Computer Science

LLMOps course

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Master the operations of large language models. Acquire proficiency in the deployment, management, and optimization of extensive language models on a variety of platforms, such as Azure, AWS, Databricks, local infrastructure, and open source solutions, through practical projects.

Key AI Functions:Azure, Databricks

Description for LLMOps course

  • Gain mastery in Large Language Models (LLMs) through a comprehensive Coursera and Duke University specialization, covering open-source LLM management and generative AI techniques on platforms like Azure, AWS, Databricks, and local infrastructure.
  • Acquire practical experience in designing, deploying, and scaling robust language models for diverse applications via immersive projects and industry best practices.
  • Build a portfolio demonstrating LLM management skills by tackling real-world challenges, preparing for roles such as Machine Learning Engineer, DevOps Engineer, Cloud Architect, AI Infrastructure Specialist, or LLMOps Consultant.
  • Engage in over 20 hands-on coding projects, including deploying LLMs on Azure and AWS, creating prompts with LLM frameworks, running local models using external APIs, and building chatbots with vector databases, to gain authentic, portfolio-ready experience.
  • Level: Beginner

    Certification Degree: Yes

    Languages the Course is Available: 21

    Offered by: On Coursera provided by Duke University

    Duration: 5 months at 10 hours a week

    Schedule: Flexible

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