LLMOps Masterclass 2025 – Generative AI – MLOps – AIOps

LLMOps Masterclass 2025 – Generative AI – MLOps – AIOps
2025-02-05
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Unlock the Future: Mastering Generative AI, MLOps, AIOps – LLMOps with Open AI and Hugging Face Models Deploy to Prod

What you’ll 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.
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.

Requirements
Programming Proficiency: Proficiency in at least one programming language such as Python is highly recommended, as many practical exercises and projects will involve coding.
Knowledge of Command Line Interface (CLI): Basic understanding of working with the command line interface will be beneficial for executing commands and managing applications throughout the course.
Familiarity with Git: Understanding the basics of version control systems and Git operations will be helpful for managing project repositories and collaborating with peers.
While not mandatory, having these prerequisites will enhance the learning experience and ensure students can fully engage with the course materials and practical exercises. Additionally, a strong willingness to learn and explore new technologies is essential for success in the LLMOps Masterclass 2024.

Description
Who this course is for:
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