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

Mostrar otras versiones (2)

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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Klosterman, Stephen (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, [2019]
Temas:
Python (Computer program language)
Machine learning.
Data mining.
Information visualization.
Data Mining
Python (Langage de programmation)
Apprentissage automatique.
Exploration de données (Informatique)
Visualisation de l'information.
Acceso en línea:Texto completo
Texto completo

MARC

LEADER 00000cam a2200000 i 4500
001 EBSCO_on1124737873
003 OCoLC
005 20231017213018.0
006 m o d
007 cr |||||||||||
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 
015 |a GBB9J0187  |2 bnb 
016 7 |a 019397901  |2 Uk 
019 |a 1100047744  |a 1101047705 
020 |a 9781523125289 
020 |a 1523125284 
020 |a 183855260X 
020 |a 9781838552602  |q (electronic bk.) 
020 |z 1838551026 
020 |z 9781838551025 
029 1 |a AU@  |b 000066202953 
029 1 |a AU@  |b 000068857651 
029 1 |a CHNEW  |b 001058791 
029 1 |a CHVBK  |b 569753945 
029 1 |a UKMGB  |b 019397901 
035 |a (OCoLC)1124737873  |z (OCoLC)1100047744  |z (OCoLC)1101047705 
037 |a 9781838552602  |b Packt Publishing 
050 4 |a QA76.73.P98  |b .K567 2019 
082 0 4 |a 006.33  |2 23 
049 |a UAMI 
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. 
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 eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Python (Computer program language) 
650 0 |a Machine learning. 
650 0 |a Data mining. 
650 0 |a Information visualization. 
650 2 |a Data Mining 
650 6 |a Python (Langage de programmation) 
650 6 |a Apprentissage automatique. 
650 6 |a Exploration de données (Informatique) 
650 6 |a Visualisation de l'information. 
650 7 |a Data mining.  |2 fast  |0 (OCoLC)fst00887946 
650 7 |a Information visualization.  |2 fast  |0 (OCoLC)fst00973185 
650 7 |a Machine learning.  |2 fast  |0 (OCoLC)fst01004795 
650 7 |a Python (Computer program language)  |2 fast  |0 (OCoLC)fst01084736 
776 0 8 |i Print version:  |a Klosterman, Stephen.  |t Data science projects with Python  |z 9781838551025 
856 4 0 |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2116440  |z Texto completo 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781838551025/?ar  |z Texto completo 
938 |a Askews and Holts Library Services  |b ASKH  |n AH36227401 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL5764279 
938 |a EBSCOhost  |b EBSC  |n 2116440 
938 |a YBP Library Services  |b YANK  |n 300507743 
994 |a 92  |b IZTAP 

Ejemplares similares