Udemy - Data Science For Sports - Sports Analytics And Visualization

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1017.6 MB
  • Uploaded Byfreecoursewb
  • Downloads25
  • Last checkedSep. 20th '24
  • Date uploadedSep. 19th '24
  • Seeders 3
  • Leechers11

Infohash : B04A21D96B2DF49C1AD035321F3CF373AC877B40

Data Science For Sports - Sports Analytics And Visualization

https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 919.00 MB | Duration: 1h 9m

Learn how to perform sports analytics and visualization using Python.

What you'll learn
Learn how to perform analysis of different kinds of sports data using the 2018 NFL season data.
Learn how to visualize sports statistics.
Learn how to create a sports field and visualize players on top of it.
Learn how to standardize sports data.

Requirements
Basic understanding of Python, Pandas and Matplotlib.

Files:

[ DevCourseWeb.com ] Udemy - Data Science For Sports - Sports Analytics And Visualization
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 - Welcome to the course.mp4 (22.1 MB)
    • 2 - About the datasets.mp4 (12.4 MB)
    2 - Working on the datasets
    • 3 - Analyzing the NFL games.mp4 (198.9 MB)
    • 4 - Knowing the NFL players.mp4 (165.4 MB)
    • 5 - Understanding the NFL plays.mp4 (55.6 MB)
      • Analyzing the NFL games
      • Analyzing the NFL games.ipynb (113.4 KB)
        • data
        • games.csv (10.2 KB)
        ipynb_checkpoints
        • Analyzing the NFL games-checkpoint.ipynb (113.4 KB)
        Knowing the NFL players
        • Knowing the NFL players.ipynb (128.4 KB)
          • data
          • players.csv (69.7 KB)
          images
          • player_positions.png (8.7 KB)
          ipynb_checkpoints
          • Knowing the NFL players-checkpoint.ipynb (128.4 KB)
          Understanding the NFL plays
          • Understanding the NFL plays.ipynb (14.3 KB)
            • data
            • plays.csv (4.7 MB)
            ipynb_checkpoints
            • Understanding the NFL plays-checkpoint.ipynb (14.3 KB)
            3 - Visualizing the sports field
            • 6 - Visualizing the American Football Field.mp4 (275.8 MB)
            • 7 - Adding Players onto the Field.mp4 (157.4 MB)
              • Adding Players onto the Field
              • Visualizing players onto the field.ipynb (120.9 KB)
                • data
                • week_data.csv (113.1 MB)
                ipynb_checkpoints
                • Visualizing players onto the field-checkpoint.ipynb (120.9 KB)
                Visualizing the American Football Field
                • Visualizing the American Football Field.ipynb (76.4 KB)
                  • images
                  • football_field_image.png (888.4 KB)
                  ipynb_checkpoints
                  • Visualizing the American Football Field-checkpoint.ipynb (76.4 KB)
                  4 - End of Course
                  • 8 - End of Course.mp4 (10.3 MB)
                  • 9 - Bonus Lecture.html (0.5 KB)
                  • Bonus Resources.txt (0.4 KB)

Code:

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