Lab Sessions for 10-weeks: Python

Welcome to Python Labs

🔹 Week 1: Data Loading, Inspection, and Preparation
Example Codes-Wk1
🔹 Week 2: Data Cleaning, Transformation, and Feature Wrangling
Example Codes-Wk2
🔹 Week 3: Exploratory Analysis and KPI Engineering
Example Codes-Wk3
🔹 Week 4: Feature Engineering for Supervised Models
Example Codes-Wk4
🔹 Week 5: Data Splitting, Scaling, and Preprocessing Pipelines
Example Codes-Wk5
🔹 Week 6: Supervised Learning Model Building
Example Codes-Wk6
🔹 Week 7: Model Evaluation and Comparison
Example Codes-Wk7
🔹 Week 8: Model Tuning, Explainability, and Optimization
Example Codes-Wk8
🔹 Week 9: Unsupervised Learning and Time Series
Example Codes-Wk9
🔹 Week 10: Deployment, Automation, and Reporting
Example Codes-Wk10
Python Lab Practice Summary