Building, Evaluating, and Interpreting Models

Course Overview 1 Topic

Resource Folder 1 Topic

Unit 1 – Defining the Problem & Selecting Baseline Models 1 Topic

Unit 2 – Model Training & Cross-Validation 1 Topic

Unit 3 – Hyperparameter Tuning GridSearch, Random & Bayesian 1 Topic

Unit 4 – Multi-Model Comparison 1 Topic

Unit 5 – Predicting & Evaluation Metrics 1 Topic

Unit 6 – Visualizing Model Performance 1 Topic

Unit 7 – Cross-Validation & Final Model Selection 1 Topic

Unit 8 – Model Interpretation & Explainability 1 Topic

Unit 9 – Capstone Project 2 Topics