Udemy – AI Football Prediction with Python & Machine Learning 2025-4

Udemy – AI Football Prediction with Python & Machine Learning 2025-4 Downloadly IRSpace

Aug 17, 2025 - 02:20 Updated: Aug 19, 2025 - 14:16

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Udemy – AI Football Prediction with Python & Machine Learning 2025-4

AI Football Prediction with Python & Machine Learning is a course on building prediction models for football matches using Python and machine learning published by Udemy Online Academy. This is a hands-on course designed for data science and sports analytics enthusiasts who want to learn how to build prediction models for football matches using Python and machine learning. The course guides learners through the entire workflow of a real-world AI prediction system – from data collection and feature engineering to model selection, training, evaluation, and prediction deployment. Whether you are a football fan, developer, or an aspiring data scientist, this course combines sports insight with technical depth in a practical and engaging way.

Key points include collecting and cleaning football match data, examining features such as team performance, player statistics and historical results, building classification and regression models to predict outcomes such as match result or goal difference, evaluating model performance using precision, accuracy, recall and confusion matrices, implementing cross-validation techniques and hyperparameter tuning, visualizing trends and prediction outputs, creating a prediction API or simple user interface for deployment and learning about the limitations and ethical aspects of prediction models in sports.

What you will learn in AI Football Prediction with Python & Machine Learning:

Build a complete AI model to predict football results and enhance your data science portfolio.
Master popular technologies: Python, Pandas, Psychic-Learn, Flask, and more.
After this course, you will be able to apply forecasting techniques to any sport or industry.
Develop a fully interactive Flask web application, ready to deploy or showcase in your projects.
Sharpen your data science and machine learning skills to become a freelancer or find a job.
Learn and apply best practices used by professional data scientists and developers.
And…

Course specifications

Publisher: Udemy
Instructors: Gaël Menou
Language: English
Level: Introductory to Advanced
Number of Lessons: 67
Duration: 3 hours and 11 minutes

Course topics

AI Football Prediction with Python & Machine Learning Content

AI Football Prediction with Python & Machine Learning Prerequisites

Basic knowledge of Python (variables, loops, functions).
A computer with an internet connection (Windows, Mac, or Linux).
Motivation to learn by working on practical, real-world projects.