- Where: ISME-Bangalore
- When: Oct/Nov 2019
- Who: Anush Sankaran
Think ML - https://goodboyanush.github.io/
| Date | Topic | Slides | Notes |
|---|---|---|---|
| 11th October, 2019 | Intro to ML, Discovering ML Use Cases & ML in Business | slides | |
| 18th October, 2019 | Python- Hands On, Supervised Learning & Regression | slides | Code Ex 1 Code Ex 2 |
| 15th November, 2019 | Neural Network - 1, Neural Network -2 (Bias, Variance) & Hands ON | slides | Code Ex 3 Code Ex 4 |
| 22nd November, 2019 | Kernel Learning & SVM, Practical Advice for ML projects. | slides | Code Ex 5 |
| 22nd November, 2019 | Boosting, Decision Trees, Random Forest, & xgBoost | slides | Code Ex 6 |
| 27th November, 2019 | Unsupervised Learning, Clustering & Dimensionality Reduction | slides | |
| 27th November, 2019 | Time Series Data Analysis, Imputation & Prediction Systems | slides | |
| 27th November, 2019 | ML Use Cases from Products & Research | slides |
Multiple references are borrowed from different sources of internet and different other courses, and they have better slides! With huge respects to their slides, hard work, and efforts, I acknowledge them and only makes sense to reuse some part of their slides!