Generative AI:
Foundations Course
How the next milestone in machine learning will improve the products we build
Generative AI (GenAI) is revolutionizing the game and producing outstanding results!
Take your projects to new heights with GenAI models that generate, transform, and improve datasets with ease.
In this foundations course, we answer these and more questions as best as possible:
What is the future of GenAI models?
Or, how can I utilize data generation for my own projects?
We look at the tech behind it, what applications exist and could exist, and at the ethical side of things.
Enjoy your Generative AI journey!
“Learning how to use Generative AI effectively will become a marketable skill.”
Who this course is for
Tech-enthusiasts that want to learn/ stay up-to-date with the newest advancements in AI
Potential entrepreneurs, as we will provoke various project ideas
Everyone who is ready for an exciting journey into the uncharted territory of Generative AI models. Let's go!
WHAT YOU’LL GET
6+ hours of video lessons
Continued help from the instructor
Resources to get you started and going post-course
Full lifetime access
Certificate of completion
What you will learn
Understand Application Fields
Get to know the broad spectrum of Generative AI applications and possibilities tangibly eg. 3D object generation, interactive image generation, and text generation.
Implement Generative AI Models
Learn how to implement Generative AI models. We focus on proper concept implementation and relevant code. (no administrative code)
Generative AI Concerns
Learn about the ethical side: what are the concerns around GAI, incl. deep fakes, etc.
Identify and Get Started with Your Ideas
Be able to identify great ideas in the Generative AI space and make best use of already developed models for realising your projects and ideas.
Improve Datasets and Models
How to augment your dataset such that it ultimately improves your machine learning performance eg. for classifiers of rare diseases.
Generative AI Evolution & Future
Learn the evolution of generative models, what has been developed, and into what this tech might develop.
This Generative AI : Foundations Course provides you with all relevant concepts of Generative AI, and supports you to build your own projects.
What does the course comprise?
This course provides you all relevant concepts of Generative AI.
The deep-dive part of the course is going to be structured in application modules that are rich with examples. Each module elaborates on what it is, where it brings value, and how you can build your own GenAI projects.
Outline of the Course
1.Introduction - preview
2. Discriminative AI vs. Generative AI
3. Why does Generative AI matter?
Application Fields and Potential/ Trends
Examples: Face Generation, Video-Transfer, Generated Art, NFTs, Crypto
4. Generative AI: core algorithms and their evolution
VAEs - Variational Autoencoders
GANs - Generative Adverserial Networks
LLMs - Large Language Models
5. The Power of GANs
How Generative AI Models work
Excursion on Neural Networks
Generative AI Ideation
6. Why did it take them so long?
7. Implementation of a simple GAN
8. Various Application Fields
3D-Object Generation - preview
Interactive Image Generation
Data Augmentation
9. Concerns around GAI Models
10. Application Modules/ Noteworthy GAN Architectures
Text-to-Image
Video Generation
Game Simulation
11. What’s next?
Concerns and malicious applications
How to read research paper efficiently?
Strategy on how to develop your own application using Generative AI
The course is in English.
Taking this course, you will be granted a lifetime access to the continuously evolving course.
Having heard about AI before is advised, but not a must.
The instructor
Our Data Scientist
what our students said about the course
This Generative AI : Foundations Course provides you with all relevant concepts of Generative AI, and supports you to build your own projects.
FAQS
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There are more than 6 hours of video material + external resources cited. Depending on your pace and depending on how much you want to explore the topics presented, you can finish the course within a week.
However, it is recommended not to rush through the content, but rather explore and follow what is interesting to you. -
Irregular, if necessary. However, advanced and more complex concepts (reaching the newest heights) will be taught in the advanced Generative AI course.
If you want to be notified once the course is ready, just subscribe to the newsletter. -
Videos, and some external resources, e.g. articles, books, and videos.
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After you have purchased the course, you can reach out to the teacher (Martin) via the support page.
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A lifetime.
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After you went through the course, reach out to us. We issue the certificate to you soon.
Further keywords: NFT, Metaverse, Crypto, Blockchain, Creativity