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Description

This course is designed to teach participants how to use cutting-edge language models
ChatGPT
,
Google

Bard with Gemini
,
Gemini,

Dalle-2, Dalle-3
,
Meta Imagine,
and
Midjourney
to create a wide range of written content, including blog articles and code. The course will begin with an introduction to the basic concepts of these models and how they work. Participants will then learn how to use these models to
generate text
, including how to
fine-tune them
for specific tasks and how to use them for creative writing. In addition you will learn how to use GPT Builder to create your own GPT to share or list on the GPT Store (coming soon). And with under the hood lessons, students will learn more about how the underlying
transformers models
generate text, how
Generative Adversarial Networks (GANs)
generate images, and
encoder models
allow LLMs to process prompts at a deeper level
In addition to learning how to use these models for writing, participants will also learn how to use them to generate generative new artwork. This will include learning about the different types of generative art that can be created using these models, as well as how to use them to create images, videos, and other forms of media.
Throughout the course, participants will work on hands-on projects, such as
writing a blog post
,
creating a code snippet
,
coding a website, write engaging sales & website copy,
and
generating a piece of artwork
. The course will also include exercises and quizzes to help solidify the concepts covered
By the end of the course, participants will have a deep understanding of how to use
LLMs (Large Language Models)
like
ChatGPT
,
Bard
,
Bard with Gemini
,
Claude
,
Dalle-2

Midjourney
,
Playground AI
, and
Adobe Firefly
to create a wide range of written content and generative new artwork. They will be able to use these models to create their own written content and artwork, and will have the skills and knowledge to continue learning and experimenting with these powerful tools.
Join us to navigate the AI-powered waters of the future, and position yourself at the forefront of innovation. With our course, you'll not just ride the wave of the AI revolution—you'll be leading it.
Who this course is for:
Entrepreneurs that want to make their work more efficient
Content Creators that want to increase their output
Digital Marketers, sales, customer services, and anyone that wants to save time and optimize their processes using AI
Software engineers that want to learn how to leverage Generative AI to write code and create AI applications

What you'll learn

How to use Dall-E, Midjourney, and Adobe Firefly to generate images

How to use ChatGPT, Bard, Gemini, Bing, & Llama to write content and answer questions

How to use GPT Builder to create your own GPTs

Future-proofing your work using Generative AI

Basics of Prompt Engineering and advanced prompting techniques

Priming to get more specific AI responses

High level understanding of GANs, Transformers, and Multimodal Models and how they power Generative AI

Live demonstrations on how to use ChatGPT, Bard, and Claude to write itineraries, chat with PDFs, pair program, and mor

How to Fine Tune a GPT 3.5 Turbo Model and use the OpenAI API for Text and Image Generation

Ethical implications of AI

Requirements

  • You will need a copy of Adobe XD 2019 or above. A free trial can be downloaded from Adobe.
  • No previous design experience is needed.
  • No previous Adobe XD skills are needed.

Course Content

27 sections • 95 lectures
Expand All Sections
1-Introduction
7
1.1-What is Generative AI
1.2-Syllabus
1.3-Familiarize yourself with the Udemy User Interface
1.4-Connect with Me
1.5-Why learn Generative AI
1.6-AI Definitions and Acronyms
1.7-What is Generative AI Course
2-Generating Images with AI using Midjourney, Stable Diffusion, DALL-E, and more
16
2.1-AI Tools Update - April 2024
2.2-Generating Images with Midjourney
2.3-Generating Images with DALLE-2
2.4-Generating Images with DALLE-3 in ChatGPT Plus
2.5-Generating Images with Gemini
2.6-Generating Images with Stable Diffusion
2.7-Editing photos using Generative AI with Photoshop Beta
2.8-Generating Images with Adobe Firefly
2.9-Under the hood: How GANs power Generative Images
2.10-Generative Fill with Adobe Firefly
2.11-Generate Text Effects with Adobe Firefly
2.12-Recolor Logos and Artwork with Adobe Firefly
2.13-Experimenting with Prompts using Playground AI
2.14-Generalizing your AI Image Generation Knowledge
2.15-Image Generation Quiz
2.16-Case study: Coca Cola
3-What are Transformers and how do LLMs work
15
3.1-Demystifying LLMs
3.2-Under the Hood: How Transformers power Generative AI
3.3-Basics of Prompt Engineering
3.4-Zero Shot and Few Shot Prompting
3.5-How to Evaluate Prompts and Models
3.6-A Framework to Writing Powerful Prompts
3.7-Priming: Providing Context to get a more Specialized Answer
3.8-Chain of Thought Prompting
3.9-Transformers Quiz
3.10-(Optional) Grounding LLMs for increased accuracy
3.11-Under the Hood: What makes a model Multimodal
3.12-(Optional) Under the Hood: How Encoders allow LLMs to Process Prompts
3.13-What is RAG (Retrieval Augmented Generation)
3.14-ChatGPT and Beyond: Generalizing your LLM Knowledge
3.15-Case Study: Lawyer Fined for ChatGPT Hallucinations
4-Text Generation with ChatGPT, Gemini, and OpenAI API
15
4.1-Generating Text Content with ChatGPT
4.2-Generating Code with ChatGPT
4.3-Articles and Blogs
4.4-Update, Revise, and Proofread Blogs and Emails
4.5-Summarizing Contracts, Documents, and Reports
4.6-Creating an AI Application using OpenAI API
4.7-(Optional) Data Analysis with ChatGPT Code Interpretter
4.8-Text Generation Quiz
4.9-Choosing the Best LLM for each use case
4.10-Differences between ChatGPT 3.5 and 4
4.11-Case Study: Buzzfeed
4.12-(Optional) Fine-tune and build your own GPT with GPT Builder
4.13-2024 Gemini Update: New Model, Extensions, Check with Google
4.14-2024 Gemini Update Demonstration
4.15-Hands on: Google NotebookLM
5-Live Demonstrations, Prompt Ideas, and Ethics
9
5.1-Example: Planning an Italy Trip using Bard
5.2-Example: Chatting with a PDF using Claude
5.3-Use ChatGPT to write emails for sales
5.4-Use ChatGPT to code a website
5.5-Use ChatGPT to write website copy
5.6-Example: Prompting with Images with Bard
5.7-Example: Pair Programming with ChatGPT
5.8-Dos and Dont's of using Generative AI
5.9-Ethics Quiz
6-[For Developers] How to use the OpenAI API and Fine Tune the GPT 3.5 model
17
6.1-What is Fine Tuning and When to Use It
6.2-Creating an OpenAI API Account
6.3-Setting up your Environment
6.4-Pricing and Usage Limits
6.5-OpenAI API Overview
6.6-How to Fine Tune GPT 3.5 Turbo
6.7-Update on the Completions API
6.8-How to use the Completions API for Translation
6.9-How to use the Completions API for Summarization
6.10-Upgrading the OpenAI API Library
6.11-How to use the Chat Completion API to create a Chatbot
6.12-How to use the Image Generation API to Generate Midjourney like Images
6.13-Demo: Using the Image Generation API to Generate Phone Wallpapers
6.14-Demo: Using the Chat Completion API
6.15-How to use the Text to Speech API to Generate Podcasts from Blog Posts
6.16-Demo: Using the Text to Speech API to Generate Podcasts from Blog Posts
6.17-Getting started with Gemini API in Google AI Studio