Machine learning with Python cookbook : (Record no. 297338)
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000 -LEADER | |
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fixed length control field | 01877nam a22001697a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 978-93-5213-730-5 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.133 |
Item number | ALB-M |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Albon, Chris |
245 ## - TITLE STATEMENT | |
Title | Machine learning with Python cookbook : |
Remainder of title | Practical solutions from preprocessing to deep learning |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Mumbai: |
Name of publisher, distributor, etc. | O'reilly: Shhroff Publishers and Distributors, |
Date of publication, distribution, etc. | c.2018. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xiii+349p. |
Other physical details | : illustrations ; 24 cm. |
500 ## - GENERAL NOTE | |
General note | This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | Vectors, matrices, and arrays --<br/>Loading data --<br/>Data wrangling --<br/>Handling numerical data --<br/>Handling categorical data --<br/>Handling text --<br/>Handling dates and times --<br/>Handling images --<br/>Dimensionality reduction using feature extraction --<br/>Dimensionality reduction using feature selection --<br/>Model evaluation --<br/>Model selection --<br/>Linear regression --<br/>Trees and forests --<br/>K-nearest neighbors --<br/>Logistic regression --<br/>Support vector machines --<br/>Naive Bayes --<br/>Clustering --<br/>Neural networks --<br/>Saving and loading trained models. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | With Early Release ebooks, you get books in their earliest form--the author's raw and unedited content as he or she writes--so you can take advantage of these technologies long before the official release of these titles. You'll also receive updates when significant changes are made, new chapters are available, and the final ebook bundle is released. The Python programming language and its libraries, including pandas and scikit-learn, provide a production-grade environment to help you accomplish a broad range of machine-learning tasks. With this comprehensive cookbook, data scientists and software engineers familiar with Python will benefit <br/> |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Machine learning. Python (Computer program language) |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Total Renewals | Full call number | Barcode | Checked out | Date last seen | Date last checked out | Price effective from | Koha item type |
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Dept. of Computational Biology and Bioinformatics | Dept. of Computational Biology and Bioinformatics | Processing Center | 14/09/2020 | 3 | 1 | 005.133 ALB-M | DCB3858 | 09/09/2024 | 06/10/2023 | 06/10/2023 | 14/09/2020 | Book |