Machine Learning with Python: Build & Optimize
Completed by Achini Ovitigala
February 16, 2026
9 hours (approximately)
Achini Ovitigala's account is verified. Coursera certifies their successful completion of Machine Learning with Python: Build & Optimize
What you will learn
Prepare and visualize datasets using NumPy, Pandas, Matplotlib, and scikit-learn preprocessing pipelines.
Build and evaluate regression, classification, ensemble, and clustering models using Python.
Apply PCA and hyperparameter tuning to reduce dimensions and optimize machine learning model performance.
Skills you will gain
- Category: Machine Learning
- Category: Python Programming
- Category: Pandas (Python Package)
- Category: Data Science
- Category: Regression Analysis
- Category: Data Preprocessing
- Category: NumPy
- Category: Dimensionality Reduction
- Category: Model Evaluation
- Category: Matplotlib
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
