Course · Interactive

Data Science Beginner

Interactive-first data science with Python: NumPy, pandas, matplotlib, and academy datasets — 260+ graded drills, 32 playgrounds, 32 lessons.

Who it's for

Learners who completed Python for Programmers — Beginner and want hands-on pandas practice.

What you'll learn

  • Load, filter, and summarize academy data with pandas
  • Use NumPy for vectorized numeric work
  • Create line, bar, histogram, and scatter charts with matplotlib
  • Complete a full enrollment analytics capstone report

Course contents

  1. 01Data science workflow & NumPy
  2. 02Pandas Series & DataFrames
  3. 03Loading CSV, dtypes & missing data
  4. 04describe, value_counts & groupby
  5. 05Matplotlib visualization
  6. 06Drill lab & enrollment capstone