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

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