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Data Analysis Project with Python - Football Data Analysis
Data Analysis Project with Python - Football Data Analysis
The PyCoach
1 год назад
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🔥 Black Friday Deal: Join My Python for Data Science Bootcamp at $9.99
https://www.udemy.com/course/python-for-data-science-bootcamp-2022-from-zero-to-hero/?couponCode=DFF972790620A8346620
In this video we'll solve a Python project where we use different data analysis and data science techniques. This is a complete football data analysis project where we'll predict the FIFA World Cup from scratch.
🔗 Link for world cups 1930-2018:
https://en.wikipedia.org/wiki/2014_FIFA_World_Cup
🔗 Link for world cup 2022 (with data before starting the World Cup) :
https://web.archive.org/web/20221115040351/https://en.wikipedia.org/wiki/2022_FIFA_World_Cup
👨🏻💻 Code/Dataset used in this video:
https://github.com/ifrankandrade/fifa-world-cup-2022-prediction
🔗 Link datasets (2nd options):
https://drive.google.com/drive/folders/15BeVs7h0zDFHNSmZ0Zwyb92uL5L6woXL?usp=share_link
🔗 Step-by-step guide to get the missing data:
https://medium.com/geekculture/how-to-collect-data-for-a-data-science-project-with-python-in-3-steps-40effa214aea
🔥 Join My Automation Course in Python:
https://www.udemy.com/course/automate-your-life-with-python/?referralCode=7FA8B361D7A92B03A8C3
🔥 8-hour Web Scraping Course in Python:
https://www.udemy.com/course/web-scraping-course-in-python-bs4-selenium-and-scrapy/?referralCode=291C4D7FF6F683531933
💰 Make money using your Programming & Data Science skills:
https://codelessearnmore.teachable.com/p/make-extra-income-writing-as-a-programmer-or-data-scientist
✅ Follow me on Medium:
https://frank-andrade.medium.com/
--------------------
Content:
0:00 Intro
0:45 Extracting tables from groups A-H
17:10 Extracting football matches
48:16 Data cleaning and transformation
01:18:43 Building the model
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