
Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science
Engineering Science Reference (Publisher)
Published on 13. September 2023
Book
Paperback/Softback
304 pages
978-1-6684-8697-9 (ISBN)
Description
The world is approaching a point where big data will start to play a beneficial role in many industries and organizations. Today, analyzing data for new insights has become an everyday norm, increasing the need for data analysts to use efficient and appropriate tools to provide quick and valuable results to clients. Existing research in the field currently lacks a full coverage of all essential algorithms, leaving a knowledge void for practical implementation and code in Python with all needed libraries and links to datasets used. Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science serves as a one-stop book to help emerging data scientists gain hands-on skills needed through real-world data and completely up-to-date Python code. It covers all the technical details, from installing the needed software to importing libraries and using the latest data sets; deciding on the right model; training, testing, and evaluating the model; and including NumPy, Pandas, and matplotlib. With coverage on various machine learning algorithms like regression, linear and logical regression, classification, support vector machine (SVM), clustering, k-nearest neighbor, market basket analysis, Apriori, k-means clustering, and visualization using Seaborne, it is designed for academic researchers, undergraduate students, postgraduate students, executive education program leaders, and practitioners.
More details
Language
English
Place of publication
Hershey, PA
United States
Publishing group
IGI Global
Target group
Professional and scholarly
Dimensions
Height: 254 mm
Width: 178 mm
Thickness: 18 mm
Weight
619 gr
ISBN-13
978-1-6684-8697-9 (9781668486979)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Soly Mathew Biju | Ashutosh Mishra | Manoj Kumar
Advanced Interdisciplinary Applications of Machine Learning Python Libraries for Data Science
Book
06/2023
IGI Global
€305.90
Shipment within 3-4 weeks