Level: Advanced — Author: Writix
Level: Advanced • Duration: 3 hours
Author: Writix
Have you ever noticed how Google News groups similar articles on a single topic? This course introduces you to unsupervised learning through clustering with the SciPy library in Python. You'll learn how to preprocess data and apply both hierarchical and k-means clustering techniques. Using player statistics from the popular FIFA 18 video game, you will gain practical experience in applying various clustering algorithms, visualizing the resulting clusters, and analyzing the outcomes.
Duration: 3 hours
XP Points: 350
Participants: 0
- Data enthusiasts looking to understand clustering techniques. - Aspiring data scientists wanting to enhance their Python skills. - Students interested in machine learning and data analysis. - Professionals seeking to apply clustering in real-world scenarios. - Game analysts looking to explore player statistics through data.