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How I became a machine learning engineer:    • Best Machine Learning Books & Courses to G...  

Video transcript: https://medium.com/data-science-colle...

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BOOKS & COURSES
Learn Python - Full Course for Beginners:    • Learn Python - Full Course for Beginners [...  
Python for Everybody Specialization: https://medium.com/r?url=https%3A%2F%...
HackerRank: https://www.hackerrank.com/
Leetcode: https://leetcode.com/
W3Schools: https://www.w3schools.com/
The Complete SQL Bootcamp: https://www.udemy.com/course/the-comp...
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:    / @statquest  
Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow: https://amzn.to/4hQ96Lm
Machine Learning Specialization: https://www.coursera.org/specializati...
Deep Learning Specialization: https://www.deeplearning.ai/courses/d...
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-...
AWS Certifications: https://aws.amazon.com/certification/
Git / GitHub:    • Git and GitHub for Beginners - Crash Course  

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 and does not constitute professional advice. Opinions are my own. Some links are affiliate links that support the channel at no extra cost to you.