What's the best book for someone who has experience with python at a basic level and want an indepth understanding of it? Looking to eventually get into data science/ML. Thanks
Python Learning
Logan Ward
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Gavin Mitchell
official docs/specs
Luke Gutierrez
dont learn python plz learn julia instead fo sho'
Charles Thomas
I have to take a class in python anyway so I want to delve into it myself first
Landon Campbell
Fluente Python
Camden Campbell
>Looking to eventually get into data science/ML
Read and try to understand people's kaggle notebooks and what they're doing
Asher Cruz
...
Kayden Murphy
I'll look into this
Adam Thomas
YT videos if you're new to programming. Docs if you know another language.
Levi Lopez
A Byte of Python
Jacob Taylor
My life the picture.
I've got to sort myself now..
Asher Thompson
This. Python Cookbook as well maybe.
brb printing this out and putting it on my monitor
Aiden Cooper
just type help() and there's a link to online documentation right at the top.
Oliver Price
If you have basic understanding of python you're pretty much there.
Just watch a few of Raymond Hettinger's lectures and start getting hands-on experience. You'll learn by reading the docs
Cliffnotes version:
> use generators
> don't declare classes if you only init and get
> use logging
If you're into ML just get a coursera course in python.
Blake Baker
>Looking to eventually get into data science/ML
Your time would be better spent on learning the basics of linear algebra, multivariable calculus, probability theory, and algorithmic analysis. You can learn python as you go.
Oliver Evans
damn
Benjamin Collins
The O'reilly book with a rat in it. It's like 1.2k pages
>that feeling when somebody actually gives legit advice but words his post like a mouthbreathing retard so he gets ignored
I doubt you have actually used Julia
Asher Morgan
Udemy has data analysis and machine in python. Python is the easy part though
Logan Wilson
no idea
Gabriel Perez
So much this. This applies to pretty much any new language. The "learn python the hard way" meme was getting nauseating.
Nicholas Richardson
This, or go on libgen.io and find an advanced python book
There's also a CMU intro compsci course with short video tutorials if you click on the lectures
kosbie.net
CMU also has their ML courses open
youtube.com
Or the reg intro
cs.cmu.edu
Angel Walker
...
Jaxson Hill
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Algorithm Design by Kleinberg and Tardos
Artificial Intelligence: A Modern Approach by Russell and Norvig
Introduction to Probability Theory by Hoel, Port, and Stone
Introduction to Stochastic Processes by Hoel, Port, and Stone
Probability and Statistics by DeGroot and Schervish
inference.phy.cam.ac.uk
Pattern Recognition and Machine Learning by Bishop
Bayesian Data Analysis by Gelman, Carlin, Stern, Dunson, Vehtari, and Rubin