| 1 |
1 |
18-Jan |
Introduction to AI & Administrivia |
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2 |
20-Jan |
A Primer on Molecular Genetics |
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| 2 |
3 |
25-Jan |
AI Applications in Medicine – Part I |
Assignment 1 Out (On Jan 26) |
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4 |
27-Jan |
Molecular Genetics and Sequence Alignment |
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| 3 |
5 |
1-Feb |
AI Applications in Medicine – Part II |
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6 |
3-Feb |
Molecular Genetics and Machine Learning |
Assignment 1 Due (On Feb 04) |
| 4 |
7 |
8-Feb |
Machine Learning: Core Concept |
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8 |
10-Feb |
Discussion on Molecular Genetics and Machine Learning |
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| 5 |
9 |
15-Feb |
Quiz I |
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10 |
17-Feb |
Support Vector Machines – Part I |
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| 6 |
11 |
22-Feb |
Linear Regression - Part I |
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12 |
24-Feb |
More Discussions on Support Vector Machines |
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| 7 |
13 |
8-March |
Linear Regression - Part II |
Assignment 2 Out |
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14 |
10-March |
Support Vector Machines – Part II |
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| 8 |
15 |
15-March |
MIDTERM |
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16 |
17-March |
Ranked Retrieval- Part I |
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| 9 |
17 |
22-March |
Logistic Regression- Part I |
Assignment 2 Due |
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18 |
24-March |
Ranked Retrieval- Part II |
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| 10 |
19 |
29-March |
Logistic Regression- Part II |
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20 |
31-March |
Recommendation Systems and Medical Prognosis |
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| 11 |
21 |
5-April |
Deep Learning- Part I |
Assignment 3 Out (On April 06) |
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22 |
7-April |
Ideas You Should Know: Regularization, Activation Functions, and Transfer Learning (No Slides- Notes on the Board) |
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| 12 |
-23 |
12-April |
Deep Learning- Part II |
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24 |
14-April |
Ideas You Should Know: Recurrent Neural Networks (RNNs) (No Slides- Notes on the Board) |
Assignment 3 Due + Assignment 4 Out (On April 16) |
| 13 |
25 |
19-April |
Deep Learning- Part III + Quiz II |
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26 |
21-April |
Ideas You Should Know: Word Embeddings and Applications (No Slides- Notes on the Board) |
Assignment 4 Due (On April 22) |
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04-May |
FINAL EXAM |
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