The Nuts and Bolts of Machine Learning
Completed by Sepideh Kianfar
November 19, 2025
33 hours (approximately)
Sepideh Kianfar's account is verified. Coursera certifies their successful completion of The Nuts and Bolts of Machine Learning
What you will learn
Identify characteristics of the different types of machine learning
Prepare data for machine learning models
Build and evaluate supervised and unsupervised learning models using Python
Demonstrate proper model and metric selection for a machine learning algorithm
Skills you will gain
- Category: Model Optimization
- Category: Machine Learning Algorithms
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Feature Engineering
- Category: Performance Tuning
- Category: Classification Algorithms
- Category: Predictive Modeling
- Category: Analytics
- Category: Supervised Learning
- Category: Applied Machine Learning
- Category: Model Evaluation
