Effective Data Analysis
Hard and Soft Skills to Accelerate Your Career
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From the back cover: 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 ...
From the back cover: 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. About the reader: For early-career data analysts who want to enhance their technical knowledge with industry insights.
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