Udemy – Introduction to Machine Learning in Sports Predictions 2025-6

Introduction to Machine Learning in Sports Predictions. This course provides a comprehensive introduction to the application of artificial intelligence in sports analytics. It is suitable for data scientists, sports analysts, and betting enthusiasts who want to use machine learning to predict match outcomes, player performance, and seasonal trends. The course content includes key machine learning concepts and implementation methods in the sports domain, applicable to all sports disciplines. Participants will be introduced to the full cycle of developing predictive models and will experience a practical case study of NBA game predictions. This hands-on project will allow them to directly apply the knowledge gained to building their own applications. This course provides a good path to enter the world of sports prediction using data-driven techniques.

What you will learn

• Machine learning principles and their application in sports prediction.
• Sports data collection, cleaning, and preprocessing techniques.
• Strategies for building and evaluating predictive models with real-world sports data.
• High-level machine learning concepts, ideas, and general workflows for all sports.
• Preparing for a series of upcoming courses for predictions in various sports.
• A case study for predicting NBA games, where the trained model can be directly applied to build your own app.

This course is suitable for people who:

• Anyone interested in real-world machine learning.
• Anyone interested in the applications of machine learning in sports.
• Anyone interested in improving sports betting.
• Anyone interested in building a sports betting app.
• Anyone interested in developing predictive models for NBA games.

Course details Introduction to Machine Learning in Sports Predictions

• Publisher:  Udemy
• Instructor:  Dan He
• Training level: Beginner to advanced
• Training duration: 2 hours and 40 minutes
• Number of lessons: 13

Course headings

Prerequisites for the Introduction to Machine Learning in Sports Predictions course

• Basic Machine Learning knowledge
• Just need to know python

Course images

Sample course video

Download link

Download Part 1 – 1 GB

Download Part 2 – 349 MB

File(s) password: www.downloadly.ir

File size

1.3 GB