Conceptual Python for Java Developers: From Streams to Tensors
Part 8: "DataFrames for SQL Minds" — pandas in Practice
pandas explained through SQL. Series, DataFrames and the Index; selection with loc and iloc; filtering; groupby as GROUP BY and transform as a window function; merge as JOIN; time series and rolling windows; missing data; Copy-on-Write; and building a fraud feature table.