This repository is intended to provide my Artificial intelligence journey with INSTANT Software solution.
| Session | Topic | Date |
|---|---|---|
| (1) | Introduction | Jul 24, 2022 |
| (2) | Git/GitHub | Jul 27, 2022 |
| (3) | Python Basics (1) | Jul 31, 2022 |
| (4) | Python Basics (2) | Aug 3 , 2022 |
| (5) | Python Basics (3) | Data structure (1) | Aug 7 , 2022 |
| (6) | Data structures (2) | Aug 10 , 2022 |
| (7) | Object-oriented programming (1) | Aug 14 , 2022 |
| (8) | Object-oriented programming (2) | Aug 17 , 2022 |
| (9) | Revision (1) | Project (1) | Aug 21 , 2022 |
| (10) | Software Engineering | Aug 24 , 2022 |
| (11) | AI Pipeline | Regular expression | Aug 28 , 2022 |
| (12) | Web scraping (1) | Aug 31 , 2022 |
| (13) | Revision (2) | Sep 3 , 2022 |
| (14) | Web scraping (2) | Sep 4 , 2022 |
| (15) | Revision (3) | Project (2) | Sep 7 , 2022 |
| Session | Topic | Date |
|---|---|---|
| (1) | Introduction | Linear Algebra | Sep 11 , 2022 |
| (2) | Statistics and Probability (1) | Sep 14 , 2022 |
| (3) | Statistics and Probability (2) | Sep 18 , 2022 |
| (4) | Calculus | Sep 28 , 2022 |
| Session | Topic | Date |
|---|---|---|
| (1) | NumPy (1) | Oct 2 , 2022 |
| (2) | NumPy (2) | Oct 5 , 2022 |
| (3) | Pandas (1) | Oct 9 , 2022 |
| (4) | Revision (1) | Pandas | Oct 12 , 2022 |
| (5) | Pandas (2) | Oct 16 , 2022 |
| (6) | Pandas (3) | Matplotlib (1) | Oct 23 , 2022 |
| (7) | Revision (2) | Matplotlib (2) | Oct 30 , 2022 |
| (8) | Seaborn | Nov 2 , 2022 |
| (9) | OpenCV | Nov 6 , 2022 |
| (10) | Q/A | Nov 9 , 2022 |
| Session | Topic | Date |
|---|---|---|
| (1) | ML Introduction | Nov 20 , 2022 |
| (2) | Model Evaluation and Validation | Nov 27 , 2022 |
| (3) | Linear Regression | Nov 30 , 2022 |
| (4) | Decision Tree and Random Forest | Dec 4 , 2022 |
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