ENGLISH

Effective Data Analysis (MEAP V07): Hard and soft skills

By Mona Khalil

Book information

Publisher
Manning Publications Co.
Year
2024
Language
english
Format
PDF
Filesize
14 MB (15093736 bytes)
Pages
389\389
Orientation
portrait
Paginated
yes
Scanned
no
Time added
2024-04-23 07:15:17

Description

Effective Data Analysis teaches you to deliver productive data science in business and research. It assumes you’ve mastered the basics and supports you with best practices normally learned through trial-and-error or careful mentorship. Author Mona Khalil shares her expertise through visuals, cartoons, examples from across industries, and even a few laugh-out-loud jokes. You’ll start with asking the right questions of your stakeholders and turning often-vague requirements into realistic data pipelines. Once you’ve mastered the people skills, you’ll move on to the technical bits—including defining your metrics, testing, and more. Build out your analyst’s toolbox with techniques for statistical modeling, sourcing your data, automation, and more. Finally, finish up with realistic advice on developing a data-informed organizational culture that will ensure your skills are delivering to their full potential.

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