- Introduction to LLM & Generative AI
- LangChain
- LangGraph
- Prompt Engineering
- Ask me anything: A simple strategy for prompting language models
- Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
- Automatic Chain-of-thought Prompting large language models
- https://www.linkedin.com/learning/introduction-to-prompt-engineering-for-generative-ai-2023
- https://www.linkedin.com/learning/prompt-engineering-and-ai-agents-with-chatgpt
- https://www.linkedin.com/learning/paths/develop-your-prompt-engineering-skills
- Summarization
- RAG
- LLM Testing
- Fine-Tunning
- https://www.linkedin.com/learning/nlp-with-python-for-machine-learning-essential-training
- https://www.linkedin.com/learning/large-language-models-text-classification-for-nlp-using-bert
- https://arxiv.org/abs/1706.03762
- https://magazine.sebastianraschka.com/p/building-a-gpt-style-llm-classifier
- https://www.manning.com/books/build-a-large-language-model-from-scratch
- A Visual Guide to Mixture of Experts (MoE)