Udacity - Machine Learning Engineer Nanodegree

Torrent Hash:
8B91A62D60EC1AF2AAA3E325A1DFAEC4B33AF1A5
Number of Files:
1653
Content Size:
12.84GB
Convert On:
2017-02-22
Magnet Link:
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File Name
Size
1. Welcome to the Nanodegree/1. Welcome to the MLND/1.Welcome to MLND.MKV
5.8MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/10.Program Outline.mp4
14.73MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/11.Let's Get Started.mp4
6.32MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/2.Readiness Question.MKV
5.67MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/3. Quiz Matrix times Vector.jpeg
187.43KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/4.Quiz Differentiate w.r.t. x.jpeg
221.7KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/5.1.Quiz Count words in Python.jpeg
226.8KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/5.2.Count words in Python.jpeg
237.43KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/5.Count words in Python.jpeg
288.38KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/6.What is Machine Learning.mp4
7.99MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/7.Machine Learning vs Traditional Programming.mp4
9.94MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/8.1.Applications of Machine Learning.jpeg
177KB
1. Welcome to the Nanodegree/1. Welcome to the MLND/8.3Applications of Machine Learning.mp4
3.26MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/8.Applications of Machine Learning.mp4
11.07MB
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1. Welcome to the Nanodegree/1. Welcome to the MLND/9.Connections to GA Tech.mp4
10.46MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/1.Introduction to Foundations.mp4
5.51MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.1Exercise- What is KBAI.jpeg
245.26KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.2 Exercise- What is KBAI- Quiz Solution - Georgia Tech - KBAI- Part1.mp4
5.9MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.Exercise- What is KBAI- Quiz - Georgia Tech - KBAI- Part1.mp4
3.68MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.1 Exercise- The Four Schools of AI - Udacity 2016-04-19 21-49-35.jpeg
186.9KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.2 Exercise- The Four Schools of AI Quiz Solution - Georgia Tech - KBAI- Part1.mp4
8.67MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.Exercise- The Four Schools of AI Quiz - Georgia Tech - KBAI- Part1.mp4
1.03MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/12. Bayes Rule Intro.mp4
3.88MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/13.Bayes Rule Alt.mp4
18.8MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14. Unit 3 7a Bayes Rule Graphically.mp4
18.75MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14.1 Exercise- Bayes Network - Udacity 2016-04-19 21-51-15.jpeg
206.03KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14.2 Unit 3 7b Answer.mp4
3.71MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/15. Machine Learning and Data Science.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/16. What Is a Data Scientist- - Intro to Data Science.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/17. What Is a Data Scientist- - Intro to Data Science.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/18. What Does a Data Scientist Do- - Intro to Data Science.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/19. Pi Chuan - What Is Data Science- - Intro to Data Science.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/2.Introduction to Artificial Intelligence.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/20. Basic Data Scientist Skills - Intro to Data Science.mp4
10.43MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/21. Problems Solved by Data Science - Intro to Data Science.mp4
22.98MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/22. From AI to ML.mp4
8.47MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/23. Introduction - Intro to Machine Learning.mp4
28.38MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/24. Introduction Part II - Intro to Machine Learning.mp4
17.98MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/25. Georgia Tech Machine Learning.mp4
3.52MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/26. Definition of ML.mp4
24.78MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/27. Supervised Learning - Georgia Tech - Machine Learning.mp4
17.56MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/28. Induction and Deduction - Georgia Tech - Machine Learning.mp4
28.05MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/29. Induction Deduction Bookends All.mp4
41.87MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/3.Conundrums in AI - Georgia Tech - KBAI- Part1.mp4
13.51MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/30. Unsupervised Learning - Georgia Tech - Machine Learning.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/31. Reinforcement Learning - Georgia Tech - Machine Learning.mp4
37.62MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/32. Machine Learning in Action.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/33.Unit 5 4 Stanley DARPA Grand Challenge.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/34.Current Problems in Healthcare.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/35. What fields is cognitive computing being used.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/36.Introduction.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/37.Nuts and Bolts.mp4
4.06MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/38.Unit 5 5 Taxonomy.mp4
35.53MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/39.Unit 5 6 Supervised Learning.mp4
30.08MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/4.Characteristics of AI Problems - Georgia Tech - KBAI- Part1 (1).mp4
8.52MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/4.Characteristics of AI Problems - Georgia Tech - KBAI- Part1.mp4
8.52MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/40.Unit 5 7 Occam's Razor.mp4
25.02MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.1 Exercise- Spam Detection - Udacity 2016-04-19 22-01-36.jpeg
215.3KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.2 YouTube.MKV
6.94MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.Unit 5 8 SPAM Detection.mp4
41.39MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.1 Exercise- Classification vs. Regression - Udacity 2016-04-19 22-02-13 (1).jpeg
206.73KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.1 Exercise- Classification vs. Regression - Udacity 2016-04-19 22-02-13.jpeg
206.73KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.2 Unit 5 32 Answer.mp4
5.38MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.Unit 5 31 Classification vs Regression.mp4
21.34MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43. Unit 5 33 Linear Regression.mp4
32.55MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43.1 Exercise- Linear Regression - Udacity 2016-04-19 22-03-00.jpeg
188.47KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43.2 Unit 5 34 Answer.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/44. Unit 5 35 More Linear Regression.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/45. Foundations Conclusions.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/45.2Foundations- Conclusions - Udacity 2016-04-19 22-05-55.jpeg
335.31KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/46.Give us feedback! - Udacity 2016-04-19 22-03-50.jpeg
127.01KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/5.AI Bookends and Sebastian.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.1 Exercise- What are AI Problems.jpeg
262.39KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.2Exercise- What are AI Problems- Quiz Solution - Georgia Tech - KBAI- Part1.mp4
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.Exercise- What are AI Problems- Quiz - Georgia Tech - KBAI- Part1.mp4
3.72MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.1Exercise- AI in Practice- Watson.jpeg
255.12KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.2.MKV
4.47MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.Exercise- AI in Practice- Watson Quiz - Georgia Tech - KBAI- Part1.mp4
9.93MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/8.What is Knowledge-Based AI- - Georgia Tech - KBAI- Part1.mp4
9.29MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/9.Foundations- The Four Schools of AI - Georgia Tech - KBAI- Part1.mp4
11.02MB
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1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/chapter01.pdf
814KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/General MLND Timeline Updated 3.16.pdf
185.77KB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/Student Handbook - Machine Learning Engineer ND.pdf
231.36KB
1. Welcome to the Nanodegree/3. MLND Program Orientation/1. Pre orientation.mp4
1.99MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/10. Blocking out time.mp4
9.73MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/10.1 How Do I Find Time for My Nanodegree- - Udacity 2016-04-19 22-10-50.jpeg
215.64KB
1. Welcome to the Nanodegree/3. MLND Program Orientation/11.Final Tips.mp4
9.45MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/12.Wrapping Up.mp4
4.05MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/2.Introduction.mp4
2.6MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/3.1 Projects and Progress - Udacity 2016-04-19 22-07-40.jpeg
205.86KB
1. Welcome to the Nanodegree/3. MLND Program Orientation/3.2 Projects and Progress - Udacity 2016-04-19 22-08-27.jpeg
205.86KB
1. Welcome to the Nanodegree/3. MLND Program Orientation/3.Projects and Progress.mp4
5.09MB
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1. Welcome to the Nanodegree/3. MLND Program Orientation/4.1 Career Development Opportunities - Udacity 2016-04-19 22-08-51.jpeg
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1. Welcome to the Nanodegree/3. MLND Program Orientation/4.Career Development Opportunities - Udacity 2016-04-19 22-08-40.jpeg
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1. Welcome to the Nanodegree/3. MLND Program Orientation/5.Connecting with Your Community - Udacity 2016-04-19 22-09-23.jpeg
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1. Welcome to the Nanodegree/3. MLND Program Orientation/6. Support from the Udacity Team - Udacity 2016-04-19 22-09-40.jpeg
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1. Welcome to the Nanodegree/3. MLND Program Orientation/7.How does project submission work.mp4
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1. Welcome to the Nanodegree/3. MLND Program Orientation/8.Integrity and Mindset.mp4
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2. P0 Titanic Survival Exploration/Titinic Survival Exploration/1.2 Starting the Project and Deliverables - Udacity 2016-04-19 22-13-12.jpeg
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/1.Introduction to Model Evaluation and Validation.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/5.Model Evaluation What Youll Do.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1. Benefits of Testing - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.2 Benefits of Testing - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/3 - K-Fold CV in sklearn.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/5 - Cross Validation for Parameter Tuning.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1. K-Fold Cross Validation - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1.2 K-Fold Cross Validation - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/4. Cross Validation for Parameter Tuning - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/5.1 GridSearchCV in sklearn.txt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6.1 GridSearchCV in sklearn.txt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/Representative Power of a Model Subtitles/1 - Curse of Dimensionality.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/Representative Power of a Model Subtitles/2 - Curse of Dimensionality Two.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/1 - Curse of Dimensionality.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/2 - Curse of Dimensionality Two.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/2. Curse of Dimensionality Two - Georgia Tech - Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/1. Project Overview and Highlights - Udacity 2016-04-20 08-19-29.jpeg
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/Prerequisites Subtitles/1 - Prerequisites.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/2.Pre-reqs - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/26 - Helpful Symbols.srt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/1.2Which Major- - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/10. IQR - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/10.2 IQR - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/11.2 What Is an Outlier- - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/12.2 Define Outlier - Intro to Descriptive Statistics (1).mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/17.2 Calculate Mean - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18. Deviation from Mean - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18.1 Deviation from Mean - Udacity 2016-04-19 22-59-25.jpeg
217.93KB
3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18.2 Deviation from Mean - Intro to Descriptive Statistics.mp4
3.15MB
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/19. Average Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/19.2 Average Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/2. Should You Get an Account- - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/20. Equation for Average Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/20.2 Equation for Average Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/21.2 Be Happy and Get Rid of Negatives - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/22. Absolute Deviations - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/22.2 Absolute Deviations - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/23. Average Absolute Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/23.2 Average Absolute Deviation - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/24. Formula for Avg. Abs. Dev. - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/24.2 Formula for Avg. Abs. Dev. - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/25. Squared Deviations - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/25.2 Squared Deviations - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/33.2 SD in Words - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/38.2 Bessel's Correction - Intro to Descriptive Statistics.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/4. Pandas - Intro to Data Science.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/23.2 Equation for Recall - Intro to Machine Learning.mp4
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/26.1 Mean Absolute Error.txt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/6.2 Accuracy.txt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/4.1 Improving the Validity of a Model.txt
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3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/6.2 Bias_Variance and Features Quiz Solution - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/7. Domain K NNowledge Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13. Accuracy of Naive Bayes - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/17.2 Cancer Test Solution - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/18. Prior and Posterior - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/20.2 Normalizing 2 Solution - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/21.2 Normalizing 3 Solution - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/22.2 Total Probability Solution - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/24.2 Bayes Rule for Classification - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/26.2 Posterior Probabilities - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/4. Bayes Rule Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/4.2 Bayes Rule Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/9.2 Best hypothesis Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/13.2 Inference By Hand Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/6.2 Conditional Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7. Belief Networks Quiz - Georgia Tech - Machine Learning.mp4
14.96MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7.1 Belief Networks - Udacity 2016-04-25 15-25-17.jpeg
208.82KB
4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7.2 Belief Networks Quiz Solution - Georgia Tech - Machine Learning.mp4
57.71MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8. Sampling From The Joint Distribution Quiz - Georgia Tech - Machine Learning.mp4
17.98MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8.1 Sampling From The Joint Distribution - Udacity 2016-04-25 15-25-45.jpeg
198.4KB
4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8.2 Sampling From The Joint Distribution Quiz Solution - Georgia Tech - Machine Learning.mp4
23.26MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/9. Recovering the Joint Distribution - Georgia Tech - Machine Learning.mp4
23.95MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/Bayesian Inference.pdf
386.75KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/1. Ensemble Learning Boosting - Georgia Tech - Machine Learning.mp4
25.83MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/10. Boosting In Code - Georgia Tech - Machine Learning.mp4
25.98MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/11. The Most Important Parts - Georgia Tech - Machine Learning.mp4
40.9MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12. When D agrees Quiz - Georgia Tech - Machine Learning.mp4
8.86MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12.1 When D agrees - Udacity 2016-04-25 15-39-54.jpeg
223.25KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12.2 When D agrees Quiz Solution - Georgia Tech - Machine Learning.mp4
21.68MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/13. Final Hypothesis - Georgia Tech - Machine Learning.mp4
15.29MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/14. Three Little Boxes - Georgia Tech - Machine Learning.mp4
61.4MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15. Which Hypothesis Quiz - Georgia Tech - Machine Learning.mp4
3.16MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15.1 Which Hypothesis - Udacity 2016-04-25 15-40-48.jpeg
204.25KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15.2 Which Hypothesis Quiz Solution - Georgia Tech - Machine Learning.mp4
26.86MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/16. Good Answers - Georgia Tech - Machine Learning.mp4
92.14MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/17. Back to Boosting - Georgia Tech - Machine Learning.mp4
76.16MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/18. Boosting Tends to Overfit Quiz - Georgia Tech - Machine Learning.mp4
15.99MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/18.1 Boosting Tends to Overfit - Udacity 2016-04-25 15-41-43.jpeg
200.55KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/19. Summary - Georgia Tech - Machine Learning.mp4
25.24MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/2. Ensemble Learning Simple Rules - Georgia Tech - Machine Learning.mp4
19.1MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/28.2 Boosting Tends to Overfit Quiz Solution - Georgia Tech - Machine Learning.mp4
54.36MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/3. Ensemble Learning Algorithm - Georgia Tech - Machine Learning.mp4
10.7MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4. Ensemble Learning Outputs Quiz - Georgia Tech - Machine Learning.mp4
10.03MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4.1 Ensemble Learning Outputs - Udacity 2016-04-25 15-37-24.jpeg
235.22KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4.2 Ensemble Learning Outputs Quiz Solution - Georgia Tech - Machine Learning.mp4
10.76MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/5. Ensemble Learning An Example - Georgia Tech - Machine Learning.mp4
21.71MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/6. Ensemble Boosting - Georgia Tech - Machine Learning.mp4
14.8MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7. Ensemble Boosting Quiz - Georgia Tech - Machine Learning.mp4
24.08MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7.1 Ensemble Boosting Quiz - Udacity 2016-04-25 15-38-10.jpeg
175.92KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7.2 Ensemble Boosting Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
2.81MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8. Ensemble Boosting Quiz Two - Georgia Tech - Machine Learning.mp4
1.05MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8.1 Ensemble Boosting Quiz Two - Udacity 2016-04-25 15-38-37.jpeg
183.75KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8.2 Ensemble Boosting Quiz Two Quiz Solution - Georgia Tech - Machine Learning.mp4
12.36MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9. Weak Learning Quiz - Georgia Tech - Machine Learning.mp4
20.65MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9.1 Weak Learning - Udacity 2016-04-25 15-39-07.jpeg
219.39KB
4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9.2 Weak Learning Quiz Solution - Georgia Tech - Machine Learning.mp4
40.54MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/Intro to Boosting.pdf
491.64KB
4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/1. Difference between Classification and Regression - Georgia Tech - Machine Learning.mp4
30.07MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/10. Decision Trees Learning - Georgia Tech - Machine Learning.mp4
23.9MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11. Best Attribute Quiz - Georgia Tech - Machine Learning.mp4
4.72MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11.1 Best Attribute Quiz - Udacity 2016-04-21 13-52-58.jpeg
192.53KB
4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11.2 Best Attribute Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
23.19MB
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/16. Decision Tree Expressiveness Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/16.2 Decision Tree Expressiveness Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/17.2 Decision Tree Expressiveness Quiz 2 Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/2. Supervised Learning Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/7. Representation - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/8. Representation Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/8.2 Representation Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/9. Example 2- 20 Questions - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/1. Linearly Separable Data - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/10. Min Samples Split - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/10.2 Min Samples Split - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/12. Data Impurity and Entropy - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/4.2 Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/9.2 Supervised Learning w_ Continuous Output - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/2.2 Artificial Neural Networks Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/6.2 How Powerful is a Perceptron Unit NOT Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/7. XOR as Perceptron Network Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/7.2 XOR as Perceptron Network Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/9. Gradient Descent - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/Neural Networks.pdf
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/1.Build a Perceptron.py
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/10. Build the XOR Network.py
1.48KB
4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/11. Discretion Quiz - Udacity 2016-05-25 19-18-07.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/12. Continuity - Udacity 2016-05-25 19-18-18.jpeg
133.55KB
4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/13. Activation Function Sandbox.py
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/15. Perceptron Vs Sigmoid - Udacity 2016-05-25 19-18-58.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/16. Sigmoid Learning - Udacity 2016-05-25 19-19-10.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/17. Gradient Descent Issues - Udacity 2016-05-25 19-19-21.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/18. Sigmoid Programming Exercise.py
2.13KB
4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/19. Prediction Method.py
2.44KB
4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/2. Threshold Meditation - Udacity 2016-05-25 19-15-20.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/20. BackProp Deltas.py
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/21. BackPropagation.py
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/3. Where to train Perceptrons - Udacity 2016-05-25 19-15-35.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/4. Perceptron Versus Regression - Udacity 2016-05-25 19-15-46.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/5. Perceptron Inputs - Udacity 2016-05-25 19-15-57.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/6. Neural Net Outputs - Udacity 2016-05-25 19-16-08.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/7. Perceptron Update Rule.py
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/8. Layered Network Example - Udacity 2016-05-25 19-16-41.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/9. Linear Representational Power - Udacity 2016-05-25 19-16-53.jpeg
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4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/1. The Best Line Quiz - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/1.2 The Best Line Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/3.2 Distance Between Planes Quiz Solution - Georgia Tech - Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/2.2 Separating Line - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/20.2 Playing Around with Kernel Choices - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/21.2 Kernel and Gamma - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/22.2 SVM C Parameter - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/5.2 Practice With Margins - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/6.2 SVMs and Tricky Data Distributions - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/7.2 SVM Response to Outliers - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/8.2 SVM Outlier Practice - Intro to Machine Learning.mp4
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4. P2 Build a Student Intervention System/2. Project/1. Project Prep/1.2 Project Description.txt
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222.44KB
4. P2 Build a Student Intervention System/2. Project/2. Submission/Bayesian Inference.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Bayesian Learning.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Gradient Descent.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/ID3 Algorithm for Decision Trees.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Instance Based Learning.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Intro to Boosting.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Kernel_Methods_and_SVMs.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Linear Regression Review.pdf
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4. P2 Build a Student Intervention System/2. Project/2. Submission/Neural Networks.pdf
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5. P3 Creating Customer Segments/1. Unsupervised Learning/1. Introduction to Unsupervised Learning/1. Unsupervised Learning.mp4
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5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/1.2 Single Linkage Clustering Quiz Solution - Georgia Tech - Machine Learning.mp4
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5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/12.2 Clustering Properties Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/3.2 Running Time of SLC Quiz Solution - Georgia Tech - Machine Learning.mp4
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140.09KB
5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/26.1 Applying PCA to Real Data.txt
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5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/27. PCA on the Enron Finance Data - Intro to Machine Learning.mp4
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311.85KB
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22.31MB
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5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/7. Selecting Principal Components Quiz - Intro to Machine Learning.mp4
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5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/9. PCA vs ICA.mp4
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172.83KB
5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/9.2 PCA vs ICA Quiz Solution - Georgia Tech - Machine Learning.mp4
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5. P3 Creating Customer Segments/2. Project Prep/4. Evaluation & Submission - Udacity 2016-04-27 07-32-36.jpeg
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/1. Introduction to Reinforcement Learnning/1. Reinforcement Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/11. Rewards Quiz - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/11.2 Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/12. Sequences of Rewards One - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/14.2 Sequences of Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/16. Assumptions - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/17. Policies - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/18. Policies Two - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/20. Finding Policies Two - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/21.2 Iterations Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/3. The World Quiz - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/3.2 The World Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4. The World II Quiz - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.2 The World - 2 (1).txt
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.3 The World II Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/8. Markov Decision Processes Four - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/4.2 API Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/8.2 Q Learning Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/12.2 Minipoker Tree Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/13.2 Mixed Strategy Quiz Solution - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/9.2 Game Tree Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4
13.59MB
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/1. Stochastic Games and Multiagent RL - Georgia Tech - Machine Learning.mp4
60.51MB
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/2. Stochastic Games - Georgia Tech - Machine Learning.mp4
18.99MB
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/3. Models and Stochastic Games Quiz - Georgia Tech - Machine Learning.mp4
13.25MB
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/3.2 Models and Stochastic Games Quiz Solution - Georgia Tech - Machine Learning.mp4
22.51MB
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/4. Zero Sum Stochastic Games - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/5. Zero Sum Stochastic Games Two - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/6. General Sum Games - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/7. Lots of Ideas - Georgia Tech - Machine Learning.mp4
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6. P4 Train a Smartcab to Drive/2. Project/1. Project Description - 1 - Udacity 2016-04-27 21-48-34.jpeg
344.34KB
6. P4 Train a Smartcab to Drive/2. Project/1.1 Project Description - 1.txt
88B
6. P4 Train a Smartcab to Drive/2. Project/2. Project Description - 2 - Udacity 2016-04-27 21-49-10.jpeg
223.78KB
6. P4 Train a Smartcab to Drive/2. Project/3. Tasks - 1 - Udacity 2016-04-27 21-49-22.jpeg
415.55KB
6. P4 Train a Smartcab to Drive/2. Project/3.1 Tasks - 1.txt
290B
6. P4 Train a Smartcab to Drive/2. Project/4. Tasks - 2 - Udacity 2016-04-27 21-50-24.jpeg
264.89KB
6. P4 Train a Smartcab to Drive/2. Project/4.1 Tasks - 2.txt
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6. P4 Train a Smartcab to Drive/2. Project/5. Evaluation & Submission - Udacity 2016-04-27 21-50-46.jpeg
206.06KB
6. P4 Train a Smartcab to Drive/2. Project/5.1 Evaluation & Submission.txt
119B
6. P4 Train a Smartcab to Drive/2. Project/6. P4- Train a Smartcab to Drive - Udacity 2016-04-27 21-51-31.jpeg
121.04KB
7. P5 Capstone Project/1. Introduction To Specializations/1. Specializations.mp4
10.12MB
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7. P5 Capstone Project/1. Introduction To Specializations/2. Specializations What Youll Watch.mp4
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7. P5 Capstone Project/1. Introduction To Specializations/3. Specializations What Youll Do.mp4
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7. P5 Capstone Project/2. Project/1. Project Overview and Highlights - Udacity 2016-04-27 21-53-45.jpeg
308.65KB
7. P5 Capstone Project/2. Project/2. Project Description - Udacity 2016-04-27 21-54-00.jpeg
258.97KB
7. P5 Capstone Project/2. Project/2.1 Project Description.txt
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7. P5 Capstone Project/2. Project/3. Capstone Project Guidelines pt. 1 - Udacity 2016-04-27 21-54-34.jpeg
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7. P5 Capstone Project/2. Project/3.1 Capstone Project Guidelines pt. 1.txt
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7. P5 Capstone Project/2. Project/4. Capstone Project Guidelines pt. 2 - Udacity 2016-04-27 21-55-00.jpeg
503.85KB
7. P5 Capstone Project/2. Project/4.1 Capstone Project Guidelines pt. 2.txt
99B
7. P5 Capstone Project/2. Project/5. Software and Deliverables - Udacity 2016-04-27 21-55-25.jpeg
252.16KB
7. P5 Capstone Project/2. Project/6. Capstone Project Suggestions - Udacity 2016-04-27 21-55-35.jpeg
247.69KB
7. P5 Capstone Project/2. Project/6.1 Capstone Project Suggestions.txt
661B
7. P5 Capstone Project/2. Project/7. Evaluation & Submission - Udacity 2016-04-27 21-58-08.jpeg
192.79KB
7. P5 Capstone Project/2. Project/7.2 Evaluation & Submission.txt
117B
7. P5 Capstone Project/2. Project/8. P5- Capstone Project - Udacity 2016-04-27 21-58-43.jpeg
227.9KB

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