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Baig Academy

1-Week Data Science Salary Challenge
The 1-Week Challenge · Starts Monday

Analyse Real Data
in Python.
In 1 Week.

One dataset. Six daily challenges. A live session Sunday with an AI expert. By the end — a complete salary analysis you built yourself.

15 minutes per day No prerequisites needed Live session with Rahim Baig Real-world dataset
Subscribe for Updates → 100% free.
0k+
Real salary records
0+
Countries covered
0
Daily challenges
1 Live
Sunday session
Day3_Salary_Analysis.ipynb
1import pandas as pd
2# Group by role and experience level
3salary_matrix = df.groupby([
4    'job_title', 'experience_level'
5])['salary_in_usd'].median().round(0)
6print(salary_matrix)
Join the Challenge

Reserve Your Free Spot

Day 1 arrives in your inbox Monday morning. No spam, ever.

Free to join. Unsubscribe any time.

The week ahead

7 Days. One Complete Analysis.

Each day builds on the last. By Saturday you'll have built something real — and Sunday you'll see how it all fits together.

View Challenge 🔒
🗂️
Monday · Day 1
Meet Your Data
Load a dataset of 155,000+ real salary records and explore what's inside.
Available when the challenge starts.
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🔍
Tuesday · Day 2
Filter & Focus
Cut through the noise. Find exactly what's relevant to your career.
Unlocks Tuesday.
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💰
Wednesday · Day 3
Salary Patterns
What do different roles and experience levels actually pay? GroupBy reveals all.
Unlocks Wednesday.
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📈
Thursday · Day 4
Trends Over Time
Is data science growing or cooling off? Build your first line charts and find out.
Unlocks Thursday.
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🌍
Friday · Day 5
Where in the World
Most jobs ≠ highest pay. Map the global salary landscape with bar charts.
Unlocks Friday.
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📊
Saturday · Day 6
Your Personal Report
Find your percentile, see your career ladder, and write your conclusions.
Unlocks Saturday.
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🎙️
Sunday · Day 7
Live Session — Full Solution & Q&A
Join a free live walkthrough where the week's full analysis is built end-to-end, every question gets answered, and you can ask anything about data and AI careers.
Live · Free Register Now →
Hosted by
Rahim Baig
AI & Data Science Expert
What you walk away with

Not just knowledge.
Actual output.

Every challenge is built around doing, not watching. By the end of the week you have real work to show — not just a certificate that says you completed something.

  • 🐍A working Python analysis you wrote yourself — no copy-pasting solutions
  • 💼A personal salary benchmark for your exact role, level, and region
  • 📁A portfolio piece you can reference in job applications and interviews
  • 🎯Confidence that you can open a blank notebook and actually do something with it