AI Engineering Roadmap

Master this stack to become an ai engineer

0

Math Foundations

foundation

Core concepts & implementation

Progress0%
1

Python Programming

foundation

Core concepts & implementation

Progress0%
2

Streamlit

optional

Core concepts & implementation

Progress0%
3

FastAPI

foundation

Core concepts & implementation

Progress0%
4

Machine Learning

core

Core concepts & implementation

Progress0%
5

Natural Language Processing (NLP)

core

Core concepts & implementation

Progress0%
6

Deep Learning

core

Core concepts & implementation

Progress0%
7

MLOps

advanced

Core concepts & implementation

Progress0%
8

Transformers

advanced

Core concepts & implementation

Progress0%
9

Generative AI

advanced

Core concepts & implementation

Progress0%
10

Gen AI with RAG

advanced

Core concepts & implementation

Progress0%
11

Agentic AI

advanced

Core concepts & implementation

Progress0%
12

LLMs & Fine-tuning

advanced

Core concepts & implementation

Progress0%
13

Model Context Protocol (MCP)

advanced

Core concepts & implementation

Progress0%