THE ROADMAP

Meine AI Engineering Journey

Von Python-Grundlagen bis zu modernen AI-Systemen. Jeder Schritt ist Teil des Weges.

Gesamtfortschritt0%

0 von 25 Topics abgeschlossen

01 Programming & Foundations

5 Topics

Python Fundamentalsnot_started↗Git & GitHubnot_started↗Linux & CLInot_started↗Data Structures & Algorithmsnot_started↗SQL & Databasesnot_started↗

02 Mathematics for AI

3 Topics

Linear Algebranot_started↗Probability & Statisticsnot_started↗Calculus & Optimizationnot_started↗

03 Machine Learning

4 Topics

NumPy & Pandasnot_started↗Supervised Learningnot_started↗Model Evaluationnot_started↗Unsupervised Learningnot_started↗

04 Deep Learning

3 Topics

Neural Networksnot_started↗PyTorchnot_started↗Transformersnot_started↗

05 LLMs & Modern AI

4 Topics

LLM Fundamentalsnot_started↗Embeddings & Vector Searchnot_started↗Retrieval-Augmented Generationnot_started↗Fine-tuning & Evaluationnot_started↗

06 Agentic AI & Engineering

4 Topics

Tool Calling & Agentsnot_started↗Workflows & Orchestrationnot_started↗AI System Securitynot_started↗Monitoring & Deploymentnot_started↗

07 Capstone Projects

2 Topics

Build a RAG Appnot_started↗Deploy an AI Agentnot_started↗