Foundations of Data Science: K-Means Clustering in Python
Completed by Mikołaj Józef Mężyk
May 4, 2022
29 hours (approximately)
Mikołaj Józef Mężyk'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 Science
- Category: Statistics
- Category: Data Processing
- Category: Unsupervised Learning
- Category: Data Visualization
- Category: Data Manipulation
- Category: Machine Learning Algorithms
- Category: Pandas (Python Package)
- Category: Python Programming
- Category: Data Literacy
- Category: NumPy
- Category: Descriptive Statistics
