YoVDO

Docker for Machine Learning, AI, and Data Science - DockerCon 2023 Workshop

Offered By: Docker via YouTube

Tags

Docker Courses Artificial Intelligence Courses Data Science Courses Machine Learning Courses Image Generation Courses LLaMA2 Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into a comprehensive DockerCon 2023 workshop exploring Docker's applications in machine learning, AI, and data science. Get up to speed with the latest generative AI developments in Large Language Models (LLMs) and Image Generation models. Explore techniques for fine-tuning generative models and follow a detailed walkthrough of building a multi-modal use case leveraging multiple models such as Stable Diffusion XL, CLIP Interrogator, and Llama2. Learn how to containerize models using Python and Dockerfiles, and gain insights into building your first Generative AI vertical, including model containerization, deployment, front-end development, testing, scaling, and updating. Benefit from the expertise of industry leaders from OctoML and Docker as they guide you through practical implementations and best practices. Access additional resources on Docker's Generative AI and Machine Learning Stack, and discover how companies like IKEA Retail standardize Docker images for efficient machine learning model deployment.

Syllabus

Docker for Machine Learning, AI, and Data Science | Workshop (DockerCon 2023)


Taught by

Docker

Related Courses

Data Analysis
Johns Hopkins University via Coursera
Computing for Data Analysis
Johns Hopkins University via Coursera
Scientific Computing
University of Washington via Coursera
Introduction to Data Science
University of Washington via Coursera
Web Intelligence and Big Data
Indian Institute of Technology Delhi via Coursera