Data Science — Core
- Core
- 5 months, 5–8 hrs/week
25 USDper month
You can write basic Python. Now do the daily work of a data scientist: clean messy data with Pandas, pull it from databases with SQL, and use probability, statistics and charts to explain what's really going on.
- NumPy
- Pandas
- SQL
- Statistics
- Matplotlib
Phase 1
NumPy & Pandas
Fast maths on arrays, then cleaning, joining and reshaping messy data.
Phase 2
SQL & databases
Queries, joins, grouping and window functions on a real database.
Phase 3
Statistics & visualization
Probability, distributions and sampling, with charts in Matplotlib and Seaborn.
Phase 4
Capstone
A full analysis of a real dataset, with written findings you can defend.