Hacker News Books

40,000 HackerNews book recommendations identified using NLP and deep learning

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Ecology of the Planted Aquarium: A Practical Manual and Scientific Treatise for the Home Aquarist

Diana Walstad

4.7 on Amazon

4 HN comments

What the Dog Saw: And Other Adventures

Malcolm Gladwell and Hachette Audio

4.5 on Amazon

4 HN comments

Reinventing Your Life: The Breakthrough Program to End Negative Behavior and Feel Great Again

Jeffrey E. Young , Janet S. Klosko , et al.

4.6 on Amazon

4 HN comments

Entangled Life: How Fungi Make Our Worlds, Change Our Minds & Shape Our Futures

Merlin Sheldrake

4.8 on Amazon

4 HN comments

The Conversation: How Seeking and Speaking the Truth About Racism Can Radically Transform Individuals and Organizations

Robert Livingston

4.7 on Amazon

4 HN comments

The Upside of Stress: Why Stress Is Good for You, and How to Get Good at It

Kelly McGonigal

4.6 on Amazon

4 HN comments

Python Data Science Handbook: Essential Tools for Working with Data

Jake VanderPlas

4.6 on Amazon

4 HN comments

The House of the Scorpion

Nancy Farmer

4.6 on Amazon

4 HN comments

Operation Paperclip: The Secret Intelligence Program that Brought Nazi Scientists to America

Annie Jacobsen and Hachette Audio

4.7 on Amazon

4 HN comments

Proofs: A Long-Form Mathematics Textbook (The Long-Form Math Textbook Series)

Jay Cummings

4.7 on Amazon

4 HN comments

UFOs: Generals, Pilots, and Government Officials Go on the Record

Leslie Kean and John Podesta

4.5 on Amazon

3 HN comments

False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet

Bjorn Lomborg

4.6 on Amazon

3 HN comments

How To Brew: Everything You Need to Know to Brew Great Beer Every Time

John J. Palmer

4.8 on Amazon

3 HN comments

Thinking Mathematically: Integrating Arithmetic & Algebra in Elementary School

Thomas P Carpenter , Megan Loef Franke, et al.

4.7 on Amazon

3 HN comments

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Foster Provost and Tom Fawcett

4.4 on Amazon

3 HN comments

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schnirzonNov 22, 2016

BDA3 is an amazing book, can definitely recommend it as well.

From a business perspective, I personally found Data Science for Business to be surprisingly useful.

lastofusonDec 21, 2017

For anyone looking for a DS primer, I have to say I was really disappointed with "Data Science from Scratch". It was all breadth with little depth. It felt more like a suggested list of topics to further research w/ other material.

I personally got way more value and insight out of "Data Science for Business" and would highly recommend it.

heynickconOct 8, 2015

Yea I've wondered that myself. I picked up a book a while back called "Data Science for Business" http://shop.oreilly.com/product/0636920028918.do

Something that stood out to me was their discussion about "Big Data technologies" (Hadoop, HBase...) and how they "support" data mining techniques. So sometimes I wonder if big data technologies are more for the processing of the data, like the ETL needed for data warehouses - but since it's big, we need those special technologies to process it (and do additional data-sciencey things on it - like calculate a probability of churn, probability of loan default, etc). End results can still be those high-performance in-memory objects that we can slice and dice, just like our data warehouses, if that's how we need to see them.

This is all coming from no practical experience with Hadoop / Big Data, just research so hopefully someone clarifies :)

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