Data Analysis Project with Python - Football Data Analysis

Data Analysis Project with Python - Football Data Analysis

The PyCoach

1 год назад

55,675 Просмотров

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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

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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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