Filename | Size |
| 01 - Introduction/001 Course Outline.mp4 | 77.3 MB |
| 01 - Introduction/001 Course Outline__en.srt | 8.9 KB |
| 01 - Introduction/002 Join Our Online Classroom_.html | 2.7 KB |
| 01 - Introduction/003 Exercise_ Meet The Community.html | 3 KB |
| 01 - Introduction/004 Your First Day.mp4 | 7.3 MB |
| 01 - Introduction/004 Your First Day__en.srt | 5.4 KB |
| 02 - Machine Learning 101/001 What Is Machine Learning_.mp4 | 28.3 MB |
| 02 - Machine Learning 101/001 What Is Machine Learning___en.srt | 9 KB |
| 02 - Machine Learning 101/002 AI_Machine Learning_Data Science.mp4 | 19.7 MB |
| 02 - Machine Learning 101/002 AI_Machine Learning_Data Science__en.srt | 6.5 KB |
| 02 - Machine Learning 101/003 Exercise_ Machine Learning Playground.mp4 | 42.6 MB |
| 02 - Machine Learning 101/003 Exercise_ Machine Learning Playground__en.srt | 8.1 KB |
| 02 - Machine Learning 101/004 How Did We Get Here_.mp4 | 30.5 MB |
| 02 - Machine Learning 101/004 How Did We Get Here___en.srt | 7.3 KB |
| 02 - Machine Learning 101/005 Exercise_ YouTube Recommendation Engine.mp4 | 8.9 MB |
| 02 - Machine Learning 101/005 Exercise_ YouTube Recommendation Engine__en.srt | 5.6 KB |
| 02 - Machine Learning 101/006 Types of Machine Learning.mp4 | 9.6 MB |
| 02 - Machine Learning 101/006 Types of Machine Learning__en.srt | 5.5 KB |
| 02 - Machine Learning 101/007 Are You Getting It Yet_.html | 160 B |
| 02 - Machine Learning 101/008 What Is Machine Learning_ Round 2.mp4 | 11.9 MB |
| 02 - Machine Learning 101/008 What Is Machine Learning_ Round 2__en.srt | 6.3 KB |
| 02 - Machine Learning 101/009 Section Review.mp4 | 2.2 MB |
| 02 - Machine Learning 101/009 Section Review__en.srt | 2.2 KB |
| 02 - Machine Learning 101/010 Monthly Coding Challenges, Free Resources and Guides.html | 1.6 KB |
| 02 - Machine Learning 101/external-assets-links.txt | 123 B |
| 03 - Machine Learning and Data Science Framework/001 Section Overview.mp4 | 6.3 MB |
| 03 - Machine Learning and Data Science Framework/001 Section Overview__en.srt | 4.8 KB |
| 03 - Machine Learning and Data Science Framework/002 Introducing Our Framework.mp4 | 4.2 MB |
| 03 - Machine Learning and Data Science Framework/002 Introducing Our Framework__en.srt | 3.7 KB |
| 03 - Machine Learning and Data Science Framework/003 6 Step Machine Learning Framework.mp4 | 23.4 MB |
| 03 - Machine Learning and Data Science Framework/003 6 Step Machine Learning Framework__en.srt | 6.9 KB |
| 03 - Machine Learning and Data Science Framework/004 Types of Machine Learning Problems.mp4 | 21 MB |
| 03 - Machine Learning and Data Science Framework/004 Types of Machine Learning Problems__en.srt | 14.5 KB |
| 03 - Machine Learning and Data Science Framework/005 Types of Data.mp4 | 20 MB |
| 03 - Machine Learning and Data Science Framework/005 Types of Data__en.srt | 6.5 KB |
| 03 - Machine Learning and Data Science Framework/006 Types of Evaluation.mp4 | 6.5 MB |
| 03 - Machine Learning and Data Science Framework/006 Types of Evaluation__en.srt | 4.6 KB |
| 03 - Machine Learning and Data Science Framework/007 Features In Data.mp4 | 14.8 MB |
| 03 - Machine Learning and Data Science Framework/007 Features In Data__en.srt | 6.9 KB |
| 03 - Machine Learning and Data Science Framework/008 Modelling - Splitting Data.mp4 | 11.3 MB |
| 03 - Machine Learning and Data Science Framework/008 Modelling - Splitting Data__en.srt | 7.8 KB |
| 03 - Machine Learning and Data Science Framework/009 Modelling - Picking the Model.mp4 | 8.7 MB |
| 03 - Machine Learning and Data Science Framework/009 Modelling - Picking the Model__en.srt | 6.2 KB |
| 03 - Machine Learning and Data Science Framework/010 Modelling - Tuning.mp4 | 16 MB |
| 03 - Machine Learning and Data Science Framework/010 Modelling - Tuning__en.srt | 5.1 KB |
| 03 - Machine Learning and Data Science Framework/011 Modelling - Comparison.mp4 | 18.2 MB |
| 03 - Machine Learning and Data Science Framework/011 Modelling - Comparison__en.srt | 13.3 KB |
| 03 - Machine Learning and Data Science Framework/012 Overfitting and Underfitting Definitions.html | 1.9 KB |
| 03 - Machine Learning and Data Science Framework/013 Experimentation.mp4 | 11.5 MB |
| 03 - Machine Learning and Data Science Framework/013 Experimentation__en.srt | 5.1 KB |
| 03 - Machine Learning and Data Science Framework/014 Tools We Will Use.mp4 | 12.9 MB |
| 03 - Machine Learning and Data Science Framework/014 Tools We Will Use__en.srt | 6.1 KB |
| 03 - Machine Learning and Data Science Framework/015 Optional_ Elements of AI.html | 975 B |
| 03 - Machine Learning and Data Science Framework/external-assets-links.txt | 154 B |
| 04 - The 2 Paths/001 The 2 Paths.mp4 | 4.3 MB |
| 04 - The 2 Paths/001 The 2 Paths__en.srt | 4.7 KB |
| 04 - The 2 Paths/002 Python + Machine Learning Monthly.html | 917 B |
| 04 - The 2 Paths/003 Endorsements On LinkedIN.html | 2.1 KB |
| 05 - Data Science Environment Setup/001 Section Overview.mp4 | 1.9 MB |
| 05 - Data Science Environment Setup/001 Section Overview__en.srt | 2 KB |
| 05 - Data Science Environment Setup/002 Introducing Our Tools.mp4 | 19.3 MB |
| 05 - Data Science Environment Setup/002 Introducing Our Tools__en.srt | 4.5 KB |
| 05 - Data Science Environment Setup/003 What is Conda_.mp4 | 12.5 MB |
| 05 - Data Science Environment Setup/003 What is Conda___en.srt | 3.5 KB |
| 05 - Data Science Environment Setup/004 Conda Environments.mp4 | 14.6 MB |
| 05 - Data Science Environment Setup/004 Conda Environments__en.srt | 6.2 KB |
| 05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 | 139.6 MB |
| 05 - Data Science Environment Setup/005 Mac Environment Setup__en.srt | 25.8 KB |
| 05 - Data Science Environment Setup/006 Mac Environment Setup 2.mp4 | 122.2 MB |
| 05 - Data Science Environment Setup/006 Mac Environment Setup 2__en.srt | 21.7 KB |
| 05 - Data Science Environment Setup/007 Windows Environment Setup.mp4 | 32.9 MB |
| 05 - Data Science Environment Setup/007 Windows Environment Setup__en.srt | 7.9 KB |
| 05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 | 190.9 MB |
| 05 - Data Science Environment Setup/008 Windows Environment Setup 2__en.srt | 33.3 KB |
| 05 - Data Science Environment Setup/009 Linux Environment Setup.html | 1 KB |
| 05 - Data Science Environment Setup/010 Sharing your Conda Environment.html | 2.4 KB |
| 05 - Data Science Environment Setup/011 Jupyter Notebook Walkthrough.mp4 | 56.8 MB |
| 05 - Data Science Environment Setup/011 Jupyter Notebook Walkthrough__en.srt | 15.8 KB |
| 05 - Data Science Environment Setup/012 Jupyter Notebook Walkthrough 2.mp4 | 87.6 MB |
| 05 - Data Science Environment Setup/012 Jupyter Notebook Walkthrough 2__en.srt | 22.7 KB |
| 05 - Data Science Environment Setup/013 Jupyter Notebook Walkthrough 3.mp4 | 69.7 MB |
| 05 - Data Science Environment Setup/013 Jupyter Notebook Walkthrough 3__en.srt | 12 KB |
| 05 - Data Science Environment Setup/21708590-conda-cheatsheet.pdf | 201.3 KB |
| 05 - Data Science Environment Setup/21892866-heart-disease.csv | 11.1 KB |
| 05 - Data Science Environment Setup/22591460-6-step-ml-framework.png | 324.2 KB |
| 05 - Data Science Environment Setup/external-assets-links.txt | 857 B |
| 06 - Pandas_ Data Analysis/001 Section Overview.mp4 | 3.6 MB |
| 06 - Pandas_ Data Analysis/001 Section Overview__en.srt | 3.7 KB |
| 06 - Pandas_ Data Analysis/002 Downloading Workbooks and Assignments.html | 967 B |
| 06 - Pandas_ Data Analysis/003 Pandas Introduction.mp4 | 11.1 MB |
| 06 - Pandas_ Data Analysis/003 Pandas Introduction__en.srt | 7 KB |
| 06 - Pandas_ Data Analysis/004 Series, Data Frames and CSVs.mp4 | 91.1 MB |
| 06 - Pandas_ Data Analysis/004 Series, Data Frames and CSVs__en.srt | 18.4 KB |
| 06 - Pandas_ Data Analysis/005 Data from URLs.html | 1.1 KB |
| 06 - Pandas_ Data Analysis/006 Describing Data with Pandas.mp4 | 51.2 MB |