Beyond basics: Advanced Data Analysis with Python

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Beyond basics: Advanced Data Analysis with Python

Coursera · Beginner ·🔢 Mathematical Foundations ·3mo ago
In this course, you'll elevate your analytical capabilities with advanced statistical methods and testing procedures. You'll learn to conduct hypothesis tests, design and analyze A/B tests, and automate analytical workflows. Working with real employee and medical data, you'll gain hands-on experience in applying sophisticated analytical techniques to solve complex business problems. Upon completion, you'll be able to: • Perform hypothesis testing and correlation studies. • Design, conduct, and analyze A/B tests to compare different versions of an approach • Automate repetitive tasks, generate professional reports, and document workflows effectively using automated tools. • Tackle a challenge that integrates statistical analysis, A/B testing, and workflow automation to simulate real-world data problems.

What You'll Learn

Elevates analytical capabilities with advanced statistical methods and testing procedures using Python

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