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Introduction to Machine Learning with R : Rigorous Mathematical analysis Scott V. Burger
Material type:
TextLanguage: English Publication details: Kolkata Shroff publishers c2018Description: ix, 212 P.BISBN: - 9789352137251
- 005.133 BUR(INT)
| Item type | Current library | Collection | Call number | Copy number | Status | Barcode | |
|---|---|---|---|---|---|---|---|
COMPUTER SCIENCE
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St. Xavier's University, Kolkata Lending Section | 005.133 BUR(INT) (Browse shelf(Opens below)) | 13205 | Available | CS13205 | ||
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REFERENCE COMPUTER SCIENCE
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St. Xavier's University, Kolkata Reference Section | Reference | R 005.133 BUR(INT) (Browse shelf(Opens below)) | 13204 | Not For Loan | UCS13204 |
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| R 005.133 BAR(HEA)Ed2 Head first python | R 005.133 BOR(PYT) Python : for beginners | R 005.133 BOR(PYT) Python : for beginners | R 005.133 BUR(INT) Introduction to Machine Learning with R : Rigorous Mathematical analysis | R 005.133 CHO(DEP)Ed2 Deep learning with Python | R 005.133 COH(PRA) Practical Linear Algebra for Data Science : from core concepts to applications using Python | R 005.133 DEY(COM)Ed2 Computer fundamentals and programming in c |
Table of contents :
What is a model? --
Supervised and unsupervised machine learning --
Sampling statistics and model training in R --
Regression in a nutshell --
Neural networks in a nutshell --
Tree-based methods --
Other advanced methods --
Machine learning with the caret package --
Encyclopedia of machine learning models in caret.
Includes index
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