Data Analysis

Get started with essential tools and strategies to make data-driven decisions. 

Enhance your job performance or indulge your creative curiosity. Data Analysis On Demand is a fun, flexible learning path that gives you a robust introduction to industry fundamentals.

Skill up when you want, where you want on our dynamic online platform. Expert mentors keep you motivated with guidance and feedback in convenient 1:1 sessions. 

Hone techniques like cleaning data, framing questions, data visualization, and communicating insights. Apply new skills to work or passion projects as you go!

Request Program Guide

  • Premium content by experts

  • 35 unique lessons

  • 5 1:1 mentor sessions

  • Flexible, self-led format

  • Downloadable lesson guides

  • Quizzes

  • Skill assessment

  • Creation of a portfolio-ready project 

  • Device-friendly platform

  • 12-month access 

  • Letter of completion

Hundreds of global companies choose General Assembly to train their teams. Here are just a few of them.
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Dedicated Expert Support 

Use one-on-one sessions with GA’s mentors to troubleshoot complex concepts, go deeper into topics of interest, and refine your portfolio project.

Dynamic Learning That Keeps You Engaged

Our unique approach keeps users on track and motivated by combining bite-sized lessons, projects, mentor sessions, and reminders. Access is available anywhere, anytime across your laptop, tablet, and smartphone.

Skills Gaps and Growth Opportunities 

This program includes access to the Data Analysis Level 1 (DA1) assessment. A study guide and practice assessment are provided, along with your personal DA1 score report. 

GA’s industry-benchmarked assessment helps you measure proficiency against thousands of analysts worldwide.

The Data Science Standards Board

GA works with global industry executives on the Data Science Standards Board to establish standards for excellence and build the next generation of leaders. Read more here.

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Alumni of GA data courses
GA assessments taken
Companies trained
Unique lessons

Inside Our Industry-Backed Learning Path

Data Wrangling

  • Data Analysis Framework
  • Finding the right data
  • Identifying and handling problematic data
  • Harnessing the power of functions

Exploring Data

  • Data profiling
  • Creating tables
  • Charting and visualizing data
  • Logical functions

Interpreting Data

  • Statistical thinking and design
  • Interpreting data with PivotTables
  • Measuring the relationship between variables

Communicating Insights

  • Telling a good story
  • Designing effective visualizations
  • Planning and building dashboards


  • Exploring data with queries
  • Refining searches
  • Modifying text query results
  • Null values
  • Aggregation
  • JOINing tables

“This program offers a challenging mix of concepts that you can apply toward a variety of real-world business problems. The diversified instructional delivery methods, detailed problem sets, and one-on-one access to subject matter experts creates a learning environment that meets individuals’ unique learning styles and sets them up for forward success.”

Rachel Denton
Data Analysis Mentor

Find Out More

Our team will contact you to answer your questions, provide a program guide, and share information on employer sponsorship.

Interested in training your team? Learn more about our enterprise offerings.

Access to this content and learning experience is for recreational purposes only. This offering is not regulated by the Bureau of Proprietary School Supervision. Access to this content is for avocational purposes, and no academic credit, certificate, or diploma is awarded upon completion.