Mô tả

This course is designed to teach participants how to use cutting-edge language models ChatGPT, Google Bard with 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-2Midjourney, 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.

Bạn sẽ học được gì

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

How to use ChatGPT, Bard, 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

Yêu cầu

  • No programming experience needed! You'll learn everything you need to know
  • A valid email to signup for an account
  • Basic knowledge of how to use a computer

Nội dung khoá học

6 sections

Introduction

7 lectures
What is Generative AI
01:20
Syllabus
04:07
Familiarize yourself with the Udemy User Interface
02:41
Connect with Me
00:53
Why learn Generative AI
07:51
AI Definitions and Acronyms
05:25
What is Generative AI Course
4 questions

Generating Images with AI using Midjourney, Stable Diffusion, DALL-E, and more

16 lectures
AI Tools Update - April 2024
00:23
Generating Images with Midjourney
06:48
Generating Images with DALLE-2
07:26
Generating Images with DALLE-3 in ChatGPT Plus
03:19
Generating Images with Gemini
04:33
Generating Images with Stable Diffusion
02:40
Editing photos using Generative AI with Photoshop Beta
07:58
Generating Images with Adobe Firefly
07:54
Under the hood: How GANs power Generative Images
06:22
Generative Fill with Adobe Firefly
08:30
Generate Text Effects with Adobe Firefly
03:14
Recolor Logos and Artwork with Adobe Firefly
04:42
Experimenting with Prompts using Playground AI
05:56
Generalizing your AI Image Generation Knowledge
03:58
Image Generation Quiz
3 questions
Case study: Coca Cola
02:49

What are Transformers and how do LLMs work

15 lectures
Demystifying LLMs
03:30
Under the Hood: How Transformers power Generative AI
10:12
Basics of Prompt Engineering
05:59
Zero Shot and Few Shot Prompting
03:55
How to Evaluate Prompts and Models
05:32
A Framework to Writing Powerful Prompts
05:18
Priming: Providing Context to get a more Specialized Answer
07:08
Chain of Thought Prompting
05:03
Transformers Quiz
6 questions
(Optional) Grounding LLMs for increased accuracy
09:27
Under the Hood: What makes a model Multimodal
07:18
(Optional) Under the Hood: How Encoders allow LLMs to Process Prompts
13:29
What is RAG (Retrieval Augmented Generation)
06:41
ChatGPT and Beyond: Generalizing your LLM Knowledge
04:16
Case Study: Lawyer Fined for ChatGPT Hallucinations
04:07

Text Generation with ChatGPT, Gemini, and OpenAI API

14 lectures
Generating Text Content with ChatGPT
05:17
Generating Code with ChatGPT
04:22
Articles and Blogs
05:29
Update, Revise, and Proofread Blogs and Emails
03:38
Summarizing Contracts, Documents, and Reports
04:10
Creating an AI Application using OpenAI API
05:48
(Optional) Data Analysis with ChatGPT Code Interpretter
06:51
Text Generation Quiz
3 questions
Choosing the Best LLM for each use case
07:00
Differences between ChatGPT 3.5 and 4
03:56
Case Study: Buzzfeed
03:11
(Optional) Fine-tune and build your own GPT with GPT Builder
12:20
2024 Gemini Update: New Model, Extensions, Check with Google
02:02
2024 Gemini Update Demonstration
07:17

Live Demonstrations, Prompt Ideas, and Ethics

9 lectures
Example: Planning an Italy Trip using Bard
07:48
Example: Chatting with a PDF using Claude
03:40
Use ChatGPT to write emails for sales
03:20
Use ChatGPT to code a website
04:20
Use ChatGPT to write website copy
03:25
Example: Prompting with Images with Bard
03:44
Example: Pair Programming with ChatGPT
05:15
Dos and Dont's of using Generative AI
02:59
Ethics Quiz
2 questions

[For Developers] How to use the OpenAI API and Fine Tune the GPT 3.5 model

17 lectures
What is Fine Tuning and When to Use It
05:34
Creating an OpenAI API Account
02:06
Setting up your Environment
04:23
Pricing and Usage Limits
03:39
OpenAI API Overview
07:20
How to Fine Tune GPT 3.5 Turbo
12:22
Update on the Completions API
01:06
How to use the Completions API for Translation
03:08
How to use the Completions API for Summarization
02:47
Upgrading the OpenAI API Library
01:54
How to use the Chat Completion API to create a Chatbot
02:59
How to use the Image Generation API to Generate Midjourney like Images
05:30
Demo: Using the Image Generation API to Generate Phone Wallpapers
05:54
Demo: Using the Chat Completion API
06:51
How to use the Text to Speech API to Generate Podcasts from Blog Posts
03:05
Demo: Using the Text to Speech API to Generate Podcasts from Blog Posts
05:37
Getting started with Gemini API in Google AI Studio
09:14

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