Choose a goal-based sequence through programming, computer science, data science, artificial intelligence, and technology leadership videos.
The original detailed roadmap remains available as a historical archive with its code, slides, and downloadable files.
Archive + current
Choose your Bilgisayar Kavramları learning path
These paths reorganize the channel’s real playlists and prerequisite relationships around different goals.
Featured professional route
AI & LLM Career Path: From Zero to Professional Practice
The recommended sequence through the channel’s professional series, from fundamentals and model architecture to RAG, agentic systems, and production deployment.
- 01
Foundation
- 02
Language and representation
- 03
Model architecture
- 04
Adaptation and specialization
- 05
Reasoning and knowledge
- 06
Production and operations
Recommended sequence
Beginner and curious learner
Understand the computing world and write your first code without requiring a technical background.
Recommended sequence
University student
Build the computer-science core in prerequisite order.
Recommended sequence
New graduate
Strengthen programming foundations for interviews, production work, and specialization.
Recommended sequence
Business professional
Understand data, decisions, processes, and AI business impact before going deep into code.
Recommended sequence
Entrepreneur and executive
Move from technology literacy to AI-enabled product and transformation decisions.
How to use these paths Choose one path as your backbone, skip what you already know, and follow each playlist in YouTube order. This page does not replace university coursework or professional training.
Search current channel topics
Explore generative AI, LLMs, RAG, agents, and current technology topics within the channel.
Detailed legacy roadmap
The complete historical page, including code, slides, and downloadable files.