Effective Data Analysis MEAP V07 Hard and soft skills 1st edition by Mona Khalil ISBN 1633438414 9781633438415

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Product details: 

ISBN 10: 1633438414 

ISBN 13: 9781633438415

Author:  Mona Khalil

You’ve learned how to use Python, R, SQL, and the statistical skills needed to get started as a data analyst—so, what’s next? Effective Data Analysis bridges the gap between foundational skills and real-world application. This book provides clear, actionable guidance on transforming business questions into impactful data projects, ensuring you’re tracking the right metrics, and equipping you with a modern data analyst’s essential toolbox.

Table of contents: 

Part 1
1 What does an analyst do?
2 From question to deliverable
3 Testing and evaluating hypotheses
Part 2
4 Statistics you (probably) learned: T-tests, ANOVAs, and correlations
5 Statistics you (probably) missed: Non-parametrics and interpretation
6 Are you measuring what you think you’re measuring?
7 The art of metrics: Tracking performance for organizational success
Part 3
8 Navigating sensitive and protected data
9 The world of statistical modeling
10 Incorporating external data into analyses
11 The magic of well-structured data
12 Tools and tech for modern data analytics

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Mona Khalil,Effective,Analysis