Data Science in 90 seconds


Brief educational videos to explain key data science concepts in plain English and with minimal math.

Lesson 1: Unsupervised Machine Learning
Lesson 2: Supervised Machine Learning
Lesson 3: Reinforcement Learning
Lesson 4: K-means Clustering
Lesson 5: Singular Value Decomposition
Lesson 6: Principal Component Analysis
Lesson 7: Naive Bayes
Lesson 8: Support Vector Machine
Lesson 9: Decision Trees
Lesson 10: Random Forest
Lesson 11: k-Nearest Neighbor
Lesson 12: Ridge Regression
Lesson 13: LASSO
Lesson 14: Deep Learning



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