Vetted Learning Playlists

Curated Video Lectures

Unlock hand-selected, high-quality YouTube lectures curated by university seniors and industry professionals.

Web Developer Data Scientist Software Engineer AI Engineer Cloud Engineer Cybersecurity Specialist
12 Hours

Python for Data Science Course

By freeCodeCamp

Learn Python basics, then jump into data manipulation libraries: NumPy, Pandas, and Matplotlib.

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20+ Hours

Statistics & Probability for Data Science

By Khan Academy

Comprehensive lessons covering descriptive statistics, distributions, testing, and regressions.

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15+ Hours

Machine Learning for Beginners

By StatQuest with Josh Starmer

Master machine learning concepts from linear regression to decision trees and neural nets visually.

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2 Hours

Deep Learning / Neural Networks Course

By 3Blue1Brown

Stunning visual explanations of neural networks, backpropagation, and calculus behind deep learning.

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