Welcome to your immersive and transformative introduction to machine learning.

Unlike traditional teaching methods, our program draws inspiration from MIT’s renowned teaching traditions, emphasizing active learning, real-world problem-solving, and collaborative exploration.

By blending dynamic discussions, immersive activities, hands-on exercises and moments of traditional lecturing, we create a transformative experience that goes beyond passive learning and empowers you to think critically, experiment boldly and master the foundations of machine learning.

Program Details

Program Overview

Before the Program

Before the Program Survey

MISTI GTL-AI Peru 2025 Introduction Survey

Day 1 | Machine Learning Introduction [California Housing]

Day 2 | Basic Classification & Regression Techniques

Day 3 | Intermediate Classification / Regression Techniques and an Introduction to Natural Language Processing

Day 4 | Deep Learning Introduction [MNIST]

Day 5 | Advanced Machine Learning Techniques [California Housing/MNIST]

Day 6 | Advanced Deep Learning Techniques [MNIST]

Day 7 | Project Time - Focus on Model Validation

Day 8 | Project Time - Focus on Results & Pitch Presentation

Day 9 | Pitch Day!