Confident Data Science

Section - SECTION ONE: Getting oriented; Chapter - 01: The untold history of data science; Chapter - 02: Genres and flavours of analysis; Chapter - 03: Data culture and the data science process; Section - SECTION TWO: Getting going; Chapter - 04: Data science examples in production; Chapter - 05: A weekend crash course; Section - SECTION THREE: Data science for clients; Chapter - 06: The client, the project and the data; Chapter - 07: Topic analysis; Chapter - 08: Regression; Chapter - 09: Classification; Chapter - 10: Sentiment analysis; Section - SECTION FOUR: Tools of the trade; Chapter - 11: Data sources; Chapter - 12: Data visualization; Chapter - 13: Python + R; Chapter - 14: Retrospective / prospective