Getting Digital

Optimization & A/B Testing Statistics

Develop essential data science & ai skills with expert instruction and practical examples.

Online Course
Self-paced learning
Flexible Schedule
Learn at your pace
Expert Instructor
Industry professional
Certificate
Upon completion
What You'll Learn
Master the fundamentals of data science & ai
Apply best practices and industry standards
Build practical projects to demonstrate your skills
Understand advanced concepts and techniques

Skills you'll gain:

Professional SkillsBest PracticesIndustry Standards
Prerequisites & Target Audience

Skill Level

IntermediateSome prior knowledge recommended

Requirements

Basic understanding of data science & ai
Enthusiasm to learn
Access to necessary software/tools
Commitment to practice

Who This Course Is For

Professionals working in data science & ai
Students and career changers
Freelancers and consultants
Anyone looking to improve their skills
Course Information

About This Course

Whether you've got a lean startup or a fat Fortune 500, the faster you learn the faster you'll grow. Optimization and a/b testing is at the heart of learning fast. I guarantee you will learn something in this course that will raise your skill level.

With the 30-day money-back guarantee, you can't lose. We start with the basics, then cover the 8 steps of running a solid a/b test. Next we dive deep into the statistics behind hypothesis testing.

In the long-run you will save your organization headaches by setting up tests correctly and analyzing them with the right statistical rigour. There is double and triple digit ROI around optimization for companies that figure it out. Start now and impress your colleagues on Monday morning.

Topics include: Examples of a/b tests Hypothesis testing Measurement as risk reduction Selecting a KPI or success metric 8 Steps for Running an A/B Test Selecting from amongs a/b test and MVT test designs Lift Threshold Null Hypothesis Statistical significance Sample size estimates confidence interval test statistic t-tests standard error of the mean chi-square Fischer Exact test Statistical Power Type I error Type II error p-values How to choose what statistical test to run.

Provider
Udemy
Estimated Duration
10-20 hours
Language
English
Category
Technology & Programming

Topics Covered

Data Science & AI

Course Details

Format
Online, Self-Paced
Access
Lifetime
Certificate
Upon Completion
Support
Q&A Forum
Course Details
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This course includes:

Lifetime access to course content
Access on mobile and desktop
Certificate of completion
Downloadable resources

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