Practice Coding

Notes

• Big O

• trees, graphs, lists, sorting

• data structure

• algorithm

Links

practice online coding

• leetcode

• codesignal

• codewars

• hackerrank

• Daily Coding Problem

reference

• realpython

• Dan Bader

• geeks for geeks

• programiz

• rosettacode

• tutorialpoint

• adventures in machine learning

• programcreek

docs (offline)

• devdocs

• dash

• kite

Books

• Cracking the Coding Interview

• Bioinformatics Algorithms

• Deep Learning with Python by Francois Chollet

• Neural Network Math

• Python Machine Learning by Sebastian Raschke

• Python for Data Analysis

• Python Data Science Handbook

• Introduction to Machine Learning with Python by Andreas Mueller

• The Nature of Code by Daniel Shiffman

• From Math to Generic Programming

• Python Tricks by Dan Bader

Tutorials

Python Machine Learning – Real Pythonrealpython