Enroll Course: https://www.udemy.com/course/llmops-masterclass-generative-ai-mlops-aiops/
The artificial intelligence revolution is here, and at its forefront are Large Language Models (LLMs). To effectively harness their power, we need robust operational practices – LLMOps. The “LLMOps Masterclass 2025 – Generative AI – MLOps – AIOps” course on Udemy is an exceptional resource for anyone looking to navigate this complex yet crucial domain.
This course offers a comprehensive journey, starting with the foundational concepts of LLM Ops and the critical skill of Prompt Engineering. It skillfully breaks down the ‘Generative AI Tsunami,’ illustrating its impact on our daily lives and showcasing real-world applications. For those new to Generative AI, modules like ‘Generative vs. Discriminative Models’ provide clear explanations, while the deep dive into LLM technical details, including training and enterprise applications, builds a strong technical understanding.
What truly sets this course apart is its hands-on approach. You’ll build a ChatGPT application, learning everything from prerequisites to deployment. The practical aspects of packaging AI/LLM applications using FastAPI and Docker are covered, leading into the essential skill of deploying containerized applications with Kubernetes. The integration of GitHub Actions for workflow automation and CI/CD implementation, including setting up Kubernetes on Google Cloud (GKE), provides a complete picture of modern MLOps pipelines.
The course also introduces the powerful Hugging Face library, empowering you to build Generative AI applications with confidence. A dedicated project using Hugging Face reinforces these skills. Finally, the crucial aspect of monitoring LLM models in production, using tools like WhyLabs and Langkit, ensures the longevity and performance of your AI solutions. The LLMOps Basics section, covering version control and Git, solidifies the fundamental principles.
Whether you’re a developer, data scientist, or an AI enthusiast, this masterclass equips you with the essential knowledge and practical skills to excel in the rapidly evolving world of AI. It’s a must-take for anyone serious about deploying and managing LLM-powered applications effectively.
Enroll Course: https://www.udemy.com/course/llmops-masterclass-generative-ai-mlops-aiops/