Generative AI (English Version): Unleashing Next-Gen AI

Generative AI - English version

3.95 (61 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Generative AI definition, areas of applications, mappings like txt2txt, img2txt, txt2img and txt2voice

How ChatGPT works, and the underlying tech behind like GPT, Large-Scale Language Models (LLM) and Transformers

How Latent Diffusion, StableDiffusion and DALL-E systems work

Generative Adversarial Networks (GANs) and Variational Auto Encoder (VAE)

The good, bad and ugly faces of GenAI, and how to adapt to the new tech

Build ChatGPT clone using OpenAI API and Streamlit

Build NLP applications using OpenAI API like Summarization, Text Classification and fine tuning GPT models

Build NLP applications using Huggingface transformers library like Language Models, Summarization, Translation, QA systems and others

Build Midjourney clone application using OpenAI DALL-E and StableDiffusion on Huggingface

Why take this course?

Hello and Welcome to a new Journey in the vast area of Generative AI

Generative AI is changing our definition of the way of interacting with machines, mobiles and computers. It is changing our day-to-day life, where AI is an essential component.

This new way of interaction has many faces: the good, the bad and the ugly.

In this course we will sail in the vast sea of Generative AI, where we will cover both the theoretical foundations of Generative models, in different modalities mappins: Txt2Txt, Img2Txt, Txt2Img, Img2Txt and Txt2Voice and Voice2Text. We will discuss the SoTA models in each area at the time of this course. This includes the SoTA technology of Transformers, Language models, Large LM or LLM like Generative Pre-trained Transformers (GPT), paving the way to ChatGPT for Text Generation, and GANs, VAE, Diffusion models like DALL-E and StabeDiffusion for Image Generation, and VALL-E foe Voice Generation.

In addition, we will cover the practical aspects, where we will build simple Language Models, Build a ChatGPT clone using OpenAI APIs where we will take a tour in OpenAI use cases with GPT3.5 and ChatGPT and DALL-E. In addition we will cover Huggingface transformers and StableDiffusion.

Hope you enjoy our journey!

Reviews

Mario

January 24, 2024

Overall good but speaking could be more fluent. Once exercises start it becomes less effective and too chatty. My advice would be to make it more general purpose and avoid some of the complexities OR make it more detailed.

Pankaj

October 10, 2023

Some more practical information would have been better including some exercises to build real time examples

Rahul

August 17, 2023

Videos shouldn't be large i.e more than 7-8 min video get boring. Even in the video content is not moving, we get stuck on a single image for more than 10 min which is not supporting the content explained. Tone of the speaker is very monotonous that doesn't generate interest.

Ayman

July 22, 2023

very interesting course. Gives you real understanding of the main topics and nice material for getting into details

Serbdeep

July 6, 2023

It is good for developers who really want to create or train data, images from scratch as well as good for consumers who want to leverage available APIs like OpenAI

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