Doğal Dil İşlemeye Genel Bakış
Doğal Dil İşleme Uygulama Alanları
Doğal Dil İşleme Algoritmaları
Natural Language Toolkit (NLTK
Natural Language Toolkit'e Genel Bakış
Corpus & Corpora
Tokenization
Stop Words
Stemming
Büyük Dil Modellerine (LLMs) Genel Bakış
Transformer Mimarisi
Attention ve Self-Attention
Encoder-Decoder
Hugging Face Model Hub
Prompt Engineering
Zero-Shot, Few-Shot, Chain-of-Thought Örnekleri
AI Agents vs. Agentic AI
Prompt Chaining
Routing
Parallelization
Reflection
Tool Use
Planning
Multi-Agent
Memory Management
Exception Handling
Human-in-the-Loop
Inter-Agent Communication (A2A)
Reasoning Techniques
Guardrails/Safety Patterns
Evaluation and Monitoring
Model Context Protocol (MCP)
Knowledge Retrieval (RAG)
Prioritization
MLOps'a Genel Bakış
LLMOps'a Genel Bakış
ML System Lifecycle
MLaaS : Machine Learning as a Services
LLM Application Deployment
Yapay Zeka Güvenliğine (AI Security) Genel Bakış
LLM Security
OWASP LLM Security Top 10 : LLM Uygulamalarındaki Güvenlik Zafiyetleri