Data Scientist
From SQL to statistical rigor to communicating results that change decisions.
12–16 weeks Beginner → Intermediate 163 lessons
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Curriculum
- 1
Python
41 lessonsFrom syntax to production AI apps — the language for everything.
Explore section - 2
Pandas
13 lessonsThe de-facto tool for tabular data in Python.
Explore section - 3
Storytelling with Visualisation
12 lessonsMatplotlib, Seaborn — and how to turn a chart into a story that lands.
Explore section - 4
SQL
27 lessonsAnalytics-grade SQL, warehouse dialects, and dbt.
Explore section - 5
Math for ML
37 lessonsLinear algebra, calculus, and probability with code.
Explore section - 6
Machine Learning
33 lessonsTrees beat neural nets on most tabular problems — and other truths.
Explore section