Overview
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
