Kumar Mastering pandas

A complete guide to pandas, from installation to advanced data analysis techniques
2. Auflage 2019
ISBN: 978-1-78934-335-9
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 674 Seiten

No detailed description available for "Mastering pandas".

Autoren/Hrsg.

Kumar, Ashish

Fachgebiete

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

Inhaltsverzeichnis

Table of Contents - Introduction to pandas and Data Analysis
- Installation of pandas and Supporting Software
- Using NumPy and Data Structures with pandas
- I/Os of Different Data Formats with pandas
- Indexing and Selecting in pandas
- Grouping, Merging, and Reshaping Data in pandas
- Special Data Operations in pandas
- Time Series and Plotting Using Matplotlib
- Making Powerful Reports In Jupyter Using pandas
- A Tour of Statistics with pandas and NumPy
- A Brief Tour of Bayesian Statistics and Maximum Likelihood Estimates
- Data Case Studies Using pandas
- The pandas Library Architecture
- pandas Compared with Other Tools
- A Brief Tour of Machine Learning

Über Autor(innen)

Kumar Ashish:

Ashish Kumar is a seasoned data science professional, a publisher author and a thought leader in the field of data science and machine learning. An IIT Madras graduate and a Young India Fellow, he has around 7 years of experience in implementing and deploying data science and machine learning solutions for challenging industry problems in both hands-on and leadership roles. Natural Language Procession, IoT Analytics, R Shiny product development, Ensemble ML methods etc. are his core areas of expertise. He is fluent in Python and R and teaches a popular ML course at Simplilearn. When not crunching data, Ashish sneaks off to the next hip beach around and enjoys the company of his Kindle. He also trains and mentors data science aspirants and fledgling start-ups.