Large Language Model Operations (LLMOps) Specialization

Master Large Language Model Operations. Develop expertise in deploying, managing, and optimizing large language models across various platforms including Azure, AWS, Databricks, local infrastructure, and open source solutions through hands-on projects.

Instructors: Derek Wales +2 more

Skills you'll gain

  •   Databricks
  •   Extract, Transform, Load
  •   OpenAI
  •   Scalability
  •   ChatGPT
  •   MLOps (Machine Learning Operations)
  •   Natural Language Processing
  •   Apache Airflow
  •   Data Transformation
  •   Prompt Engineering
  •   Dataflow
  •   Large Language Modeling
  • Specialization - 6 course series

    Through over 20 hands-on coding projects like deploying large language models on Azure and AWS clouds or services such as Databricks, utilizing the Azure AI Service for building applications, creating powerful prompts with LLM frameworks, running local LLM models using external APIs and cloud services, and constructing a chatbot based on personal data with vector databases, learners will acquire authentic, portfolio-ready experience in deploying, managing, and optimizing large language models. These projects are designed by experts at leading institutions to help professionals tackle real-world LLMOps challenges across various platforms and applications.

    Operationalizing LLMs on Azure

    Advanced Data Engineering

    GenAI and LLMs on AWS

    Databricks to Local LLMs

    Open Source LLMOps Solutions

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