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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Bombay |
The Syllabus
- Introduction to Bandit Algorithms. From Batch to Online Setting
- Adversarial Setting with Full information (Halving, WM Algorithm )
- Adversarial Setting with Bandit Information
- Regret lower bounds for adversarial Setting
- Introduction to Stochastic Setting and various regret notions
- A primer on Concentration inequalities
- Stochastic Bandit Algorithms UCB, KL-UCB
- Lower bounds for stochastic Bandits
- Introductions to contextual bandits
- Overview of contextual bandit algorithms
- Introduction to pure exploration setups (fixed confidence vs budget)
- Algorithms for pure explorations (LUCB, KL-LUCB, lil’UCB)
Instructors
Articles
9 Sep'24, 11:19 AM
5 Sep'24, 06:24 AM
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30 Aug'24, 12:10 PM
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28 Aug'24, 04:33 AM
30 Aug'24, 12:10 PM
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14 Jul'24, 05:31 PM
11 May'24, 11:28 AM
13 Mar'24, 06:24 AM
4 Mar'24, 09:29 AM
29 Feb'24, 06:05 AM
27 Feb'24, 10:32 AM
13 Feb'24, 06:25 AM
9 Sep'24, 11:19 AM
5 Sep'24, 06:24 AM
3 Sep'24, 12:34 PM
3 Sep'24, 09:16 AM
2 Sep'24, 11:13 AM
30 Aug'24, 12:10 PM
30 Aug'24, 10:10 AM
28 Aug'24, 05:12 AM
28 Aug'24, 04:36 AM
28 Aug'24, 04:33 AM
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