Hide Your IP Address when Downloading Torrents!
Your IP Address is Location Thailand,
Your Internet Provider can see when you download torrents! Hide your IP Address with a VPN
ETTV warns: You should use VPN to hide your torrenting. Hide IP with VPN

Download "Hands-On Data Preprocessing in Python - (BookRAR)"

Hands-On Data Preprocessing in Python - (BookRAR)
Books > Ebooks
Total Size:
24 MB
Info Hash:
Added By:
Date Added:
4 days ago
  • Seeds: 276
  • Leechers: 52
  • Uploaded By: bookrar
Uploaders Description


Data preprocessing is the first step in data visualization, data analytics, and machine learning, where data is prepared for analytics functions to get the best possible insights. Around 90% of the time spent on data analytics, data visualization, and machine learning projects is dedicated to performing data preprocessing.

This book will equip you with the optimum data preprocessing techniques from multiple perspectives. You’ll learn about different technical and analytical aspects of data preprocessing – data collection, data cleaning, data integration, data reduction, and data transformation – and get to grips with implementing them using the open source Python programming environment. This book will provide a comprehensive articulation of data preprocessing, its whys and hows, and help you identify opportunities where data analytics could lead to more effective decision making. It also demonstrates the role of data management systems and technologies for effective analytics and how to use APIs to pull data.

By the end of this Python data preprocessing book, you’ll be able to use Python to read, manipulate, and analyze data; perform data cleaning, integration, reduction, and transformation techniques; and handle outliers or missing values to effectively prepare data for analytic tools.
What you will learn

    Use Python to perform analytics functions on your data
    Understand the role of databases and how to effectively pull data from databases
    Perform data preprocessing steps defined by your analytics goals
    Recognize and resolve data integration challenges
    Identify the need for data reduction and execute it
    Detect opportunities to improve analytics with data transformation

Who this book is for

    Junior and senior data analysts, business intelligence professionals, engineering undergraduates, and data enthusiasts looking to perform preprocessing and data cleaning on large amounts of data will find this book useful. Basic programming skills, such as working with variables, conditionals, and loops, along with beginner-level knowledge of Python and simple analytics experience, are assumed.

Book Details

    Language: English
    Published: 2022
    ISBN: 1801072132
    Format: True EPUB

File List:

Downloaded from BookRAR Org txt
62.00 B
Hands-On Data Preprocessing in Python/BookRAR Org txt
71.00 B
Hands-On Data Preprocessing in Python/Hands-On Data Preprocessing in Python epub
24 MB
Torrent Downloaded from Glodls to txt
237.00 B
[TGx]Downloaded from torrentgalaxy to txt
585.00 B