Data to Decisions — Data Science
Turn raw data into insights and career opportunities.
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Starts Rolling12 of 12 seats left
Duration
12 weeks · 19 sessions
Format
Cohort-based
Language
English & Urdu
Level
Intermediate
Certificate
Included
Includes Tarbiyah
Every week: a short character session. Adab, niyyah, reflection.
What you’ll build
A complete data science capstone, live on GitHub.
Turn raw data into insights and career opportunities.
Hosted online with your name on it.
Every student leaves with a project at a URL they control , reviewed by classmates, marked by the teacher, ready to share with employers, family, friends.
Prerequisites.
What you’ll learn
10 weeks · 19 lessons
01
Week 1 — Foundations
What data science is. Statistics before code.
- Session 1 — What is Data Science? Why Does It Pay? Free90 min
- Session 2 — Numbers Have Stories — Statistics Basics90 min
02
Week 2 — NumPy + Pandas
The two libraries you'll use every single day.
- Session 3 — NumPy — Python for Numbers90 min
- Session 4 — Pandas — The Data Scientist's Best Friend90 min
03
Week 3 — Cleaning & Grouping
80% of the job. The other 20% lives here too.
- Session 5 — Cleaning Data — The Unglamorous Truth90 min
- Session 6 — Grouping & Aggregating — Finding Patterns90 min
04
Week 4 — Visualisation
Matplotlib + Seaborn. From data to chart to story.
- Session 7 — Visualisation with Matplotlib90 min
- Session 8 — Beautiful Charts with Seaborn90 min
05
Week 5 — SQL
The language every data job requires.
- Session 9 — SQL Basics — Talking to Databases90 min
- Session 10 — SQL Advanced — Grouping & Joining90 min
06
Week 6 — Machine Learning
From spam classifier to predicting house prices.
- Session 11 — Introduction to Machine Learning90 min
- Session 12 — Linear Regression — Predicting Numbers90 min
07
Week 7 — Classification & Storytelling
Yes/No predictions. The skill that gets you hired.
- Session 13 — Classification — Predicting Categories90 min
- Session 14 — Data Storytelling — Presenting Insights90 min
08
Week 8 — Capstone Kickoff
Plan it. Start building.
- Session 15 — Capstone Project Planning90 min
- Session 16 — Capstone Build — Session 190 min
09
Week 9 — Capstone Deep Build
Model, polish, rehearse.
- Session 17 — Capstone Build — Session 290 min
- Session 18 — Capstone Rehearsal & Peer Review90 min
10
Week 10 — Demo Day
You are a data scientist.
- Session 19 — Capstone Demo Day — Graduation90 min
Your teacher
Muhammad Awais Moeen
Founder · IlmAI
JavaScript engineer turned teacher. 8 years teaching. Picks the class cap at 12 because that's the size of a class he can know by name.
FAQ