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Lucky's Bookshelf

About

My name is Bai Li. I am a machine learning engineer and PhD in natural language processing. I read a lot of books, mostly nonfiction (science, economics, history, etc), so that I can better understand the world that we live in. Over the past few years, I’ve read about one book per week; this site is a collection of my book notes.

This site is monetized with the Amazon Affiliates Program: I earn a small amount every time you make a purchase using these links. However, I give honest reviews and scores to my books. The scoring system is designed as follows:

  • <7: Didn’t enjoy it. Doesn’t mean the book is objectively bad (most of these books are highly rated on Amazon), it’s just a matter of personal taste.
  • 7-8: Decent book and I learned something from it, but probably has some flaws that prevented me from rating it higher. My average book gets a score of around 7.5/10.
  • 8-9: Very well written book that I would definitely recommend to anyone interested in the topic. Top 30% of books.
  • 9-10: Book that transformed my worldview in a significant way. I give scores above 9 very sparingly, top 5% of books.

Please subscribe to my mailing list (on the sidebar) to receive weekly book reviews!

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Subjects

  • Topics (340)
    • Arts and Music (20)
    • Business / Finance (38)
    • Canada (15)
    • China (20)
    • Current Events (10)
    • Data Science / ML (16)
    • Economics (16)
    • History (35)
    • Indigenous (9)
    • Linguistics (21)
    • Mathematics (11)
    • Medicine / Health (17)
    • Natural Sciences (25)
    • Philosophy (15)
    • Self-Help / Career (16)
    • Social Sciences (22)
    • Software Engineering (27)
    • Startups (17)
    • World (34)
  • Type (120)
    • Classics (19)
    • Novels / Fiction (44)
    • Textbooks (57)
  • Uncategorized (2)

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