| Lecture No. | View(Online) |
|---|---|
| Lecture 1 | View Online |
| Lecture 2 | View Online |
| Lecture 3 | View Online |
| Lecture 4 | View Online |
| Lecture 5 | View Online |
| Lecture 6 | View Online |
| Lecture 7 | View Online |
| Lecture 8 | View Online |
| Lecture 9 | View Online |
| Lecture 10 | View Online |
| Lecture 11 | View Online |
| Lecture 12 | View Online |
| Lecture 13 | View Online |
| Lecture 14 | View Online |
| Lecture 15 | View Online |
| Lecture 16 | View Online |
| Lecture 17 | View Online |
| Lecture 18 | View Online |
| Lab | Topic | View |
|---|---|---|
| Lab-I | Mini Shell(with forking) | View Online |
| Lab-II | Thread Programming | View Online |
| Lab-III | Semaphores & Thread Programming | View Online |
| Lecture No. | Topic | View(Online) |
|---|---|---|
| Lecture 1 | Linear Algebra | View Online |
| Lecture 2 | Optimisation | View Online |
| Lecture 3 | Linear Regression-1 | View Online |
| Lecture 4 | Linear Regression-2 | View Online |
| Lecture 5 | Logistic Regression | View Online |
| Lecture 6 | Ensemble | View Online |
| Lecture 7 | Decision Tree Classifier | View Online |
| Lecture 8 | Boosting Math | View Online |
| Lecture 9 | Gradient Boosting Hand Tracing | View Online |
| Lecture 10 | Gradient Boosting Example | View Online |
| Lecture 11 | Boosting Hand Tracing-I | View Online |
| Lecture 12 | Boosting Hand Tracing-II | View Online |
| Lecture 13 | Constrained Optimisation | View Online |
| Lecture 14 | SVM | View Online |
| Lecture 15 | Mid-Sem Revision | View Online |
| Lecture 16 | Clustering | View Online |
| Lecture 17 | K-Means Matrix | View Online |
| Lecture 18 | PCA-LDA | View Online |
| Lecture 19 | MLE-MAP | View Online |
| Lecture 20 | Spectral Clustering Introdction | View Online |
| Lecture 21 | Expectation Maximization | View Online |
| Lecture 22 | Multivariate Probability Distributions | View Online |
| Lecture No. | Topic | View(Online) |
|---|---|---|
| Lecture 1 | Introduction to Databases | View Online |
| Lecture 2 | Mathematical Preliminaries | View Online |
| Lecture 3 | Relational Data Model | View Online |
| Lecture 4 | Database Structuring and Querying with SQL | View Online |
| Lecture 5 | Database Indexing | View Online |
| Lecture 6 | Database Normalization | View Online |
| Lecture 7 | Query Optimization | View Online |
| Lecture 8 | Transaction Processing | View Online |
| Lab | Topic | View(Online) |
|---|---|---|
| Lab 0 | MySQL - Getting Ready | View Online |
| Lab I | MySQL - Data Definition | View Online |
| Lab II | MySQL - Data Manipulation | View Online |
| Lab III | MySQL - Advanced Features | View Online |
| Lab IV | MySQL - Integrity Control | View Online |
| Lab V | MongoDB | View Online |
| Lab VI | MySQL - Professional Coding | View Online |