Pattern recognition and machine learning (Record no. 1328)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01018nam a22001697a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20211208135012.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211208b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781493938438 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Item number | BIS |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bishop, Christopher M. |
| 245 ## - TITLE STATEMENT | |
| Title | Pattern recognition and machine learning |
| Statement of responsibility, etc. | Christopher M Bishop |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | ©2006. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page number | 738 pages |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Probability Distributions.- |
| -- | Linear Models for Regression.- |
| -- | Linear Models for Classification.- |
| -- | Neural Networks.- . |
| -- | Kernel Methods.- |
| -- | Sparse Kernel Machines.- |
| -- | Graphical Models.- |
| -- | Mixture Models and EM.- |
| -- | Approximate Inference.- |
| -- | Sampling Methods.- |
| -- | Continuous Latent Variables.- |
| -- | Sequential Data.- |
| -- | Combining Models |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | 4534 |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | 4535 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type | Total Renewals | Checked out | Date last checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | Reference | IIITDM Kurnool | IIITDM Kurnool | Reference | 08.12.2021 | Technical Bureau India | TB4232 | 006.4 BIS | 0004024 | 09.03.2022 | 6478.00 | 08.12.2021 | Reference | |||||||
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | General Stacks | 08.12.2021 | Technical Bureau India | TB4232 | 4 | 006.4 BIS | 0004025 | 07.12.2023 | 6478.00 | 08.12.2021 | Books | 3 | 06.02.2025 | 07.12.2023 |