[FreeTutorials.Us] [UDEMY] Build an NBA Fantasy Projection Model in Python with Pandas [FTU]

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0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url

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1. Introduction/1. Course Intro.mp4

46 MB

1. Introduction/1. Course Intro.vtt

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1. Introduction/2. Installation.mp4

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1. Introduction/2. Installation.vtt

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1. Introduction/3. Virtual Environments.mp4

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1. Introduction/3. Virtual Environments.vtt

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1. Introduction/4. Modules & Packages.mp4

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1. Introduction/4. Modules & Packages.vtt

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1. Introduction/5. Resources.html

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1. Introduction/5.1 Cleaning the Glass.html

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1. Introduction/5.2 Homebrew.html

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1. Introduction/5.3 Github.html

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1. Introduction/5.4 Xcode.html

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1. Introduction/5.5 Pyenv.html

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2. Jupyter Notebook/1. Setting Up Jupyter Notebook.mp4

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2. Jupyter Notebook/1. Setting Up Jupyter Notebook.vtt

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2. Jupyter Notebook/2. Cell Types & Kernels.mp4

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2. Jupyter Notebook/2. Cell Types & Kernels.vtt

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2. Jupyter Notebook/3. Running Code.mp4

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2. Jupyter Notebook/3. Running Code.vtt

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2. Jupyter Notebook/4. Resources.html

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2. Jupyter Notebook/4.1 Getting Started with Jupyter Notebook for Python.html

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2. Jupyter Notebook/4.2 Jupyter Notebook for Beginners.html

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2. Jupyter Notebook/4.3 Project Jupyter.html

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3. Python Fundamentals/1. Python Overview.mp4

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3. Python Fundamentals/1. Python Overview.vtt

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3. Python Fundamentals/10. Arrays.mp4

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3. Python Fundamentals/10. Arrays.vtt

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3. Python Fundamentals/11. Resources.html

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3. Python Fundamentals/11.1 Python For Loops.html

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3. Python Fundamentals/11.2 Data Science from Scratch First Principles with Python.html

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3. Python Fundamentals/11.3 Automate the Boring Stuff with Python.html

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3. Python Fundamentals/2. Importing Modules.mp4

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3. Python Fundamentals/2. Importing Modules.vtt

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3. Python Fundamentals/3. Printing.mp4

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3. Python Fundamentals/3. Printing.vtt

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3. Python Fundamentals/4. Variables & Raw Input.mp4

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3. Python Fundamentals/4. Variables & Raw Input.vtt

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3. Python Fundamentals/5. Lists.mp4

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3. Python Fundamentals/5. Lists.vtt

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3. Python Fundamentals/6. Dictionaries.mp4

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3. Python Fundamentals/6. Dictionaries.vtt

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3. Python Fundamentals/7. For Loops.mp4

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3. Python Fundamentals/7. For Loops.vtt

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3. Python Fundamentals/8. If Else Statements.mp4

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3. Python Fundamentals/8. If Else Statements.vtt

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3. Python Fundamentals/9. Functions.mp4

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3. Python Fundamentals/9. Functions.vtt

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4. Pandas Building Blocks/1. Pandas Intro.mp4

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4. Pandas Building Blocks/1. Pandas Intro.vtt

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4. Pandas Building Blocks/10. Adding & Dropping Rows.mp4

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4. Pandas Building Blocks/10. Adding & Dropping Rows.vtt

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4. Pandas Building Blocks/11. Inplace Parameter.mp4

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4. Pandas Building Blocks/11. Inplace Parameter.vtt

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4. Pandas Building Blocks/12. Sorting Dataframes.mp4

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4. Pandas Building Blocks/12. Sorting Dataframes.vtt

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4. Pandas Building Blocks/13. Filtering Dataframes.mp4

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4. Pandas Building Blocks/13. Filtering Dataframes.vtt

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4. Pandas Building Blocks/14. Groupby.mp4

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4. Pandas Building Blocks/14. Groupby.vtt

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4. Pandas Building Blocks/15. Concatenate & Append.mp4

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4. Pandas Building Blocks/15. Concatenate & Append.vtt

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4. Pandas Building Blocks/16. Merging & Joining.mp4

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4. Pandas Building Blocks/16. Merging & Joining.vtt

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4. Pandas Building Blocks/17. Iterating Over Dataframes.mp4

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4. Pandas Building Blocks/17. Iterating Over Dataframes.vtt

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4. Pandas Building Blocks/18. Applying Functions.mp4

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4. Pandas Building Blocks/18. Applying Functions.vtt

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4. Pandas Building Blocks/19. Arrays.mp4

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4. Pandas Building Blocks/19. Arrays.vtt

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4. Pandas Building Blocks/2. Dataframes & Series.mp4

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4. Pandas Building Blocks/2. Dataframes & Series.vtt

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4. Pandas Building Blocks/20. Resources.html

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4. Pandas Building Blocks/20.1 Join & Merge Pandas Dataframes - Chris Albon.html

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4. Pandas Building Blocks/20.2 Using iloc, loc, & ix to select rows and columns in Pandas DataFrames.html

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4. Pandas Building Blocks/20.3 A Quick Introduction to the “Pandas” Python Library.html

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4. Pandas Building Blocks/20.4 Python Numpy Array Tutorial.html

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4. Pandas Building Blocks/20.5 Dropping Rows of Data Using Pandas.html

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4. Pandas Building Blocks/20.6 Intro to Pandas Data Structures.html

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4. Pandas Building Blocks/20.7 Python Pandas Dataframes.html

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4. Pandas Building Blocks/20.8 Selecting Subset of Data in Pandas - Ted Petrou.html

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4. Pandas Building Blocks/3. Creating a Dataframe.mp4

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4. Pandas Building Blocks/3. Creating a Dataframe.vtt

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4. Pandas Building Blocks/4. Reading a CSV File.mp4

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4. Pandas Building Blocks/4. Reading a CSV File.vtt

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4. Pandas Building Blocks/5. Attributes & Methods.mp4

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4. Pandas Building Blocks/5. Attributes & Methods.vtt

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4. Pandas Building Blocks/6. Selecting Columns.mp4

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4. Pandas Building Blocks/6. Selecting Columns.vtt

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4. Pandas Building Blocks/7. Adding & Deleting Columns.mp4

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4. Pandas Building Blocks/7. Adding & Deleting Columns.vtt

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4. Pandas Building Blocks/8. Renaming Columns.mp4

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4. Pandas Building Blocks/8. Renaming Columns.vtt

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4. Pandas Building Blocks/9. Selecting Rows.mp4

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4. Pandas Building Blocks/9. Selecting Rows.vtt

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5. Building Our Model/1. Projection Model Overview.mp4

24 MB

5. Building Our Model/1. Projection Model Overview.vtt

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5. Building Our Model/10. Player Comparison Function.mp4

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5. Building Our Model/10. Player Comparison Function.vtt

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5. Building Our Model/11. Projecting 2018-19 Season Stats.mp4

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5. Building Our Model/11. Projecting 2018-19 Season Stats.vtt

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5. Building Our Model/12. Resources.html

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5. Building Our Model/12.1 A Quick Introduction to K-Nearest Neighbors Algorithm.html

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5. Building Our Model/12.2 NBA Math FATS Model.html

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5. Building Our Model/12.3 Tutorial K Nearest Neighbors in Python.html

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5. Building Our Model/12.4 Comparing NBA Stars to their Statistical Contemporaries An Application of Machine Learning.html

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5. Building Our Model/2. Cleaning NBA Data.mp4

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5. Building Our Model/2. Cleaning NBA Data.vtt

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5. Building Our Model/3. Normalizing Season Data.mp4

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5. Building Our Model/3. Normalizing Season Data.vtt

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5. Building Our Model/4. Player Distance Function.mp4

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5. Building Our Model/4. Player Distance Function.vtt

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5. Building Our Model/5. Find Player Function.mp4

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5. Building Our Model/5. Find Player Function.vtt

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5. Building Our Model/6. Calculating Player Similarity.mp4

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5. Building Our Model/6. Calculating Player Similarity.vtt

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5. Building Our Model/7. Comparing Multiple Players in a For Loop.mp4

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5. Building Our Model/7. Comparing Multiple Players in a For Loop.vtt

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5. Building Our Model/8. Weighting Stat Columns.mp4

70 MB

5. Building Our Model/8. Weighting Stat Columns.vtt

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5. Building Our Model/9. Weighted Avg. Using Multiple Players Next Season.mp4

44 MB

5. Building Our Model/9. Weighted Avg. Using Multiple Players Next Season.vtt

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6. Measuring Our Model/1. Using RSME to Evaluate Our Model.mp4

75 MB

6. Measuring Our Model/1. Using RSME to Evaluate Our Model.vtt

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6. Measuring Our Model/2. Comparing to Competitors Pt. 1.mp4

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6. Measuring Our Model/2. Comparing to Competitors Pt. 1.vtt

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6. Measuring Our Model/3. Comparing to Competitors Pt. 2.mp4

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6. Measuring Our Model/3. Comparing to Competitors Pt. 2.vtt

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6. Measuring Our Model/4. Adjusting Variables.mp4

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6. Measuring Our Model/4. Adjusting Variables.vtt

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6. Measuring Our Model/5. Resources.html

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6. Measuring Our Model/5.1 Python Machine Learning Tutorial Predicting Airbnb Prices.html

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7. Winning Your Fantasy League/1. Converting to Fantasy Points.mp4

50 MB

7. Winning Your Fantasy League/1. Converting to Fantasy Points.vtt

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7. Winning Your Fantasy League/2. Value Based Drafting.mp4

20 MB

7. Winning Your Fantasy League/2. Value Based Drafting.vtt

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7. Winning Your Fantasy League/3. Getting Our Baseline Numbers.mp4

60 MB

7. Winning Your Fantasy League/3. Getting Our Baseline Numbers.vtt

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7. Winning Your Fantasy League/4. Draft Preparation.mp4

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7. Winning Your Fantasy League/4. Draft Preparation.vtt

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7. Winning Your Fantasy League/5. Wrapping Up & Model Blind Spots.mp4

28 MB

7. Winning Your Fantasy League/5. Wrapping Up & Model Blind Spots.vtt

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7. Winning Your Fantasy League/6. Resources.html

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7. Winning Your Fantasy League/6.1 Value over replacement player.html

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7. Winning Your Fantasy League/6.2 Win Your Snake Draft Calculating “Value Over Replacement”.html

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7. Winning Your Fantasy League/6.3 Optimizing draft strategies in fantasy football.html

152 B

7. Winning Your Fantasy League/6.4 The Principles of VBD Revisited.html

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