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

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

Name	[FreeTutorials.Us] [UDEMY] Build an NBA Fantasy Projection Model in Python with Pandas [FTU]	DOWNLOAD Copy Link
Total Size	2.3 GB
Total Files	153
Hash	1DD14E7E3CC63D0CE5C7EA47B429BF52353A0553

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4. (FTUApps.com) Download Cracked Developers Applications For Free.url	0.2 KB
How you can help Team-FTU.txt	0.2 KB
/1. Introduction/
1. Course Intro.mp4	47.8 MB
1. Course Intro.vtt	8.2 KB
2. Installation.mp4	22.8 MB
2. Installation.vtt	4.6 KB
3. Virtual Environments.mp4	25.9 MB
3. Virtual Environments.vtt	4.6 KB
4. Modules & Packages.mp4	43.3 MB
4. Modules & Packages.vtt	5.7 KB
5. Resources.html	0.1 KB
5.1 Cleaning the Glass.html	0.1 KB
5.2 Homebrew.html	0.1 KB
5.3 Github.html	0.1 KB
5.4 Xcode.html	0.1 KB
5.5 Pyenv.html	0.1 KB
/2. Jupyter Notebook/
1. Setting Up Jupyter Notebook.mp4	30.8 MB
1. Setting Up Jupyter Notebook.vtt	6.9 KB
2. Cell Types & Kernels.mp4	20.2 MB
2. Cell Types & Kernels.vtt	4.5 KB
3. Running Code.mp4	19.6 MB
3. Running Code.vtt	4.3 KB
4. Resources.html	0.1 KB
4.1 Getting Started with Jupyter Notebook for Python.html	0.2 KB
4.2 Jupyter Notebook for Beginners.html	0.1 KB
4.3 Project Jupyter.html	0.1 KB
/3. Python Fundamentals/
1. Python Overview.mp4	3.0 MB
1. Python Overview.vtt	1.0 KB
10. Arrays.mp4	14.9 MB
10. Arrays.vtt	2.9 KB
11. Resources.html	0.1 KB
11.1 Python For Loops.html	0.1 KB
11.2 Data Science from Scratch First Principles with Python.html	0.1 KB
11.3 Automate the Boring Stuff with Python.html	0.1 KB
2. Importing Modules.mp4	16.5 MB
2. Importing Modules.vtt	3.3 KB
3. Printing.mp4	11.1 MB
3. Printing.vtt	2.2 KB
4. Variables & Raw Input.mp4	10.7 MB
4. Variables & Raw Input.vtt	2.2 KB
5. Lists.mp4	31.3 MB
5. Lists.vtt	5.8 KB
6. Dictionaries.mp4	19.3 MB
6. Dictionaries.vtt	3.3 KB
7. For Loops.mp4	24.7 MB
7. For Loops.vtt	5.1 KB
8. If Else Statements.mp4	29.7 MB
8. If Else Statements.vtt	6.5 KB
9. Functions.mp4	17.9 MB
9. Functions.vtt	3.4 KB
/4. Pandas Building Blocks/
1. Pandas Intro.mp4	14.0 MB
1. Pandas Intro.vtt	2.1 KB
10. Adding & Dropping Rows.mp4	45.9 MB
10. Adding & Dropping Rows.vtt	7.9 KB
11. Inplace Parameter.mp4	55.7 MB
11. Inplace Parameter.vtt	5.5 KB
12. Sorting Dataframes.mp4	58.3 MB
12. Sorting Dataframes.vtt	6.4 KB
13. Filtering Dataframes.mp4	96.5 MB
13. Filtering Dataframes.vtt	9.5 KB
14. Groupby.mp4	53.6 MB
14. Groupby.vtt	7.0 KB
15. Concatenate & Append.mp4	36.4 MB
15. Concatenate & Append.vtt	5.7 KB
16. Merging & Joining.mp4	93.7 MB
16. Merging & Joining.vtt	11.8 KB
17. Iterating Over Dataframes.mp4	18.4 MB
17. Iterating Over Dataframes.vtt	3.1 KB
18. Applying Functions.mp4	64.7 MB
18. Applying Functions.vtt	8.8 KB
19. Arrays.mp4	21.9 MB
19. Arrays.vtt	4.7 KB
2. Dataframes & Series.mp4	8.8 MB
2. Dataframes & Series.vtt	2.0 KB
20. Resources.html	0.1 KB
20.1 Join & Merge Pandas Dataframes - Chris Albon.html	0.1 KB
20.2 Using iloc, loc, & ix to select rows and columns in Pandas DataFrames.html	0.1 KB
20.3 A Quick Introduction to the “Pandas” Python Library.html	0.2 KB
20.4 Python Numpy Array Tutorial.html	0.1 KB
20.5 Dropping Rows of Data Using Pandas.html	0.1 KB
20.6 Intro to Pandas Data Structures.html	0.1 KB
20.7 Python Pandas Dataframes.html	0.1 KB
20.8 Selecting Subset of Data in Pandas - Ted Petrou.html	0.1 KB
3. Creating a Dataframe.mp4	41.9 MB
3. Creating a Dataframe.vtt	6.6 KB
4. Reading a CSV File.mp4	39.4 MB
4. Reading a CSV File.vtt	6.2 KB
5. Attributes & Methods.mp4	60.8 MB
5. Attributes & Methods.vtt	8.9 KB
6. Selecting Columns.mp4	49.1 MB
6. Selecting Columns.vtt	9.2 KB
7. Adding & Deleting Columns.mp4	83.8 MB
7. Adding & Deleting Columns.vtt	8.4 KB
8. Renaming Columns.mp4	28.1 MB
8. Renaming Columns.vtt	4.7 KB
9. Selecting Rows.mp4	32.3 MB
9. Selecting Rows.vtt	4.5 KB
/5. Building Our Model/
1. Projection Model Overview.mp4	25.2 MB
1. Projection Model Overview.vtt	5.2 KB
10. Player Comparison Function.mp4	80.2 MB
10. Player Comparison Function.vtt	11.1 KB
11. Projecting 2018-19 Season Stats.mp4	76.8 MB
11. Projecting 2018-19 Season Stats.vtt	10.4 KB
12. Resources.html	0.1 KB
12.1 A Quick Introduction to K-Nearest Neighbors Algorithm.html	0.2 KB
12.2 NBA Math FATS Model.html	0.1 KB
12.3 Tutorial K Nearest Neighbors in Python.html	0.1 KB
12.4 Comparing NBA Stars to their Statistical Contemporaries An Application of Machine Learning.html	0.2 KB
2. Cleaning NBA Data.mp4	53.6 MB
2. Cleaning NBA Data.vtt	10.5 KB
3. Normalizing Season Data.mp4	73.8 MB
3. Normalizing Season Data.vtt	10.9 KB
4. Player Distance Function.mp4	40.4 MB
4. Player Distance Function.vtt	7.0 KB
5. Find Player Function.mp4	45.6 MB
5. Find Player Function.vtt	5.5 KB
6. Calculating Player Similarity.mp4	66.9 MB
6. Calculating Player Similarity.vtt	9.2 KB
7. Comparing Multiple Players in a For Loop.mp4	28.6 MB
7. Comparing Multiple Players in a For Loop.vtt	4.3 KB
8. Weighting Stat Columns.mp4	72.9 MB
8. Weighting Stat Columns.vtt	13.4 KB
9. Weighted Avg. Using Multiple Players Next Season.mp4	46.5 MB
9. Weighted Avg. Using Multiple Players Next Season.vtt	7.6 KB
/6. Measuring Our Model/
1. Using RSME to Evaluate Our Model.mp4	79.1 MB
1. Using RSME to Evaluate Our Model.vtt	10.9 KB
2. Comparing to Competitors Pt. 1.mp4	65.7 MB
2. Comparing to Competitors Pt. 1.vtt	10.1 KB
3. Comparing to Competitors Pt. 2.mp4	41.9 MB
3. Comparing to Competitors Pt. 2.vtt	5.4 KB
4. Adjusting Variables.mp4	15.4 MB
4. Adjusting Variables.vtt	2.2 KB
5. Resources.html	0.1 KB
5.1 Python Machine Learning Tutorial Predicting Airbnb Prices.html	0.1 KB
/7. Winning Your Fantasy League/
1. Converting to Fantasy Points.mp4	52.0 MB
1. Converting to Fantasy Points.vtt	6.8 KB
2. Value Based Drafting.mp4	20.5 MB
2. Value Based Drafting.vtt	5.2 KB
3. Getting Our Baseline Numbers.mp4	62.8 MB
3. Getting Our Baseline Numbers.vtt	11.0 KB
4. Draft Preparation.mp4	69.7 MB
4. Draft Preparation.vtt	6.7 KB
5. Wrapping Up & Model Blind Spots.mp4	29.7 MB
5. Wrapping Up & Model Blind Spots.vtt	4.0 KB
6. Resources.html	0.1 KB
6.1 Value over replacement player.html	0.1 KB
6.2 Win Your Snake Draft Calculating “Value Over Replacement”.html	0.1 KB
6.3 Optimizing draft strategies in fantasy football.html	0.2 KB
6.4 The Principles of VBD Revisited.html	0.1 KB
Total files 153