Ready to turn your business hunches into data-driven breakthroughs? This Short Course was created to help data analysts accomplish statistically sound A/B testing that drives measurable business impact. By completing this course, you'll be able to design experiments that generate reliable insights, implement tracking systems that capture meaningful metrics, and make rollout decisions that balance statistical rigor with business judgment.
By the end of this course, you will be able to:
Design and launch online A/B tests with proper tracking and statistical methodology
Calculate performance uplift with 95% confidence and evaluate practical significance
Make informed rollout decisions based on both statistical and business criteria
This course is unique because it bridges the gap between experimental theory and real-world business application, focusing on actionable skills that immediately impact your organization's decision-making process.
To be successful in this course, you should have a background in basic statistics and data analysis tools.
Learners will design and conceptually design and plan online A/B tests with proper tracking and statistical methodology.
涵盖的内容
2个视频1篇阅读材料1个作业1个非评分实验室
显示有关单元内容的信息
2个视频•总计6分钟
Setting Up Your First A/B Test: Platform Configuration and Tracking•3分钟
Calculating Statistical Significance and Confidence Intervals•3分钟
1篇阅读材料•总计12分钟
A/B Testing Fundamentals: From Hypothesis to Statistical Power•12分钟
1个作业•总计8分钟
A/B Test Design and Statistical Analysis Assessment•8分钟
1个非评分实验室•总计20分钟
Design and Launch Your A/B Test Experiment•20分钟
Module 2: Statistical Analysis & Decision Making - Core Application
第 2 单元•小时 后完成
单元详情
Learners will evaluate practical vs. statistical significance and make rollout decisions. That optimize both business value and resource allocation.
涵盖的内容
2个视频2篇阅读材料2个作业
显示有关单元内容的信息
2个视频•总计7分钟
When Numbers Don't Tell the Whole Story•4分钟
Evaluating Results: Statistical vs. Practical Significance Analysis•3分钟
2篇阅读材料•总计16分钟
Podcast: Practical vs. Statistical Significance: A Decision-Making Framework•6分钟
Building a Decision Framework: Cost-Benefit Analysis for A/B Test Results•10分钟
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Is financial aid available?
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