Generative AI with Diffusion Models

Price
$500.00 USD

Duration
1 Day

 

Delivery Methods
Virtual Instructor Led
Private Group

Request More Information
Download Course Details
Course Details Only
Course Details & Schedule
Skip to Class Dates

Course Overview

Thanks to improvements in computing power and scientific theory, Generative AI is more accessible than ever before.Generative AI will play a significant role across industries and will gain significant importance due to its numerous applications such as Creative Content Generation, Data Augmentation, Simulation and Planning, Anomaly Detection, Drug Discovery, and Personalized Recommendations etc. In this course we will take a deeper dive on denoising diffusion models, which are a popular choice for text-to-image pipelines, disrupting several industries.

Course Objectives

  • Build a U-Net to generate images from pure noise
  • Improve the quality of generated images with the Denoising Diffusion process
  • Compare Denoising Diffusion Probabilistic Models (DDPMs) with Denoising Diffusion Implicit Models (DDIMs)
  • Control the image output with context embeddings
  • Generate images from English text-prompts using CLIP

Who Should Attend?

Developers
  • Top-rated instructors: Our crew of subject matter experts have an average instructor rating of 4.8 out of 5 across thousands of reviews.
  • Authorized content: We maintain more than 35 Authorized Training Partnerships with the top players in tech, ensuring your course materials contain the most relevant and up-to date information.
  • Interactive classroom participation: Our virtual training includes live lectures, demonstrations and virtual labs that allow you to participate in discussions with your instructor and fellow classmates to get real-time feedback.
  • Post Class Resources: Review your class content, catch up on any material you may have missed or perfect your new skills with access to resources after your course is complete.
  • Private Group Training: Let our world-class instructors deliver exclusive training courses just for your employees. Our private group training is designed to promote your team’s shared growth and skill development.
  • Tailored Training Solutions: Our subject matter experts can customize the class to specifically address the unique goals of your team.

Course Prerequisites

  • Good understanding of PyTorch
  • Good understanding of deep learning

Agenda

  • Course Introduction
  • From U-Nets to Diffusion
  • Control with Context
  • Text-to-Image with CLIP
  • State-of-the-art Models
  • Final Review
 

Get in touch to schedule training for your team
We can enroll multiple students in an upcoming class or schedule a dedicated private training event designed to meet your organization’s needs.

 



Do You Have Additional Questions? Please Contact Us Below.

contact us contact us 
Contact Us about Starting Your Business Training Strategy with New Horizons