LLM Engineering Essentials
Gain the skills to build LLM-powered services that work. Master LLM APIs and self-hosted LLMs as you code, experiment, and create a platform for custom AI-powered NPCs.
1. Understand the fundamentals of LLM APIs and workflows to create a chatbot based on your favorite fantasy character
2. Learn to work with self-hosted LLMs, encoders, and vector stores, and build a RAG system
3. Explore monitoring tools like Prometheus and Grafana. Optimize and fine-tune your LLM-powered service
What you will learn:
• Prompting Strategies
• Inference Parameters
• LLM Workflows
• Agents
• Reasoning
• RAG
• Hugging Face Ecosystem
• Inference Engines
• Quantization
• Evaluation
• Monitoring
• Fine-Tuning
• Reinforcement Learning
• Scaling
Link: Course
Navigational hashtags: #armknowledgesharing #armcourses
General hashtags: #llm #largelanguagemodels #huggingface #agents #rag #promptengineering
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9June 28, 2026 423 15
