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1 | 1 | ### Youtube Series
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2 |
| -COL774 - [Machine Learning IITM](https://www.youtube.com/playlist?list=PLyqSpQzTE6M-SISTunGRBRiZk7opYBf_K) |
3 |
| -ELL780 - [Link1](https://youtube.com/playlist?list=PLG4ZBab_DdoeZOWHJhUAA8fzTTumHP2O-&si=dbXdXR4-f-o3NfaV), [Link2](https://www.youtube.com/playlist?list=PLTYWkBB_Zi67KTmbeDxxBPxcEeqPfPC6f) |
| 2 | +COL774 - [CS229 by Andrew Ng](https://www.youtube.com/watch?v=het9HFqo1TQ), [Machine Learning IITM](https://www.youtube.com/playlist?list=PLyqSpQzTE6M-SISTunGRBRiZk7opYBf_K) |
| 3 | +ELL780 - [18.06 by Gilbert Strang](https://www.youtube.com/watch?v=JibVXBElKL0), [18.065 by Gilbert Strang - Linear algebra for Data Scientist](https://www.youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k), [Link1](https://youtube.com/playlist?list=PLG4ZBab_DdoeZOWHJhUAA8fzTTumHP2O-&si=dbXdXR4-f-o3NfaV), [Link2](https://www.youtube.com/playlist?list=PLTYWkBB_Zi67KTmbeDxxBPxcEeqPfPC6f) |
4 | 4 | ELL880 - [Mining massive Datasets](https://www.youtube.com/@miningmassivedatasets6799)
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| 5 | +COL671 - [Introduction to AI by Prof. Mausam](https://www.youtube.com/playlist?list=PLp6ek2hDcoNB_YJCruBFjhF79f5ZHyBuz)), |
5 | 6 |
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6 | 7 | ## Semester I (at IIT Delhi)
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7 |
| -1. [Introduction to AI by Prof. Mausam](https://www.youtube.com/playlist?list=PLp6ek2hDcoNB_YJCruBFjhF79f5ZHyBuz)) |
8 |
| -2. [18.06 by Gilbert Strang](https://www.youtube.com/watch?v=JibVXBElKL0) |
9 |
| -3. [18.065 by Gilbert Strang - Linear algebra for Data Scientist](https://www.youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k) |
10 |
| -4. [CS229 by Andrew Ng](https://www.youtube.com/watch?v=het9HFqo1TQ) |
11 |
| -5. [NPTEL Machine Learning IITM](https://www.youtube.com/watch?v=_M-nDb0MIa4) |
12 |
| -6. [Machine learning with Graphs](https://www.youtube.com/playlist?list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn) |
13 |
| -7. [CS188 AI](https://www.youtube.com/playlist?list=PL5gYI166VpDY6n0BGxNBkB-t1O0z4RmrJ) |
14 |
| -8. [CS188 AI2](https://www.youtube.com/playlist?list=PLsOUugYMBBJENfZ3XAToMsg44W7LeUVhF) |
15 |
| -9. [Purdue ML](https://www.youtube.com/playlist?list=PL4FSfq6xtSvyqEsz3UUnAizemXJfQyDVD) |
| 8 | +1. [NPTEL Machine Learning IITM](https://www.youtube.com/watch?v=_M-nDb0MIa4) |
| 9 | +2. [Machine learning with Graphs](https://www.youtube.com/playlist?list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn) |
| 10 | +3. [CS188 AI](https://www.youtube.com/playlist?list=PL5gYI166VpDY6n0BGxNBkB-t1O0z4RmrJ) |
| 11 | +4. [CS188 AI2](https://www.youtube.com/playlist?list=PLsOUugYMBBJENfZ3XAToMsg44W7LeUVhF) |
| 12 | +5. [Purdue ML](https://www.youtube.com/playlist?list=PL4FSfq6xtSvyqEsz3UUnAizemXJfQyDVD) |
16 | 13 |
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17 | 14 | ### Books
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18 | 15 | 1. Introduction to linear Algebra - Gilbert Strang
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