Module · Beginner
Start Here
Why Python, what to install, and how to read an error.
- 2 lessons
- 20 min
- 1 simulation
Included in Python for Data Science· $9
pandas, Until You Trust It
Load, clean, group, join. The four things a working day is made of.
- Level
- Beginner
- Lessons
- 1
- Total time
- 20 min
- Simulations
- 1
Included in Python for Data Science · $9
Tools you'll use
Python
NumPy
pandas
Skills
- pandas
- groupby
- Merge & join
- Data cleaning
Try it now — free
This is the real simulation from the module. No account needed.
What you will be able to do
- Load and inspect a dataset with pandas
- Clean missing values and wrong dtypes
- Group and join tables to answer a business question
Syllabus
1 lesson · 20 minEvery lesson's title and summary is public. The lessons themselves open once you own the track.
Every lesson in Python for Data ScienceDataFrames and Cleaning
20 minReal data is always dirty. This is the check order to run before touching any analysis.
Included with the track Simulation
Lifetime access
$9More in Python for Data Science
Module · Beginner
The Data Structures You Use Daily
Lists, dicts, tuples, sets — and when to reach for which.
- 1 lesson
- 15 min
- 1 simulation
Included in Python for Data Science· $9