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Udemy | Build an NBA Fantasy Projection Model in P...
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Udemy | Build an NBA Fantasy Projection Model in Python with Pandas [FTU] Torrent content (File list)
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| 0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url 0.4 KB |
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| 1. Introduction/1. Course Intro.mp4 45.6 MB |
| 1. Introduction/1. Course Intro.vtt 8.0 KB |
| 1. Introduction/2. Installation.mp4 21.8 MB |
| 1. Introduction/2. Installation.vtt 4.5 KB |
| 1. Introduction/3. Virtual Environments.mp4 24.7 MB |
| 1. Introduction/3. Virtual Environments.vtt 4.5 KB |
| 1. Introduction/4. Modules & Packages.mp4 41.3 MB |
| 1. Introduction/4. Modules & Packages.vtt 5.5 KB |
| 1. Introduction/5. Resources.html 0.1 KB |
| 1. Introduction/5.1 Cleaning the Glass.html 0.1 KB |
| 1. Introduction/5.2 Homebrew.html 0.1 KB |
| 1. Introduction/5.3 Github.html 0.1 KB |
| 1. Introduction/5.4 Xcode.html 0.1 KB |
| 1. Introduction/5.5 Pyenv.html 0.1 KB |
| 2. Jupyter Notebook/1. Setting Up Jupyter Notebook.mp4 29.4 MB |
| 2. Jupyter Notebook/1. Setting Up Jupyter Notebook.vtt 6.7 KB |
| 2. Jupyter Notebook/2. Cell Types & Kernels.mp4 19.2 MB |
| 2. Jupyter Notebook/2. Cell Types & Kernels.vtt 4.4 KB |
| 2. Jupyter Notebook/3. Running Code.mp4 18.7 MB |
| 2. Jupyter Notebook/3. Running Code.vtt 4.2 KB |
| 2. Jupyter Notebook/4. Resources.html 0.1 KB |
| 2. Jupyter Notebook/4.1 Getting Started with Jupyter Notebook for Python.html 0.2 KB |
| 2. Jupyter Notebook/4.2 Jupyter Notebook for Beginners.html 0.1 KB |
| 2. Jupyter Notebook/4.3 Project Jupyter.html 0.1 KB |
| 3. Python Fundamentals/1. Python Overview.mp4 2.9 MB |
| 3. Python Fundamentals/1. Python Overview.vtt 1.0 KB |
| 3. Python Fundamentals/10. Arrays.mp4 14.2 MB |
| 3. Python Fundamentals/10. Arrays.vtt 2.8 KB |
| 3. Python Fundamentals/11. Resources.html 0.1 KB |
| 3. Python Fundamentals/11.1 Python For Loops.html 0.1 KB |
| 3. Python Fundamentals/11.2 Data Science from Scratch First Principles with Python.html 0.1 KB |
| 3. Python Fundamentals/11.3 Automate the Boring Stuff with Python.html 0.1 KB |
| 3. Python Fundamentals/2. Importing Modules.mp4 15.8 MB |
| 3. Python Fundamentals/2. Importing Modules.vtt 3.2 KB |
| 3. Python Fundamentals/3. Printing.mp4 10.6 MB |
| 3. Python Fundamentals/3. Printing.vtt 2.2 KB |
| 3. Python Fundamentals/4. Variables & Raw Input.mp4 10.2 MB |
| 3. Python Fundamentals/4. Variables & Raw Input.vtt 2.1 KB |
| 3. Python Fundamentals/5. Lists.mp4 29.8 MB |
| 3. Python Fundamentals/5. Lists.vtt 5.7 KB |
| 3. Python Fundamentals/6. Dictionaries.mp4 18.4 MB |
| 3. Python Fundamentals/6. Dictionaries.vtt 3.2 KB |
| 3. Python Fundamentals/7. For Loops.mp4 23.6 MB |
| 3. Python Fundamentals/7. For Loops.vtt 5.0 KB |
| 3. Python Fundamentals/8. If Else Statements.mp4 28.3 MB |
| 3. Python Fundamentals/8. If Else Statements.vtt 6.4 KB |
| 3. Python Fundamentals/9. Functions.mp4 17.0 MB |
| 3. Python Fundamentals/9. Functions.vtt 3.4 KB |
| 4. Pandas Building Blocks/1. Pandas Intro.mp4 13.3 MB |
| 4. Pandas Building Blocks/1. Pandas Intro.vtt 2.0 KB |
| 4. Pandas Building Blocks/10. Adding & Dropping Rows.mp4 43.8 MB |
| 4. Pandas Building Blocks/10. Adding & Dropping Rows.vtt 7.7 KB |
| 4. Pandas Building Blocks/11. Inplace Parameter.mp4 53.1 MB |
| 4. Pandas Building Blocks/11. Inplace Parameter.vtt 5.4 KB |
| 4. Pandas Building Blocks/12. Sorting Dataframes.mp4 55.6 MB |
| 4. Pandas Building Blocks/12. Sorting Dataframes.vtt 6.3 KB |
| 4. Pandas Building Blocks/13. Filtering Dataframes.mp4 92.0 MB |
| 4. Pandas Building Blocks/13. Filtering Dataframes.vtt 9.3 KB |
| 4. Pandas Building Blocks/14. Groupby.mp4 51.1 MB |
| 4. Pandas Building Blocks/14. Groupby.vtt 6.8 KB |
| 4. Pandas Building Blocks/15. Concatenate & Append.mp4 34.7 MB |
| 4. Pandas Building Blocks/15. Concatenate & Append.vtt 5.5 KB |
| 4. Pandas Building Blocks/16. Merging & Joining.mp4 89.4 MB |
| 4. Pandas Building Blocks/16. Merging & Joining.vtt 11.5 KB |
| 4. Pandas Building Blocks/17. Iterating Over Dataframes.mp4 17.5 MB |
| 4. Pandas Building Blocks/17. Iterating Over Dataframes.vtt 3.0 KB |
| 4. Pandas Building Blocks/18. Applying Functions.mp4 61.7 MB |
| 4. Pandas Building Blocks/18. Applying Functions.vtt 8.6 KB |
| 4. Pandas Building Blocks/19. Arrays.mp4 20.9 MB |
| 4. Pandas Building Blocks/19. Arrays.vtt 4.6 KB |
| 4. Pandas Building Blocks/2. Dataframes & Series.mp4 8.4 MB |
| 4. Pandas Building Blocks/2. Dataframes & Series.vtt 1.9 KB |
| 4. Pandas Building Blocks/20. Resources.html 0.1 KB |
| 4. Pandas Building Blocks/20.1 Join & Merge Pandas Dataframes - Chris Albon.html 0.1 KB |
| 4. Pandas Building Blocks/20.2 Using iloc, loc, & ix to select rows and columns in Pandas DataFrames.html 0.1 KB |
| 4. Pandas Building Blocks/20.3 A Quick Introduction to the “Pandas” Python Library.html 0.2 KB |
| 4. Pandas Building Blocks/20.4 Python Numpy Array Tutorial.html 0.1 KB |
| 4. Pandas Building Blocks/20.5 Dropping Rows of Data Using Pandas.html 0.1 KB |
| 4. Pandas Building Blocks/20.6 Intro to Pandas Data Structures.html 0.1 KB |
| 4. Pandas Building Blocks/20.7 Python Pandas Dataframes.html 0.1 KB |
| 4. Pandas Building Blocks/20.8 Selecting Subset of Data in Pandas - Ted Petrou.html 0.1 KB |
| 4. Pandas Building Blocks/3. Creating a Dataframe.mp4 40.0 MB |
| 4. Pandas Building Blocks/3. Creating a Dataframe.vtt 6.5 KB |
| 4. Pandas Building Blocks/4. Reading a CSV File.mp4 37.6 MB |
| 4. Pandas Building Blocks/4. Reading a CSV File.vtt 6.0 KB |
| 4. Pandas Building Blocks/5. Attributes & Methods.mp4 58.0 MB |
| 4. Pandas Building Blocks/5. Attributes & Methods.vtt 8.7 KB |
| 4. Pandas Building Blocks/6. Selecting Columns.mp4 46.8 MB |
| 4. Pandas Building Blocks/6. Selecting Columns.vtt 8.9 KB |
| 4. Pandas Building Blocks/7. Adding & Deleting Columns.mp4 79.9 MB |
| 4. Pandas Building Blocks/7. Adding & Deleting Columns.vtt 8.2 KB |
| 4. Pandas Building Blocks/8. Renaming Columns.mp4 26.8 MB |
| 4. Pandas Building Blocks/8. Renaming Columns.vtt 4.6 KB |
| 4. Pandas Building Blocks/9. Selecting Rows.mp4 30.8 MB |
| 4. Pandas Building Blocks/9. Selecting Rows.vtt 4.4 KB |
| 5. Building Our Model/1. Projection Model Overview.mp4 24.1 MB |
| 5. Building Our Model/1. Projection Model Overview.vtt 5.0 KB |
| 5. Building Our Model/10. Player Comparison Function.mp4 76.4 MB |
| 5. Building Our Model/10. Player Comparison Function.vtt 10.8 KB |
| 5. Building Our Model/11. Projecting 2018-19 Season Stats.mp4 73.2 MB |
| 5. Building Our Model/11. Projecting 2018-19 Season Stats.vtt 10.1 KB |
| 5. Building Our Model/12. Resources.html 0.1 KB |
| 5. Building Our Model/12.1 A Quick Introduction to K-Nearest Neighbors Algorithm.html 0.2 KB |
| 5. Building Our Model/12.2 NBA Math FATS Model.html 0.1 KB |
| 5. Building Our Model/12.3 Tutorial K Nearest Neighbors in Python.html 0.1 KB |
| 5. Building Our Model/12.4 Comparing NBA Stars to their Statistical Contemporaries An Application of Machine Learning.html 0.2 KB |
| 5. Building Our Model/2. Cleaning NBA Data.mp4 51.1 MB |
| 5. Building Our Model/2. Cleaning NBA Data.vtt 10.3 KB |
| 5. Building Our Model/3. Normalizing Season Data.mp4 70.3 MB |
| 5. Building Our Model/3. Normalizing Season Data.vtt 10.7 KB |
| 5. Building Our Model/4. Player Distance Function.mp4 38.6 MB |
| 5. Building Our Model/4. Player Distance Function.vtt 6.8 KB |
| 5. Building Our Model/5. Find Player Function.mp4 43.5 MB |
| 5. Building Our Model/5. Find Player Function.vtt 5.3 KB |
| 5. Building Our Model/6. Calculating Player Similarity.mp4 63.8 MB |
| 5. Building Our Model/6. Calculating Player Similarity.vtt 8.9 KB |
| 5. Building Our Model/7. Comparing Multiple Players in a For Loop.mp4 27.2 MB |
| 5. Building Our Model/7. Comparing Multiple Players in a For Loop.vtt 4.2 KB |
| 5. Building Our Model/8. Weighting Stat Columns.mp4 69.5 MB |
| 5. Building Our Model/8. Weighting Stat Columns.vtt 13.1 KB |
| 5. Building Our Model/9. Weighted Avg. Using Multiple Players Next Season.mp4 44.4 MB |
| 5. Building Our Model/9. Weighted Avg. Using Multiple Players Next Season.vtt 7.4 KB |
| 6. Measuring Our Model/1. Using RSME to Evaluate Our Model.mp4 75.4 MB |
| 6. Measuring Our Model/1. Using RSME to Evaluate Our Model.vtt 10.6 KB |
| 6. Measuring Our Model/2. Comparing to Competitors Pt. 1.mp4 62.7 MB |
| 6. Measuring Our Model/2. Comparing to Competitors Pt. 1.vtt 9.9 KB |
| 6. Measuring Our Model/3. Comparing to Competitors Pt. 2.mp4 39.9 MB |
| 6. Measuring Our Model/3. Comparing to Competitors Pt. 2.vtt 5.3 KB |
| 6. Measuring Our Model/4. Adjusting Variables.mp4 14.6 MB |
| 6. Measuring Our Model/4. Adjusting Variables.vtt 2.1 KB |
| 6. Measuring Our Model/5. Resources.html 0.1 KB |
| 6. Measuring Our Model/5.1 Python Machine Learning Tutorial Predicting Airbnb Prices.html 0.1 KB |
| 7. Winning Your Fantasy League/1. Converting to Fantasy Points.mp4 49.6 MB |
| 7. Winning Your Fantasy League/1. Converting to Fantasy Points.vtt 6.6 KB |
| 7. Winning Your Fantasy League/2. Value Based Drafting.mp4 19.6 MB |
| 7. Winning Your Fantasy League/2. Value Based Drafting.vtt 5.1 KB |
| 7. Winning Your Fantasy League/3. Getting Our Baseline Numbers.mp4 59.9 MB |
| 7. Winning Your Fantasy League/3. Getting Our Baseline Numbers.vtt 10.7 KB |
| 7. Winning Your Fantasy League/4. Draft Preparation.mp4 66.5 MB |
| 7. Winning Your Fantasy League/4. Draft Preparation.vtt 6.5 KB |
| 7. Winning Your Fantasy League/5. Wrapping Up & Model Blind Spots.mp4 28.4 MB |
| 7. Winning Your Fantasy League/5. Wrapping Up & Model Blind Spots.vtt 3.9 KB |
| 7. Winning Your Fantasy League/6. Resources.html 0.1 KB |
| 7. Winning Your Fantasy League/6.1 Value over replacement player.html 0.1 KB |
| 7. Winning Your Fantasy League/6.2 Win Your Snake Draft Calculating “Value Over Replacement”.html 0.1 KB |
| 7. Winning Your Fantasy League/6.3 Optimizing draft strategies in fantasy football.html 0.1 KB |
| 7. Winning Your Fantasy League/6.4 The Principles of VBD Revisited.html 0.1 KB |
- Torrent indexed: 5 years
- Torrent updated: Monday 23rd of September 2019 06:31:22 PM
- Torrent hash: 1DD14E7E3CC63D0CE5C7EA47B429BF52353A0553
- Torrent size: 2.2 GB
- Torrent category: Tutorials
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