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Complete Course on A/B Testing with Interview Guide

Master data-driven decisions! Learn A/B testing, multivariate testing, & statistical analysis with R. Prepare for interviews & boost your analytics skills.

4.5(1,071)
5,684students
2h 10m
Certificate
Preeti Semwal
Preeti SemwalData Science & Analytics Leader

Course Content

Complete Course on A/B Testing with Interview Guide is an all-levels Udemy course taught by Preeti Semwal. It runs 2h 10m, is taught in English, and includes a certificate of completion. Learners rate it 4.5 out of 5 from 1,071 reviews, with 5,684 students enrolled. It is a paid course, last updated November 2022.

Unlock the Secrets of Product Experimentation & A/B Testing

Ever wonder how tech giants like Google, Facebook, and Amazon consistently launch successful products? The key lies in experimentation and A/B testing. Learn to apply these powerful online experimentation techniques to your startup or advance your career in Big Tech.

With the proliferation of smartphones, online controlled testing has become essential. While countless resources exist on experimentation and A/B testing, many are either inaccurate or overly complex. This course cuts through the noise, providing a deep dive into the core concepts in an accessible way.

In just two hours, you'll master:

  • What is Product Experimentation? Understand the fundamentals and how to execute it effectively.
  • A/B Testing, Multivariate Testing & Multi-armed Bandit Testing: Explore different testing methodologies and when to use them.
  • Statistics for A/B Testing: Grasp the crucial role of statistics in interpreting results.
  • Key Statistical Concepts: Demystify terms like confidence intervals, Type 1 & Type 2 errors, p-value, statistical significance, and statistical power – and how they connect to real-world outcomes.
  • Sample Size & Duration: Learn to calculate the optimal sample size and test duration for reliable A/B testing.
  • Ace A/B Testing Interviews: Prepare for success with real interview questions from top tech companies.

We'll reinforce these concepts with practical, real-world examples from industry leaders like Amazon, Airbnb, Square, and Uber. Plus, you'll receive valuable templates and cheat sheets to streamline your own product experimentation efforts.

Gain the skills to confidently apply A/B testing in your job or nail those competitive interviews. Start experimenting today!

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