Data Science

What Hacker News says

1. max_Nov 2024
   It depends?

   1. Programming Philosophy?

   - The Unix Philosophy

   - 97 Things every programmer should know

   2. CS Fundamentals

   - The Elements of Computing Systems by Simon

   - Algorithms by Jeff Erickson

   3. Data Science

   - Programming Collective Intelligence by Toby Segaran

   - Deep Learning by Ian Goodfellow & Yoshua Bengio

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2. adityam582yNov 2022
   After trying out various courses, playlists to learn, I found clicks by reading these sources:

   Data Science https://www.goodreads.com/book/show/17912916-data-science-fo...

   https://www.goodreads.com/book/show/148009.The_Elements_of_S...

   German language https://smartergerman.com/

   Job Interview Prep https://www.goodreads.com/book/show/24263660-why-you

   A better sense of world funny read https://www.goodreads.com/book/show/944652.Poor_Charlie_s_Al...

   Searching a Mentor: find here https://www.goodreads.com/book/show/36200111-tribe-of-mentor...

   Writing (Academic and other types) https://www.goodreads.com/book/show/39874447-how-to-write-a-...

   Better finance mindset https://www.goodreads.com/book/show/78427.The_Total_Money_Ma...

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3. the_deciderJun 2021
   The following data science book also does a great job of balancing problem solving with underlying theory. https://www.manning.com/books/data-science-bookcamp And it starts with sample-space probability problems in Python, much like Peter’s tutorial.
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4. the_deciderMar 2021
   I don't think you need a bootcamp. Foundational DS concepts can be self-tough given the right resources (such as Manning's "Data Science Bookcamp" https://www.manning.com/books/data-science-bookcamp)
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5. taconFeb 2020
   Manning has an early access book in the works, "Data Science Bookcamp: 10 Python Projects"

   "...you'll test and build your knowledge of Python and learn to handle the kind of open-ended problems that professional data scientists work on daily."

   https://www.manning.com/books/data-science-bookcamp

   thread
6. the_deciderFeb 2020
   Data Science Bookcamp: 10 Python Projects

   https://www.manning.com/books/data-science-bookcamp

   thread