The Nuts and Bolts of Machine Learning
Completed by João Costa de Abreu
March 25, 2026
33 hours (approximately)
João Costa de Abreu'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: Python Programming
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Model Evaluation
- Category: Decision Tree Learning
- Category: Model Optimization
- Category: Predictive Modeling
- Category: Analytics
- Category: Statistical Machine Learning
- Category: Feature Engineering
- Category: Random Forest Algorithm
- Category: Machine Learning
