LLMOps Masterclass 2025 - Generative AI - MLOps - AIOps
Unlock the Future: Mastering Generative AI, MLOps, AIOps - LLMOps with Open AI and Hugging Face Models Deploy to Prod
4.52 (276 reviews)
3 202
students
16.5 hours
content
Feb 2025
last update
$79.99
regular price
What you will learn
Gain a deep understanding of Generative AI, including its impact on daily life and real-world applications.
Explore fundamental concepts such as AI levels, types, and the difference between generative and discriminative models.
Learn about Prompt Engineering, including its architecture, components, and techniques for prompt generation.
Understand the technical details of Language Model (LLM), its training process, and its enterprise applications.
Develop hands-on experience by building LLM applications using ChatGPT and Hugging Face Library.
Master the art of packaging and deploying AI applications using technologies such as FastAPI, Docker, and Kubernetes.
Implement continuous integration and continuous deployment (CI/CD) pipelines using GitHub Actions, ensuring efficient project management.
Explore monitoring techniques for LLM models in production, ensuring their reliability and performance.
Acquire essential LLMOps basics, including version control systems, Git setup, and CICD demonstrations.
Prepare for industry standards and best practices in AI development and operations, ensuring readiness for real-world challenges.
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udemy ID
05/02/2024
course created date
19/04/2024
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