Udacity - Machine Learning Engineer Nanodegree

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Udacity - Machine Learning Engineer Nanodegree

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文件列表

  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/1.Welcome to MLND.MKV 6.1 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/10.Program Outline.mp4 15.4 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/11.Let's Get Started.mp4 6.6 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/2.Readiness Question.MKV 5.9 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/3. Quiz Matrix times Vector.jpeg 191.9 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/4.Quiz Differentiate w.r.t. x.jpeg 227.0 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/5.1.Quiz Count words in Python.jpeg 232.2 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/5.2.Count words in Python.jpeg 243.1 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/5.Count words in Python.jpeg 295.3 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/6.What is Machine Learning.mp4 8.4 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/7.Machine Learning vs Traditional Programming.mp4 10.4 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/8.1.Applications of Machine Learning.jpeg 181.2 kB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/8.3Applications of Machine Learning.mp4 3.4 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/8.Applications of Machine Learning.mp4 11.6 MB
  • 1. Welcome to the Nanodegree/1. Welcome to the MLND/9.Connections to GA Tech.mp4 11.0 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/1.Introduction to Foundations.mp4 5.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.1Exercise- What is KBAI.jpeg 251.2 kB
  • 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 6.2 MB
  • 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 3.9 MB
  • 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 191.4 kB
  • 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 9.1 MB
  • 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 1.1 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/12. Bayes Rule Intro.mp4 4.1 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/13.Bayes Rule Alt.mp4 19.7 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14. Unit 3 7a Bayes Rule Graphically.mp4 19.7 MB
  • 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 211.0 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14.2 Unit 3 7b Answer.mp4 3.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/15. Machine Learning and Data Science.mp4 4.8 MB
  • 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 3.7 MB
  • 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 8.1 MB
  • 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 5.8 MB
  • 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 7.3 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/2.Introduction to Artificial Intelligence.mp4 6.6 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/20. Basic Data Scientist Skills - Intro to Data Science.mp4 10.9 MB
  • 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 24.1 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/22. From AI to ML.mp4 8.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/23. Introduction - Intro to Machine Learning.mp4 29.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/24. Introduction Part II - Intro to Machine Learning.mp4 18.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/25. Georgia Tech Machine Learning.mp4 3.7 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/26. Definition of ML.mp4 26.0 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/27. Supervised Learning - Georgia Tech - Machine Learning.mp4 18.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/28. Induction and Deduction - Georgia Tech - Machine Learning.mp4 29.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/29. Induction Deduction Bookends All.mp4 43.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/3.Conundrums in AI - Georgia Tech - KBAI- Part1.mp4 14.2 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/30. Unsupervised Learning - Georgia Tech - Machine Learning.mp4 44.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/31. Reinforcement Learning - Georgia Tech - Machine Learning.mp4 39.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/32. Machine Learning in Action.mp4 6.6 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/33.Unit 5 4 Stanley DARPA Grand Challenge.mp4 22.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/34.Current Problems in Healthcare.mp4 9.3 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/35. What fields is cognitive computing being used.mp4 79.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/36.Introduction.mp4 14.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/37.Nuts and Bolts.mp4 4.3 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/38.Unit 5 5 Taxonomy.mp4 37.3 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/39.Unit 5 6 Supervised Learning.mp4 31.5 MB
  • 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 8.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/4.Characteristics of AI Problems - Georgia Tech - KBAI- Part1.mp4 8.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/40.Unit 5 7 Occam's Razor.mp4 26.2 MB
  • 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 220.5 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.2 YouTube.MKV 7.3 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.Unit 5 8 SPAM Detection.mp4 43.4 MB
  • 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 211.7 kB
  • 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 211.7 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.2 Unit 5 32 Answer.mp4 5.6 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.Unit 5 31 Classification vs Regression.mp4 22.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43. Unit 5 33 Linear Regression.mp4 34.1 MB
  • 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 193.0 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43.2 Unit 5 34 Answer.mp4 14.5 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/44. Unit 5 35 More Linear Regression.mp4 9.4 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/45. Foundations Conclusions.mp4 5.7 MB
  • 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 343.4 kB
  • 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 130.1 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/5.AI Bookends and Sebastian.mp4 17.8 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.1 Exercise- What are AI Problems.jpeg 268.7 kB
  • 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 4.8 MB
  • 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 3.9 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.1Exercise- AI in Practice- Watson.jpeg 261.2 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.2.MKV 4.7 MB
  • 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 10.4 MB
  • 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 9.7 MB
  • 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 11.6 MB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/chapter01.pdf 833.5 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/General MLND Timeline Updated 3.16.pdf 190.2 kB
  • 1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/Student Handbook - Machine Learning Engineer ND.pdf 236.9 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/1. Pre orientation.mp4 2.1 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/10. Blocking out time.mp4 10.2 MB
  • 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 220.8 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/11.Final Tips.mp4 9.9 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/12.Wrapping Up.mp4 4.3 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/2.Introduction.mp4 2.7 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/3.1 Projects and Progress - Udacity 2016-04-19 22-07-40.jpeg 210.8 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/3.2 Projects and Progress - Udacity 2016-04-19 22-08-27.jpeg 210.8 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/3.Projects and Progress.mp4 5.3 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/4.1 Career Development Opportunities - Udacity 2016-04-19 22-08-51.jpeg 198.2 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/4.Career Development Opportunities - Udacity 2016-04-19 22-08-40.jpeg 223.7 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/5.Connecting with Your Community - Udacity 2016-04-19 22-09-23.jpeg 208.6 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/6. Support from the Udacity Team - Udacity 2016-04-19 22-09-40.jpeg 209.8 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/7.How does project submission work.mp4 5.4 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/8.1 Integrity and Mindset - Udacity 2016-04-19 22-10-15.jpeg 212.5 kB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/8.Integrity and Mindset.mp4 5.9 MB
  • 1. Welcome to the Nanodegree/3. MLND Program Orientation/9.What happens if I move faster than the timeline.mp4 3.0 MB
  • 2. P0 Titanic Survival Exploration/Submission/1.P0- Titanic Survival Exploration - Udacity 2016-04-19 22-16-59.jpeg 265.7 kB
  • 2. P0 Titanic Survival Exploration/Titinic Survival Exploration/1.2 Starting the Project and Deliverables - Udacity 2016-04-19 22-13-12.jpeg 424.6 kB
  • 2. P0 Titanic Survival Exploration/Titinic Survival Exploration/1.Project Overview and Software - Udacity 2016-04-19 22-12-54.jpeg 324.8 kB
  • 2. P0 Titanic Survival Exploration/__MACOSX/._titanic_data.csv 223 Bytes
  • 2. P0 Titanic Survival Exploration/__MACOSX/._titanic_visualizations.py 211 Bytes
  • 2. P0 Titanic Survival Exploration/titanic_data.csv 61.2 kB
  • 2. P0 Titanic Survival Exploration/Titanic_Survival_Exploration.ipynb 20.3 kB
  • 2. P0 Titanic Survival Exploration/titanic_visualizations.py 5.4 kB
  • 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 4.9 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/2.Model Evaluation What Youll Watch.mp4 3.8 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/3.Model Evaluation What Youll Learn.mp4 5.2 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/4.Course Outline - Fitting It All Togther - Udacity 2016-04-19 22-21-29.jpeg 221.1 kB
  • 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 5.1 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/1 - Benefits of Testing.srt 1.2 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/2 - Benefits of Testing.srt 1.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/3 - TrainTest Split in sklearn.srt 4.0 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1. Benefits of Testing - Intro to Machine Learning.mp4 6.6 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.1 Benefits of Testing - Udacity 2016-04-20 08-08-15 (1).jpeg 193.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.1 Benefits of Testing - Udacity 2016-04-20 08-08-15.jpeg 193.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.2 Benefits of Testing - Intro to Machine Learning.mp4 5.1 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/2. Train_Test Split in sklearn - Intro to Machine Learning.mp4 23.4 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/2.1 Train-Test Split in sklearn.py 1.0 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/1 - K-Fold Cross Validation.srt 4.7 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/2 - K-Fold Cross Validation.srt 1.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/3 - K-Fold CV in sklearn.srt 2.5 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/4 - Practical Advice for K-Fold in sklearn.srt 3.4 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/5 - Cross Validation for Parameter Tuning.srt 1.3 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1. K-Fold Cross Validation - Intro to Machine Learning.mp4 23.4 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1.1 K-Fold Cross Validation - Udacity 2016-04-20 08-10-16.jpeg 164.6 kB
  • 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 4.0 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/2. K-Fold CV in sklearn - Intro to Machine Learning.mp4 26.4 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/2.1 K-Fold CV in sklearn - Udacity 2016-04-20 08-10-56.jpeg 294.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/3. Practical Advice for K-Fold in sklearn - Intro to Machine Learning.mp4 40.6 MB
  • 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 8.1 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/5. GridSearchCV in sklearn - Udacity 2016-04-20 08-11-41.jpeg 396.3 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/5.1 GridSearchCV in sklearn.txt 86 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6. GridSearchCV in sklearn - Udacity 2016-04-20 08-12-41.jpeg 134.8 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6.1 GridSearchCV in sklearn.txt 79 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6.2 GridSearchCV in sklearn - Udacity 2016-04-20 08-12-53.jpeg 171.5 kB
  • 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 5.8 kB
  • 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 13.0 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/1 - Curse of Dimensionality.mp4 25.2 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/2 - Curse of Dimensionality Two.mp4 59.0 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/1. Curse of Dimensionality - Georgia Tech - Machine Learning.mp4 23.9 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/1. Learning Curves - Udacity 2016-04-20 08-17-54.jpeg 207.5 kB
  • 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 65.2 MB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/2. Learning Curves - II - Udacity 2016-04-20 08-18-04.jpeg 174.9 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/3. Ideal Learning Curve - Udacity 2016-04-20 08-18-15.jpeg 132.1 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/4. Model Complexity - Udacity 2016-04-20 08-18-26.jpeg 136.8 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/5. Learning Curves and Model Complexity - Udacity 2016-04-20 08-18-38.jpeg 174.3 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/6. Practical use of Model Complexity - Udacity 2016-04-20 08-18-48.jpeg 155.9 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/7. Summary - Udacity 2016-04-20 08-18-59.jpeg 190.3 kB
  • 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 318.0 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/1.1 Project Overview and Highlights.txt 50 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/2. Project Description and Deliverables - Udacity 2016-04-20 08-20-19.jpeg 378.9 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/2.1 Project Description and Deliverables.txt 204 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/3. Questions & Report Structure - Udacity 2016-04-20 08-21-29.jpeg 530.5 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/3.1 Questions & Report Structure.txt 49 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/4. Evaluation & Submission - Udacity 2016-04-20 08-22-14.jpeg 194.5 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/4.1 Evaluation & Submission.txt 117 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/forum discuss.txt 67 Bytes
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/15. Submit/boston_housing.ipynb 26.0 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/15. Submit/P1- Predicting Boston Housing Prices - Udacity 2016-04-20 08-27-05.jpeg 198.3 kB
  • 3.P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/Prerequisites Subtitles/1 - Prerequisites.srt 1.8 kB
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