Introduction to computation and programming using Python : with application to understanding data John Guttag
Material type: TextLanguage: English Publication details: Delhi : PHI Learning, 2017.Edition: Second editionDescription: xvii, 447 pages ; 23 cmISBN:- 9788120352926
- 005.133 GUT
Item type | Current library | Collection | Call number | Status | Date due | Barcode |
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General Books | CUTN Central Library Generalia | Non-fiction | 005.133 GUT (Browse shelf(Opens below)) | Available | 34192 | |
General Books | CUTN Central Library Generalia | Non-fiction | 005.133 GUT (Browse shelf(Opens below)) | Available | 34193 | |
General Books | CUTN Central Library Generalia | Non-fiction | 005.133 GUT (Browse shelf(Opens below)) | Available | 34194 | |
General Books | CUTN Central Library Generalia | Non-fiction | 005.133 GUT (Browse shelf(Opens below)) | Available | 34195 | |
Reference Books | CUTN Central Library Generalia | Reference | 005.133 GUT (Browse shelf(Opens below)) | Not For Loan | 34196 |
Introduction to Python Some simple numerical programs Functions, scoping, and abstraction Structured types, mutability, and higher-order functions Testing and debugging Exceptions and assertions Classes and object-oriented programming A simplistic introduction to algorithmic complexity Some simple algorithms and data structures Plotting and more about classes Knapsack and graph optimization problems Dynamic programming Random walks and more about data visualization Stochastic programs, probability, and distributions Monte Carlo stimulation Sampling and confidence intervals Understanding experimental data Randomized trials and hypothesis checking Conditional probability and Bayesian statistics Lies, damned lies, and statistics A quick look at machine learning Clustering Classification methods
The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.
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