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Video transcript: https://medium.com/data-science-collective/best-machine-learning-books-courses-to-get-a-job-835f100d98db?sk=e622e7033a2d5ff4f5843779fe4a0776
BOOKS & COURSES:
Learn Python - Full Course for Beginners: https://www.youtube.com/watch?v=rfscVS0vtbw&t=2907s
Python for Everybody Specialization: https://medium.com/r?url=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fpython
HackerRank: https://www.hackerrank.com/
Leetcode: https://leetcode.com/
W3Schools: https://www.w3schools.com/
The Complete SQL Bootcamp: https://www.udemy.com/course/the-complete-sql-bootcamp
LearnSQL.com: https://learnsql.com/
Rust Programming Book: https://doc.rust-lang.org/book/
Practical Statistics for Data Scientists: https://amzn.to/417oeNr
Mathematics for Machine Learning: https://amzn.to/412CRl6
The Elements of Statistical Learning: https://amzn.to/3XcVS2Z
StatQuest with Josh Starmer: https://www.youtube.com/@statquest/featured
Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: https://amzn.to/4hQ96Lm
Machine Learning Specialization: https://www.coursera.org/specializations/machine-learning-introduction
Deep Learning Specialization: https://www.deeplearning.ai/courses/deep-learning-specialization/
The Hundred-Page Machine Learning Book: https://amzn.to/4hPEnhz
Algorithms for Optimization: https://amzn.to/3EQkEzJ
NeetCode: https://neetcode.io/
Practical MLOps: https://amzn.to/4bbjFGl
Real Python: https://realpython.com/pytest-python-testing/
AWS Certifications: https://aws.amazon.com/certification/
Git / GitHub: https://www.youtube.com/watch?v=RGOj5yH7evk
TIMESTAMPS:
0:00 Intro
0:33 Programming
3:02 Maths & Statistics
5:28 Machine Learning
8:39 Software Engineering & Deployment
10:12 Other Media
DISCLAIMERS & DISCLOSURES
This content is for educational and entertainment purposes only and should not be considered as professional advice. Views and opinions are my own and do not represent or reflect the opinions of my current or past employer or any organisations I am associated with.
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