Ds
Python first
Data Science
Questions, tables, charts, and a short report a person can act on. Python for data, with the maths explained in words before it becomes notation.
About 12 weeks
On-site · New Shadbagh
Good for. Learners who have Python basics and want analysis, reporting, or a path into machine learning.
What you leave with
- You can clean a messy table
- You can chart a result without decorating it to death
- You can write what the numbers mean in plain language
How the weeks go
01
Tables
- Rows, types, and missing values
- Filtering and grouping
- A question worth asking
02
Pictures
- Charts that match the question
- Averages, spread, and not lying with a scale
- A one-page finding
03
Report
- A dataset with a real question
- The analysis and the caveats
- A short written brief
Tools
- Python
- Pandas
- Charts
- Notebooks