Download Practical Data Science with Python - (BookRAR) torrent - GloDLS
Torrent Details For "Practical Data Science with Python - (BookRAR)"

Practical Data Science with Python - (BookRAR)

To download this torrent, you need a BitTorrent client: Vuze or BTGuard
Download this torrent
Download using Magnet Link

Health:
Seeds: 75
Leechers: 0
Completed: 2,087 
Last Checked: 07-12-2021 13:36:44

Uploader Reputation points : 2914





Write a Review for the Uploader:   0   Say Thanks with one good review:
Share on Facebook


Details
Name:Practical Data Science with Python - (BookRAR)
Description:

Description

Practical Data Science with Python teaches you core data science concepts, with real-world and realistic examples, and strengthens your grip on the basic as well as advanced principles of data preparation and storage, statistics, probability theory, machine learning, and Python programming, helping you build a solid foundation to gain proficiency in data science.

The book starts with an overview of basic Python skills and then introduces foundational data science techniques, followed by a thorough explanation of the Python code needed to execute the techniques. You’ll understand the code by working through the examples. The code has been broken down into small chunks (a few lines or a function at a time) to enable thorough discussion.

As you progress, you will learn how to perform data analysis while exploring the functionalities of key data science Python packages, including pandas, SciPy, and scikit-learn. Finally, the book covers ethics and privacy concerns in data science and suggests resources for improving data science skills, as well as ways to stay up to date on new data science developments.

By the end of the book, you should be able to comfortably use Python for basic data science projects and should have the skills to execute the data science process on any data source.
What you will learn

   Use Python data science packages effectively
   Clean and prepare data for data science work, including feature engineering and feature selection
   Data modeling, including classic statistical models (such as t-tests), and essential machine learning algorithms, such as random forests and boosted models
   Evaluate model performance
   Compare and understand different machine learning methods
   Interact with Excel spreadsheets through Python
   Create automated data science reports through Python
   Get to grips with text analytics techniques

Who this book is for

The book is intended for beginners, including students starting or about to start a data science, analytics, or related program (e.g. Bachelor’s, Master’s, bootcamp, online courses), recent college graduates who want to learn new skills to set them apart in the job market, professionals who want to learn hands-on data science techniques in Python, and those who want to shift their career to data science.

The book requires basic familiarity with Python. A “getting started with Python” section has been included to get complete novices up to speed.

Book Details

   Language: English
   Published: 2021
   ISBN: 1801071977
   Format: PDF, EPUB
YouTube Video:
Category:Books
Language:English  English
Total Size:27.22 MB
Info Hash:A0E818DCA3524EEC5744C02ED8E00478C966FB63
Added By:bookrar Verified UploaderBook Worm
Date Added:2021-10-09 19:14:08
Torrent Status:Torrent Verified


Ratings:Not Yet Rated (Log in to rate it)


Tracker:
udp://opentor.org:2710/announce

This Torrent also has backup trackers
URLSeedersLeechersCompleted
udp://opentor.org:2710/announce3063
udp://tracker.torrent.eu.org:451/announce000
udp://exodus.desync.com:6969/announce305
udp://tracker.moeking.me:6969/announce000
udp://tracker.opentrackr.org:1337/announce110982
udp://open.stealth.si:80/announce6014
udp://tracker.theoks.net:6969/announce40367
udp://retracker.lanta-net.ru:2710/announce304
udp://movies.zsw.ca:6969/announce405
udp://fe.dealclub.de:6969/announce40341
udp://discord.heihachi.pw:6969/announce200
udp://tracker.openbittorrent.com:80/announce15010
udp://tracker.openbittorrent.com:6969/announce15010
udp://admin.videoenpoche.info:6969/announce50286
udp://vibe.community:6969/announce000


File List: 





Comments
No comments still posted