IIRF Online > Business > Entrepreneurship > ChatGPT > How to use ChatGPT and Generative AI to help create content
How to use ChatGPT and Generative AI to help create content by Udemy
Master the art of language AI: Learn to generate high-quality content, automate tasks, and unleash your creativity.
Course Highlights
- 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
Skills you will learn!
Curriculum
7 Topics
What is generative AI
Syllabus
Familiarize yourself with the Udemy User Interface
Connect with Me
Why learn generative AI
AI Definitions and Acronyms
What is Generative AI Course
14 Topics
Generating Images with Midjourney
Generating Images with DALLE-2
Generating Images with DALLE-3 in ChatGPT Plus
Generating Images with Stable Diffusion
Editing photos using Generative AI with Photoshop Beta
Generating Images with Adobe Firefly
Under the hood: How GANs power generative images
Generative Fill with Adobe Firefly
Generate Text Effects with Adobe Firefly
Recolor Logos and Artwork with Adobe Firefly
Experimenting with Prompts using Playground AI
Generalizing your AI Image Generation Knowledge
Image Generation Quiz
Case study: Coca Cola
12 Topics
Demystifying LLMs
Under the Hood: How Transformers power Generative AI
Basics of Prompt Engineering
Zero Shot and Few Shot Prompting
Priming: Providing Context to get a more Specialized Answer
Chain of Thought Prompting
Transformers Quiz
(Optional) Grounding LLMs for increased accuracy
Under the Hood: What makes a model Multimodal
(Optional) Under the Hood: How Encoders allow LLMs to Process Prompts
ChatGPT and Beyond: Generalizing your LLM Knowledge
Case Study: Lawyer Fined for ChatGPT Hallucinations
14 Topics
Generating Text Content with ChatGPT
Generating Code with ChatGPT
Articles and Blogs
Update; Revise; and Proofread Blogs and Emails
Summarizing Contracts; Documents; and Reports
Creating an AI Application using OpenAI API
(Optional) Data Analysis with ChatGPT Code Interpretter
Text Generation Quiz
Choosing the Best LLM for each use case
Differences between ChatGPT 3.5 and 4
Case Study: Buzzfeed
(Optional) Fine-tune and build your own GPT with GPT Builder
2024 Bard Update: New Model; Extensions; Check with Google
2024 Bard Update Demonstration
9 Topics
Example: Planning an Italy Trip using Bard
Example: Chatting with a PDF using Claude
Use ChatGPT to write emails for sales
Use ChatGPT to code a website
Use ChatGPT to write website copy
Example: Prompting with Images with Bard
Example: Pair Programming with ChatGPT
Dos and Dont's of using Generative AI
Ethics Quiz
13 Topics
What is Fine Tuning and When to Use It
Creating an OpenAI API Account
Setting up your Environment
Pricing and Usage Limits
OpenAI API Overview
How to Fine Tune GPT 3.5 Turbo
How to use the Completions API for Translation
How to use the Completions API for Summarization
How to use the Chat Completion API to create a Chatbot
Demo: Using the Chat Completion API
How to use the Image Generation API to Generate
Midjourney like Images
Demo: Using the Image Generation API to Generate Phone Wallpapers
1 Topic
Stay up to date and follow me at justinsfinds.com (Bonus Lecture)
How to use ChatGPT and Generative AI to help create content
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