The statquest illustrated guide to machine learning (Record no. 172347)
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000 -LEADER | |
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fixed length control field | 00974nam a22002057a 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | IIITD |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20240906020003.0 |
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 |
Koha issues (borrowed), all copies | 1 |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library |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 | Total Renewals | Full call number | Barcode | Due Date | Date last seen | Date checked out | Cost, replacement price | Price effective from | Vendor/Supplier | Koha item type | Public note |
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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 | 1 | 1 | CB 006.31 STA-S | 012690 | 03/10/2024 | 05/09/2024 | 05/09/2024 | 1158 | 20/03/2024 | Technical Bureau India Pvt. Ltd. | Books | DBT Project Grant |