Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn

This book will help readers get comfortable with using the Python environment for data science and will start them on a journey to mastering topics within machine learning.

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Bibliographic Details
Main Author: Klosterman, Stephen, (Author)
Format: eBook
Language: English
Published: Birmingham : Packt Publishing, [2019]
Subjects:
Python (Computer program language)
Machine learning.
Data mining.
Information visualization.
elektronické knihy
electronic books
ISBN: 9781523125289
1523125284
183855260X
9781838552602
1838551026
9781838551025
Physical Description: 1 online resource (iv, 353 pages, 5 unnumbered pages) : illustrations

Cover

Table of contents

LEADER 02350cam a2200433 i 4500
001 kn-on1124737873
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 191022s2019 enka o 001 0 eng d
040 |a HUA  |b eng  |e rda  |e pn  |c HUA  |d EBLCP  |d UKAHL  |d CHVBK  |d YDX  |d OCLCF  |d N$T  |d UKMGB  |d OCLCQ  |d KMS  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO  |d TMA  |d OCLCL  |d OCLCQ  |d ZCU  |d OCLCQ  |d SXB 
020 |a 9781523125289 
020 |a 1523125284 
020 |a 183855260X 
020 |a 9781838552602  |q (electronic bk.) 
020 |z 1838551026 
020 |z 9781838551025 
035 |a (OCoLC)1124737873  |z (OCoLC)1100047744  |z (OCoLC)1101047705 
100 1 |a Klosterman, Stephen,  |e author. 
245 1 0 |a Data science projects with Python :  |b a case study approach to successful data science projects using Python, pandas, and scikcit-learn /  |c Stephen Klosterman. 
264 1 |a Birmingham :  |b Packt Publishing,  |c [2019] 
300 |a 1 online resource (iv, 353 pages, 5 unnumbered pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
500 |a Includes index. 
505 0 |a Data Exploration and Cleaning -- Introduction to Scikit-Learn and Model Evaluation -- Details of Logistic Regression and Feature Exploration -- The Bias-Variance Trade-off -- Decision Trees and Random Forests -- Imputation of Missing Data, Financial Analysis, and Delivery to Client. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a This book will help readers get comfortable with using the Python environment for data science and will start them on a journey to mastering topics within machine learning. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Python (Computer program language) 
650 0 |a Machine learning. 
650 0 |a Data mining. 
650 0 |a Information visualization. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |a Klosterman, Stephen.  |t Data science projects with Python  |z 9781838551025 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpDSPP0003/data-science-projects?kpromoter=marc  |y Full text 

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