Galea The Applied Data Science Workshop

Get started with the applications of data science and techniques to explore and assess data effectively
2. Auflage 2020
ISBN: 978-1-80020-700-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 352 Seiten

No detailed description available for "The Applied Data Science Workshop".

Autoren/Hrsg.

Galea, Alex

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

Table of Contents - Introduction to Jupyter Notebooks
- Data Exploration with Jupyter
- Preparing Data for Predictive Modeling
- Training Classification Models
- Model Validation and Optimization
- Web Scraping with Jupyter Notebooks

Über Autor(innen)

Galea Alex:

Alex Galea has been professionally practicing data analytics since graduating with a masters degree in physics from the University of Guelph, Canada. He developed a keen interest in Python while researching quantum gases as part of his graduate studies. Alex is currently doing web data analytics, where Python continues to play a key role in his work. He is a frequent blogger about data-centric projects that involve Python and Jupyter Notebooks.