Pandas for Everyone: Python Data Analysis: Python Data Analysis (Addison-Wesley Data & Analytics Series)

Pandas dataframe basics -- Pandas data structures -- Introduction to plotting -- Data assembly -- Missing data -- Tidy data -- Data types -- Strings and text data -- Apply -- Groupby operations : split-apply-combine -- The datetime data type -- Linear models -- Generalized linear models -- Model diagnostics -- Regularization -- Clustering -- Life outside of pandas -- Toward a self-directed learner.

• | Author: Daniel Y. Chen
• | Publisher: Addison-Wesley Professional
• | Publication Date: January 05, 2018
• | Number of Pages: 412 pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 0134546938
• | ISBN-13: 9780134546933