UDEMY
UDEMY Logo

Generative AI - From Big Picture, to Idea, to Implementation 

  • Offered byUDEMY

Generative AI - From Big Picture, to Idea, to Implementation
 at 
UDEMY 
Overview

Gain a comprehensive overview of Generative AI

Duration

6 hours

Total fee

449

Mode of learning

Online

Credential

Certificate

Generative AI - From Big Picture, to Idea, to Implementation
 at 
UDEMY 
Highlights

  • Earn a certificate after completion
Details Icon

Generative AI - From Big Picture, to Idea, to Implementation
 at 
UDEMY 
Course details

What are the course deliverables?
  • How to implement Generative AI models. We focus on proper concept implementation and relevant code (no administrative code)
  • How to identify great ideas in the GAI space and make best use of already developed models for realising your projects and ideas
  • Learn about the ethical side: what are the concerns around GAI, incl. deep fakes, etc
  • How to augment your dataset such that it ultimately improves your machine learning performance eg. for classifiers of rare diseases
  • The technical side: from the evolution of generative models, to the generator-discriminator interplay, to common implemenation issues and their remedies
  • Get to know the broad spectrum of GAI applications and possibilities tangibly eg. 3D object generation, interactive image generation, and text generation
Read more
More about this course
  • This program will help in Generative AI, 3D Object Generation, Text-to-Image Translation, Video-to-Video Translation, AutoEncoder, Idea Generator, Face Generation and more

Generative AI - From Big Picture, to Idea, to Implementation
 at 
UDEMY 
Curriculum

Introduction

Discriminative vs. Generative AI

Why does Generative AI Matter

Where is Generative AI located?

The Power of Generative Adversarial Networks(GANs)

Why did it take them so long?

The implementation of a simple GAN

A Deep-Dive into various Application Fields

Concerns around Generative AI Models

Noteworthy GAN Architectures

GAI Applications and further Ideas

Other courses offered by UDEMY

549
50 hours
– / –
3 K
10 hours
– / –
549
4 hours
– / –
599
10 hours
– / –
View Other 2344 CoursesRight Arrow Icon
qna

Generative AI - From Big Picture, to Idea, to Implementation
 at 
UDEMY 

Student Forum

chatAnything you would want to ask experts?
Write here...