of Small Talk: How to Start a Conversation, Keep It Going, Build Networking Skills – and Leave a Positive Impression! by Debra Fine

The First 90 Days: Proven Strategies for Getting Up to Speed Faster and Smarter by Michael D. Watkins

How to Not Die Alone: The Surprising Science That Will Help You Find Love by Logan Ury

Miscellaneous

Steal Like an Artist: 10 Things Nobody Told You About Being Creative by Austin Kleon

Keep Going: 10 Ways to Stay Creative in Good Times and Bad by Austin Kleon

开场: 女性学者访谈

Personal Finance

You Are a Badass at Making Money: Master the Mindset of Wealth by Jen Sincero

The Psychology of Money by Morgan Housel

Rich Dad Poor Dad: What the Rich Teach Their Kids About Money That the Poor and Middle Class Do Not! by Robert T. Kiyosaki

The Simple Path to Wealth: Your road map to financial independence and a rich, free life by J.L. Collins (Author), Mr. Money Mustache (Foreword)

One Up On Wall Street: How To Use What You Already Know To Make Money In The Market by Peter Lynch

Freakonomics [Revised and Expanded]: A Rogue Economist Explores the Hidden Side of Everything by Steven D. Levitt and Stephen J. Dubner

To be continued as time goes on…