Online Courses to Learn AB Testing

Explore 43 data science courses and free resources covering everything you need to know about AB Testing.

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OverviewRelated TrainingCareer Relevance

Overview

AB testing is used by data analysts for UX design, where different website layouts are compared for optimal user experience, or for analyzing the effectiveness of marketing campaigns. In all cases, AB testing involves creating two versions of a product or process and assigning customers at random to one or the other.

Related Training

43 learning opportunities
Coursera
University of California, Davis
Free
Data Wrangling, Analysis and AB Testing with SQL

16 hours

Intermediate

30,135
SQL AB Testing Data Analysis Data Cleaning Data Science Data Sets
DataCamp
A/B Testing in R

4 hours

$300

7,465
R Programming AB Testing Data Analysis Statistical Analysis Variables
Coursera
University of Virginia
Free
Agile Analytics

15 hours

Beginner

17,722
AB Testing Agile Methodologies Big Data Customer Analytics Data Analysis
DataCamp
Analyzing Marketing Campaigns with pandas
Jill Rosok

4 hours

$300

7,166
Pandas AB Testing Automation Data Analysis Data Sets Data Visualization
Coursera
University of Illinois at Urbana-Champaign
Free
Applying Data Analytics in Marketing

12 hours

Intermediate

15,087
AB Testing Customer Analytics Data Analysis Data Analytics Data Modeling
Data Science Certifications
Amazon
AWS Certified Machine Learning – Specialty

$300
Amazon Web Services Apache Spark Docker Hadoop Hive AB Testing Algorithms Classification Cloud Computing Cluster Analysis
DataCamp
Bayesian Data Analysis in Python
Michał Oleszak

4 hours

$300

2,716
Python AB Testing Bayesian Statistics Data Analysis Data Modeling Distributions
Udacity
Become a Data Product Manager

3 months, 10 hours/week
Linux Microsoft Excel Python SQL Tableau AB Testing Algorithms Artificial Intelligence Big Data Customer Analytics
Data Science Executive Education
University of Pennsylvania
Business Analytics: From Data to Insights

3 months, 7 hours/week
AB Testing Correlation Customer Analytics Data Analysis Data Analytics
DataCamp
Customer Analytics and A/B Testing in Python
Ryan Grossman

4 hours

$300

12,193
Python AB Testing Applied Mathematics Confidence Intervals Customer Analytics Data Analysis
edX
Massachusetts Institute of Technology
Free
Data Analysis in Social Science—Assessing Your Knowledge

4 weeks, 12 hours/week

Advanced
R Programming AB Testing Data Analysis Data Science Data Visualization Econometrics
Dataquest
Data Analyst in Python
Git Matplotlib NumPy Pandas Python AB Testing APIs Data Analysis Data Cleaning Data Science
Coursera
Meta
Free
Data Analytics Methods for Marketing
Anke Audenaert

12 hours

Beginner
Tableau AB Testing Cluster Analysis Customer Analytics Data Analysis Data Analytics
DataCamp
Data Science for Business

2 hours

$300

48,488
AB Testing Artificial Intelligence Cluster Analysis Dashboards Data Analysis
DataCamp
Data Science for Everyone

2 hours

$300

80,182
AB Testing Automation Cluster Analysis Data Analysis Data Cleaning
edX
University of California, Berkeley
Free
Data Science: Inferential Thinking through Simulations

5 hours
AB Testing Confidence Intervals Data Science Data Sets Inference
Coursera
Johns Hopkins University
Free
Data Science in Real Life

7 hours

44,000
AB Testing Data Analysis Data Analytics Data Modeling Data Science
Dataquest
Data Scientist in Python
Apache Spark Git Jupyter Kaggle Matplotlib AB Testing APIs Big Data Classification Data Analysis
DataCamp
Experimental Design in R
Kaelen Medeiros

4 hours

$300

9,513
R Programming AB Testing Data Analysis Data Modeling Data Sets
Data Science Bootcamps
Flatiron School
Flatiron - Data Science Bootcamp

3 months

$16,900
Amazon Web Services Jupyter Natural Language Toolkit NumPy Pandas AB Testing APIs Big Data Classification Cluster Analysis
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Career Relevance

AB Testing is most likely to appear on Data Scientist job descriptions where we found it mentioned 8.5 percent of the time.

1. Data Scientist
8.5%
2. Data Analyst
5.1%
3. Data Engineer
2.5%
4. Data Architect
0.8%
5. Business Analyst
0.7%

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