Ultimate AB Testing Course with Python Coding

Partner: Udemy
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Description: Welcome to Ultimate AB Testing Course with Python Coding This is a course that will give you a hands-on experience in AB testing with Python. It's designed to help you think like a data scientist at top companies like Google, Amazon and much more. Taught by a former data scientist at Google, the course contains 70+ lessons and 5 hours of video lectures and practice questions designed to teach you everything you need to know about the foundation of AB testing. Plus, the course contains bonus content including mock interview videos and practice cases based on interview questions seen in actual AB testing rounds.What You Will LearnThe course is packed with core lessons on AB testing including:Framing the Business Problem - how to define the business goal and KPIs of an experiment? Defining the Metrics - What's the set of metrics to consider in an AB test? What about the North Star Metric, Primary Metric, Secondary Metric and Guardrail Metrics?Stating the Business Hypothesis - How do you define the business and statistical hypothesis of an experiment?Designing the Experiment - How do you set the experiment parameters including the significance level, statistical power, sample size and such?Running the Experiment - What's the overview of infrastructure on how experiments run in large online platforms? Checking for Validity - How do you assess whether the experiment result is valid or not? How do you check and address the Novelty Effect, Day of the Week Effect, SUTVA and much more?Running Statistical Inference - What statistical tes
Category: Development > Software Testing > A/B Testing
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Price: 94.99
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Source: Impact
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