Bayesian methods for hackers : probabilistic programming and Bayesian inference / Cameron Davidson-Pilon.
Material type:
TextPublisher: New Delhi : Pearson India, 2018Description: xvi, 226 pages : illustrations ; 24 cmContent type: - text
- unmediated
- volume
- 9789353063641
- 006.3 23 D.C.B
- QA76.9.A25 D376 2016
Contents:
Chapter 1: The Philosophy of Bayesian Inference Chapter 2: A Little More on PyMC Chapter 3: Opening the Black Box of MCMC Chapter 4: The Greatest Theorem Never Told Chapter 5: Would You Rather Lose an Arm or a Leg? Chapter 6: Getting Our Priorities Straight Chapter 7: Bayesian A/B Testing
| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|
Books
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Main library A2 | Computers & Information Technology ( Computer Science ) | 006.3 D.C.B (Browse shelf(Opens below)) | 1 | Available | 00015170 |
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Includes index.
Chapter 1: The Philosophy of Bayesian Inference Chapter 2: A Little More on PyMC Chapter 3: Opening the Black Box of MCMC Chapter 4: The Greatest Theorem Never Told Chapter 5: Would You Rather Lose an Arm or a Leg? Chapter 6: Getting Our Priorities Straight Chapter 7: Bayesian A/B Testing
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