Confident Data Science - Discover the Essential Skills of Data Science

Discover the fundamentals of data science and develop the skills you need for achieving success in this important sector.

List of contents

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

About the author

Adam Ross Nelson

Product details

• Authors: Adam Ross Nelson
• Publisher: Kogan Page
• Languages: English
• Product format: Hardback
• Released: 03.09.2023
• EAN: 9781398612341
• ISBN: 978-1-3986-1234-1
• No. of pages: 408
• Dimensions: 154 mm x 230 mm x 33 mm
• Weight: 735 g
• Series: Confident Series; Confident
• Subjects: Guides > Self-help, everyday life > Lifestyle, personal development; Natural sciences, medicine, IT, technology > IT, data processing > IT; SELF-HELP / Personal Growth / Success, BUSINESS & ECONOMICS / Careers / General, BUSINESS & ECONOMICS / Personal Success, Advice on careers & achieving success, Advice on careers and achieving success, Data analysis: general, Data science and analysis: general