Workshops Agenda

Join us on any of the following dates
— Feb 16^th – Feb 20^th
— Mar 2^nd – Mar 6^th

February 17^th

Workshop 1: Getting Started with Weka and Regression Basics

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Overview of Weka’s interface and capabilities.
Introduction to regression problems and their applications.
Importing datasets and exploring their properties in Weka.

February 18^th

Workshop 2: Data Preprocessing for Regression

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Handling missing values and noisy data.
Normalization and standardization techniques.
Attribute selection and feature engineering using Weka filters.

February 19^th

Workshop 3: Regression Algorithms in Weka

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Overview of regression algorithms.
Practical implementation of algorithms in Weka.
Comparative evaluation of algorithms on sample datasets.

February 20^th

Workshop 4: Model Evaluation and Performance Metrics

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Understanding regression-specific metrics.
Cross-validation and train-test split methods.
Interpreting results and comparing model performance.

February 23^rd

Workshop 5: Hyperparameter Tuning for Regression Models

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Overview of hyperparameters for common regression algorithms.
Grid search and other parameter optimization techniques in Weka.

February 24^th

Workshop 6: Case Studies and Applications

Research Building, 2nd Floor, R2 S-02

Morning: 10:00 AM – 11:00 AM
Afternoon: 2:00 PM – 3:00 PM

Solving a real-world regression problem.
End-to-end demonstration: preprocessing, model building, evaluation, and interpretation.