The statquest illustrated guide to machine learning (Record no. 172347)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00971nam a22002057a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IIITD |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240320110943.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240320b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9798986924021 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IIITD |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | STA-S |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Starmer, Josh |
| 245 ## - TITLE STATEMENT | |
| Title | The statquest illustrated guide to machine learning |
| Statement of responsibility, etc | by Josh Starmer |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | North Carolina : |
| Name of publisher, distributor, etc | Joshua Starmer, |
| Date of publication, distribution, etc | ©2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 304 p. : |
| Other physical details | col. ill. ; |
| Dimensions | 23 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | 1. Fundamental Concepts in Machine Learning!!! |
| -- | 2. Cross Validation!!! |
| -- | 3. Fundamental Concepts in Statistics!!! |
| -- | 4. Linear Regression!!! |
| -- | 5. Gradient Descent!!! |
| -- | 6. Logistic Regression!!! |
| -- | 7. Naive Bayes!!! |
| -- | 8. Assessing Model Performance!!! |
| -- | 9. Preventing Overfitting with Regularization!!! |
| -- | 10. Decision Trees!!! |
| -- | 11. Support Vector Classifiers and Machines (SVMs)!!! |
| -- | 12. Neural Networks!!! |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine Learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | StatQuest with Josh Starmer |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library |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 | Bill No. | Bill Date | Cost, normal purchase price | PO No. | PO Date | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Vendor/Supplier | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer Science and Engineering | IIITD | IIITD | Reference | 20/03/2024 | TB4242 | 2024-03-13 | 912 | Email-05-03-2024 | 2024-03-05 | CB 006.31 STA-S | 012690 | 20/03/2024 | 1158 | 20/03/2024 | Technical Bureau India Pvt. Ltd. | Books | DBT Project Grant |