AI & Machine Learning Starter Path
Career Outcomes: ML Engineer
Data Scientist
AI Application Developer
Research Engineer
Data Scientist
AI Application Developer
Research Engineer
Learning Journey
Python for Data Science
NumPy, Pandas, and data manipulation fundamentals.
Statistics & Linear Algebra
Core math concepts for understanding ML algorithms.
Supervised Learning
Regression, classification, and model evaluation.
Deep Learning Intro
Neural networks with TensorFlow/PyTorch.
MLOps & Deployment
Model serving, monitoring, and production pipelines.