Generative AI - From Big Picture, to Idea, to Implementation
- Offered byUDEMY
Generative AI - From Big Picture, to Idea, to Implementation at UDEMY Overview
Generative AI - From Big Picture, to Idea, to Implementation
at UDEMY
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
Generative AI - From Big Picture, to Idea, to Implementation
at UDEMY
- Earn a certificate after completion
Generative AI - From Big Picture, to Idea, to Implementation at UDEMY Course details
Generative AI - From Big Picture, to Idea, to Implementation
at UDEMY
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
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
Generative AI - From Big Picture, to Idea, to Implementation
at UDEMY
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
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