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Foundation Track

Welcome to the Foundation Track! This 7-week program is designed for developers who are new to AI and machine learning.

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Python for AI Mini Course

Python for AI

✅ Available Now | 7 Lessons + Mini Project | 2 Weeks

Learn Python essentials for AI development, from basics to NumPy. Build a MNIST digit classifier with hands-on Colab notebooks!

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Coming Soon: - 📐 Math Essentials (Weeks 3-4) - 🤖 Introduction to ML (Weeks 5-7)

What You'll Learn

This track covers the essential building blocks for AI development:

Week 1-2: Python for AI

  • Python fundamentals and data structures
  • NumPy for numerical computing
  • Pandas for data manipulation
  • Matplotlib and visualization

Week 3-4: Math Essentials

  • Linear algebra basics
  • Calculus fundamentals
  • Probability and statistics
  • Matrix operations

Week 5-7: Introduction to ML

  • Machine learning concepts
  • Supervised vs unsupervised learning
  • Classification and regression
  • Model evaluation and validation

Prerequisites

  • Basic programming knowledge (any language)
  • High school mathematics
  • Access to Google Colab or Kaggle (free)

Course Format

Each module includes: - 📚 Concept explanations with visuals - 💻 Interactive Jupyter notebooks - 🧪 Hands-on coding exercises - 🎯 Weekly mini-projects - ✅ Knowledge assessments

Learning Path

graph LR
    A[Foundation Track] --> B[Core Track]
    B --> C[Advanced Track]
    style A fill:#7c4dff,color:#fff

After completing this track, you'll be ready to advance to the Core Track.

← Back to Home | Next: Core Track →