Learn with WhyLabs
Self-guided courses covering fundamentals and advanced topics on large language models (LLM), and machine learning (ML) observability
Available courses:
Introduction to LLMs
This course is on Large Language Model (LLM) fundamentals, including core concepts and best practices. Learn about the evolution of LLMs, training and fine-tuning, prompt engineering, RAGs, evaluation and more.
LLM Use Cases
This course covers a variety of Large Language Model (LLM) use cases including the implementation and impact of chatbots, agents, summarization techniques, developing and applying question-and-answer (Q&A) systems and more.
LLM Security and Safety
Learn about Large Language Model (LLM) security including adversarial attacks, prompt injections, and preventing data leaks. Learn how to protect LLMs against threats like model theft and data poisoning, aligned with OWASP Top 10 for LLM applications.
LLM Deployment and Observability
Learn how to successfully deploy a Large Language Model (LLM), deployment tools available, and how to maintain optimal performance and reliability of LLMs in production with monitoring and observability.
