Python machine learning case studies : five case studies for the data scientist (Record no. 297449)

MARC details
000 -LEADER
fixed length control field 01931nam a22001817a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484256909
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.133
Item number HAR-P
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Haroon, Danish
245 ## - TITLE STATEMENT
Title Python machine learning case studies : five case studies for the data scientist
Statement of responsibility, etc. By Danish Haroon
250 ## - EDITION STATEMENT
Edition statement 1
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. [Berkeley, CA] :
Name of publisher, distributor, etc. Apress,
Date of publication, distribution, etc. ©2017
300 ## - PHYSICAL DESCRIPTION
Extent i-xvii+204P.
Other physical details : illustrations
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note include index
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Statistics and probability --<br/>Regression --<br/>Time series --<br/>Clustering --<br/>Classification --<br/>Appendix A: Chart types and when to use them.
520 ## - SUMMARY, ETC.
Summary, etc. <br/>Embrace machine learning approaches and Python to enable automatic rendering of rich insights. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on minimal time and resources. Python Machine Learning Case Study takes you through the steps to improve business processes and determine the pivotal points that frame strategies. You'll see machine learning techniques that you can use to support your products and services. Moreover you'll learn the pros and cons of each of the machine learning concepts presented. By taking a step-by-step approach to coding in Python you'll be able to understand the rationale behind model selection and decisions within the machine learning process. The book is equipped with practical examples along with code snippets to ensure th at you understand the data science approach to solving real-world problems. You will: Gain insights into machine learning concepts Work on real-world applications of machine learning Get a hands-on overview to Python from a machine learning point of view.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning. Python (Computer program language) Programming & scripting languages: general.
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 Full call number Barcode Date last seen Price effective from Koha item type
        Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 05/10/2021   005.133 HAR-P DCB3966 05/10/2021 05/10/2021 Book