Python 3 and Feature Engineering



Free Download Python 3 and Feature Engineering
by Campesato, Oswald;

English | 2023 | ISBN: 1683929497 | 229 pages | True PDF | 10.67 MB


This book is designed for data scientists, machine learning practitioners, and anyone with a foundational understanding of Python 3.x. In the evolving field of data science, the ability to manipulate and understand datasets is crucial. The book offers content for mastering these skills using Python 3. The book provides a fast-paced introduction to a wealth of feature engineering concepts, equipping readers with the knowledge needed to transform raw data into meaningful information. Inside, you’ll find a detailed exploration of various types of data, methodologies for outlier detection using Scikit-Learn, strategies for robust data cleaning, and the intricacies of data wrangling. The book further explores feature selection, detailing methods for handling imbalanced datasets, and gives a practical overview of feature engineering, including scaling and extraction techniques necessary for different machine learning algorithms. It concludes with a treatment of dimensionality reduction, where you’ll navigate through complex concepts like PCA and various reduction techniques, with an emphasis on the powerful Scikit-Learn framework. FEATURESIncludes numerous practical examples and partial code blocks that illuminate the path from theory to applicationExplores everything from data cleaning to the subtleties of feature selection and extraction, covering a wide spectrum of feature engineering topicsOffers an appendix on working with the "awk" command-line utilityFeatures companion files available for downloading with source code, datasets, and figures

Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me

Rapidgator
872a0.rar.html
NitroFlare
872a0.rar
Uploadgig
872a0.rar
NovaFile
872a0.rar“>DOWNLOAD FROM NOVAFILE
Fikper
872a0.rar.html

Python 3 and Feature Engineering Torrent Download , Python 3 and Feature Engineering Watch Free Link , Python 3 and Feature Engineering Read Free Online , Python 3 and Feature Engineering Download Online