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MBAI-200
Level 2
20 hours10 sessions · 2 hours each

Introduction to AI Development & Environments

Turn raw data into compelling visual stories with Matplotlib, Seaborn, and Plotly — all inside Google Colab.

Course overview

Students master design principles and data storytelling (Observation → Insight → Recommendation) using Python and the most-loved visualization libraries in industry.

Core curriculum

Four themed modules. Each module is a working block of lessons and labs.

1Module 1

Visual Foundations

Why charts matter (Anscombe’s Quartet). Quick explorations using Pandas .plot() and pivot tables.

2Module 2

Statistical Charts

Gain full layout control with Matplotlib (Figure/Axes) and create stunning distributions with Seaborn.

3Module 3

Interactive Maps

Build dynamic, shareable charts with Plotly animations and interactive real-world maps using Folium.

4Module 4

Data Storytelling

Design accessible charts. Turn observations into actionable insights via a final portfolio project.

What you'll gain

  • Production-quality charts with Matplotlib, Seaborn, and Plotly
  • Comfort with Google Colab as a daily AI workspace
  • Practical data-storytelling framework (Observation → Insight → Recommendation)
  • A polished visualization portfolio project

Available classes

Open classes you can enroll in directly. Each class shows its instructor and weekly schedule.

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