From Code to Cognition: An Interactive Learning Plan

Scikit-learn: The workhorse library for classical ML in Python. Master its consistent API for training, testing, and evaluating models.
Model Evaluation: Go beyond accuracy. Implement confusion matrices, precision-recall curves, and R-squared metrics.

From Code to Cognition

An interactive learning plan for software engineers transitioning to Machine Learning and Robotics. This roadmap is designed as a spiral of theory and practice, ensuring you build intuitive understanding alongside practical skills.

Curriculum Timeline Overview

This chart visualizes the estimated duration for each phase. Click on a bar to jump to that phase's details.