Foundations of Data Science: K-Means Clustering in Python
Completed by Olena Rybets
June 24, 2025
29 hours (approximately)
Olena Rybets's account is verified. Coursera certifies their successful completion of Foundations of Data Science: K-Means Clustering in Python
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: Data Visualization
- Category: Unsupervised Learning
- Category: Pandas (Python Package)
- Category: NumPy
- Category: Machine Learning Algorithms
- Category: Data Manipulation
- Category: Descriptive Statistics
- Category: Data Science
- Category: Data Processing
- Category: Analytics
- Category: Plot (Graphics)
- Category: Statistics
