Local cover image
Image from Amazon.com
Mathematics for Machine Learning
Material type:
TextPublication details: Cambridge University Press 2020 New DelhiDescription: 371pISBN: - 9781009108850
- 006.31 DEI
| Item type | Current library | Item location | Collection | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|---|---|
Book
|
NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.31 DEI (Browse shelf(Opens below)) | Available | T0052701 | |||
|
Book
|
NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.31 DEI (Browse shelf(Opens below)) | Available | T0052702 | |||
|
Book
|
NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.31 DEI (Browse shelf(Opens below)) | Available | T0052700 | |||
Reference Book
|
NIMA Knowledge Centre | 7th Floor Silence Zone | Reference | 006.31 DEI (Browse shelf(Opens below)) | Not For Loan | T0052699 | |||
|
Book
|
NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.31 DEI (Browse shelf(Opens below)) | Available | T0052703 |
Total holds: 0
Browsing Institute of Technology shelves, Collection: General Close shelf browser (Hides shelf browser)
|
|
|
|
|
|
|
||
| 006.31 DAV Machine Vision: Theory Algorithms Practicalities | 006.31 DEI Mathematics for Machine Learning | 006.31 DEI Mathematics for Machine Learning | 006.31 DEI Mathematics for Machine Learning | 006.31 DEI Mathematics for Machine Learning | 006.31 DUT Machine Learning | 006.31 DUT Machine Learning |
Part – 1: Mathematical Foundations
Introduction and Motivation
Linear Algebra
Analytic Geometry
Matrix Decompositions
Vector Calculus
Probability and Distributions
Continuous Optimization
Part – 2: Central Machine Learning Problems
When Models Meet Data
Linear Regression
Dimensionality Reduction with Principal Component Analysis
Density Estimation with Gaussian Mixture Models
Classification with Support Vector Machines
References
Index
There are no comments on this title.
Log in to your account to post a comment.
Click on an image to view it in the image viewer