Machine learning with Python cookbook : (Record no. 297338)

MARC details
000 -LEADER
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
Holdings
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
        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