Artificial Intelligence Generative Artificial Intelligence : World's First Complete Online Course

Generative Artificial Intelligence : World's First Complete Online Course

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Join the team of GenerativeAI.net and attend the world’s first complete online course on Generative AI.

This course provides you with all relevant concepts of Generative AI. It is structured in the following way:

1) Introduction + AI Overview
2) Programming Basics
3) Generative AI and core concepts
4) Application Modules
5) Build your breakthrough AI

First, we will introduce the broad topic of artificial intelligence (AI), what it exactly is, and what its rudimentary subfields are – such as Machine Learning (ML), Deep Learning (DL), Reinforcement Learning (RL), Natural Language Processing (NLP), etc. Furthermore, a short introduction to the programming language Python and helpful libraries such as TensorFlow will be provided optionally. In the next part, we dive deep into Generative AI. This 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 such an AI yourself.

The course is in English. We are dealing with concepts that achieve top performance results. Lastly, one of our top priorities is it to have visually appealing examples throughout the course.

Outline of the Course
– Introduction

– AI Overview
— What is Machine Learning?
— What is Deep Learning?
— What is Reinforcement Learning ?
— What is Natural Language Processing?
— What is Generative AI?

– Programming Introduction
— Python
— TensorFlow + Keras
— Other important libraries

– Generative AI and its core algorithms
— GANs – Generative Adverserial Networks
— Autoencoder (Universal Neural Style-Transfer)
— VAEs – Variational Autoencoders
— RNNs – Recurrent Neural Networks

– Application Modules (incl. real-world examples and how to implement it)
— Text-to-Image
— Interactive Image Generation
— Domain-transfer (i.e. image style-transfer, sketch-to-image)
— Synthetic Data Generation
— Super Resolution Images
— Human Pose Estimation
— Automatic Video Generation
— Video Prediction
— 3D Object Generation
— Cybersecurity 2.0 (Adversarial Defense vs. Attack)

– What’s next?
— How to read research paper efficiently?
— Strategy on how to develop your own application using Generative AI

Visit https://generativeai.net/
Instructor: https://www.linkedin.com/in/martinmusiol1/

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