Prepstellar

Data

Data Analysis Fundamentals

31 lessons · 9 domains · Narrated

A full course on data analysis: written lessons covering data loading, selection and data quality, transformation and reshaping, aggregation, combining datasets, time-aware analysis, and visualization, narrated audio for every concept, practice questions with explanations, and mock exams. Every statement traces back to current pandas documentation.

What you'll learn

  • Getting started
  • Data Foundations and Loading
  • Selection and Data Quality
  • Transformation and Reshaping
  • Aggregation and Analytical Calculations
  • Combining Datasets
  • Time-Aware Analysis
  • Visualization and Communication
  • Exploratory Analysis Workflow

The course

The remaining 25 lessons are in the app.

All practice sets

Mock exam

Final test · 25 questions · Free Data Analysis Fundamentals final test 25 questions from the whole course. Untimed here; timed and scored in the app.

The whole course, on your phone

Lessons you can read, audio you can listen to on the way to work, and practice that remembers what you got wrong.