Navlani / Idris / Fandango Python Data Analysis

Perform data collection, data processing, wrangling, visualization, and model building using Python
3. Auflage 2021
ISBN: 978-1-78995-345-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 478 Seiten

No detailed description available for "Python Data Analysis".

Autoren/Hrsg.

Navlani, Avinash

Idris, Ivan

Fandango, Armando

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

Table of Contents - Getting Started with Python Libraries
- NumPy and Pandas
- Statistics
- Linear Algebra
- Data Visualization
- Retrieving, Processing, and Storing Data
- Cleaning Messy Data
- Signal Processing and Time Series
- Supervised Learning
- Supervised Learning
- Unsupervised Learning
- Analyzing Textual Data
- Analyzing Image Data
- Parallel Computing using Dask

Über Autor(innen)

Navlani Avinash:
Avinash Navlani has over 8 years of experience working in data science and AI. Currently, he is working as a senior data scientist, improving products and services for customers by using advanced analytics, deploying big data analytical tools, creating and maintaining models, and onboarding compelling new datasets. Previously, he was a university lecturer, where he trained and educated people in data science subjects such as Python for analytics, data mining, machine learning, database management, and NoSQL. Avinash has been involved in research activities in data science and has been a keynote speaker at many conferences in India.Idris Ivan:
Ivan Idris has an MSc in experimental physics. His graduation thesis had a strong emphasis on applied computer science. After graduating, he worked for several companies as a Java developer, data warehouse developer, and QA analyst. His main professional interests are business intelligence, big data, and cloud computing. Ivan Idris enjoys writing clean, testable code and interesting technical articles. Ivan Idris is the author of NumPy 1.5. Beginner's Guide and NumPy Cookbook by Packt Publishing.