About LearnOva
LearnOva is our flagship learning program that provides a structured path to mastering Machine Learning and Data Analytics. The curriculum is designed to build your skills progressively, from foundational concepts to advanced applications.
Semester 1 (August 2025 – November 2025)
Week | Date | Topic |
---|---|---|
Week 1 | Aug 6 | Introduction to Machine Learning and Python Setup |
Week 2 | Aug 13 | Data Exploration and Cleaning Basics |
Week 3 | Aug 20 | Feature Engineering Fundamentals |
Week 4 | Aug 27 | Supervised Learning – Linear Regression Basics |
Week 5 | Sep 3 | Supervised Learning – Classification with Logistic Regression |
Week 6 | Sep 10 | Model Evaluation and Validation Techniques |
Week 7 | Sep 17 | Unsupervised Learning – Clustering for Insights |
Recess Week | Sep 24 | Break |
Week 8 | Oct 1 | Text Analysis with NLP Basics |
Week 9 | Oct 8 | Ensemble Methods for Robust Predictions |
Week 10 | Oct 15 | Open-Sourcing and Contributing to GSoC |
Week 11 | Oct 22 | Deploying ML Models with API Integration |
Week 12 | Oct 29 | Mini-Project – End-to-End ML Pipeline |