Oluleye Exploratory Data Analysis with Python Cookbook

Over 50 recipes to analyze, visualize, and extract insights from structured and unstructured data
1. Auflage 2023
ISBN: 978-1-80324-613-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 382 Seiten

No detailed description available for "Exploratory Data Analysis with Python Cookbook".

Autoren/Hrsg.

Oluleye, Ayodele

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

Table of Contents - Generating Summary Statistics
- Preparing Data for EDA
- Visualising Data in Python
- Performing Univariate Analysis in Python
- Performing Bivariate analysis in Python
- Performing Multivariate analysis in Python
- Analysing Time Series data
- Analysing Text data
- Dealing with Outliers and Missing values
- Performing Automated EDA in Python

Über Autor(innen)

Oluleye Ayodele:

Ayodele is a data professional with nearly a decade of experience. Throughout his career, he has gained valuable experience in various domains such as strategy, data science and more recently data management. Previously, he served as a consultant at a big 4 consulting firm, where he successfully provided data-driven solutions and insights to clients. Currently, he holds a leadership position at a financial services group where he leads a dynamic data team, driving analytics initiatives to empower the organization. Beyond his professional endeavors, he is passionate about sharing his knowledge and experience. You can find him actively engaging with the data community through insightful articles on LinkedIn and speaking at industry events.