3-Month Roadmap
Full Curriculum
Structured monthly to take you from foundations to advanced AI — step by step.
M1Foundations & Data Analysis
- —Python for Data Science
- —NumPy & Pandas
- —Data Cleaning & Wrangling
- —Exploratory Data Analysis
- —Data Visualization (Matplotlib, Seaborn)
- —Statistics & Probability
- —SQL for Analysts
- —Capstone Project 1
M2Machine Learning
- —Supervised Learning
- —Unsupervised Learning
- —Scikit-Learn in Depth
- —Feature Engineering
- —Model Evaluation & Tuning
- —Regression & Classification
- —Clustering & Dimensionality Reduction
- —Capstone Project 2
M3Deep Learning & AI
- —Neural Networks & TensorFlow
- —Computer Vision (CNN)
- —NLP & Transformers
- —Generative AI & LLMs
- —Model Deployment (FastAPI)
- —MLOps Basics
- —Final AI Project
- —Career Day & Demo