Stanford CS229: Machine Learning Full Course taught by Andrew Ng | Autumn 2018

Finished
Finished
Link
https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
Note
Status
To Learn
Tags
Stanford Online
Total Videos
20
Video Duration
26:33:12
Videos
Title
Video Duration
Status
Tags
Finished
Link
Total Videos
Note
002 - Stanford CS229: Machine Learning - Linear Regression and Gradient Descent | Lecture 2 (Autumn 2018)
01:18:17
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=4b4MUYve_U8&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
020 - RL Debugging and Diagnostics | Stanford CS229: Machine Learning Andrew Ng - Lecture 20 (Autumn 2018)
01:12:43
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=pLhPQynL0tY&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
014 - Lecture 14 - Expectation-Maximization Algorithms | Stanford CS229: Machine Learning (Autumn 2018)
01:20:31
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=rVfZHWTwXSA&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
012 - Lecture 12 - Backprop & Improving Neural Networks | Stanford CS229: Machine Learning (Autumn 2018)
01:16:38
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=zUazLXZZA2U&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
008 - Lecture 8 - Data Splits, Models & Cross-Validation | Stanford CS229: Machine Learning (Autumn 2018)
01:23:26
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=rjbkWSTjHzM&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
007 - Lecture 7 - Kernels | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)
01:20:25
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=8NYoQiRANpg&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
009 - Lecture 9 - Approx/Estimation Error & ERM | Stanford CS229: Machine Learning (Autumn 2018)
01:26:03
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=iVOxMcumR4A&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
010 - Lecture 10 - Decision Trees and Ensemble Methods | Stanford CS229: Machine Learning (Autumn 2018)
01:20:41
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=wr9gUr-eWdA&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
013 - Lecture 13 - Debugging ML Models and Error Analysis | Stanford CS229: Machine Learning (Autumn 2018)
01:18:55
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=ORrStCArmP4&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
005 - Lecture 5 - GDA & Naive Bayes | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)
01:18:52
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=nt63k3bfXS0&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
018 - Lecture 18 - Continous State MDP & Model Simulation | Stanford CS229: Machine Learning (Autumn 2018)
01:20:15
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=QFu5nuc-S0s&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
017 - Lecture 17 - MDPs & Value/Policy Iteration | Stanford CS229: Machine Learning Andrew Ng (Autumn2018)
01:19:14
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=d5gaWTo6kDM&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
011 - Lecture 11 - Introduction to Neural Networks | Stanford CS229: Machine Learning (Autumn 2018)
01:20:14
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=MfIjxPh6Pys&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
016 - Lecture 16 - Independent Component Analysis & RL | Stanford CS229: Machine Learning (Autumn 2018)
01:18:10
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=YQA9lLdLig8&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
003 - Locally Weighted & Logistic Regression | Stanford CS229: Machine Learning - Lecture 3 (Autumn 2018)
01:19:34
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=het9HFqo1TQ&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
015 - Lecture 15 - EM Algorithm & Factor Analysis | Stanford CS229: Machine Learning Andrew Ng -Autumn2018
01:19:48
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=tw6cmL5STuY&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
006 - Lecture 6 - Support Vector Machines | Stanford CS229: Machine Learning Andrew Ng (Autumn 2018)
01:20:57
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=lDwow4aOrtg&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
019 - Lecture 19 - Reward Model & Linear Dynamical System | Stanford CS229: Machine Learning (Autumn 2018)
01:21:07
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=0rt2CsEQv6U&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
004 - Lecture 4 - Perceptron & Generalized Linear Model | Stanford CS229: Machine Learning (Autumn 2018)
01:22:02
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=iZTeva0WSTQ&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
001 - Stanford CS229: Machine Learning Course, Lecture 1 - Andrew Ng (Autumn 2018)
01:15:20
To Learn
Stanford Online
Finished
https://www.youtube.com/watch?v=jGwO_UgTS7I&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&type=snipo
1
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