Foundations of Data Science: K-Means Clustering in Python
Completed by Dennis Sandrasagra
August 24, 2025
29 hours (approximately)
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What you will learn
Define and explain the key concepts of data clustering
Demonstrate understanding of the key constructs and features of the Python language.
Implement in Python the principle steps of the K-means algorithm.
Design and execute a whole data clustering workflow and interpret the outputs.
Skills you will gain
- Category: Pandas (Python Package)
- Category: Analytics
- Category: Machine Learning
- Category: Plot (Graphics)
- Category: Statistics
- Category: Data Literacy
- Category: NumPy
- Category: Data Visualization
- Category: Data Science
- Category: Machine Learning Algorithms
- Category: Data Manipulation
- Category: Descriptive Statistics
