How to use ChatGPT and Generative AI to help create content
- Description
- Curriculum
- FAQ
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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.
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8AI Tools Update - April 2024
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9Generating Images with Midjourney
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10Generating Images with DALLE-2
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11Generating Images with DALLE-3 in ChatGPT Plus
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12Generating Images with Gemini
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13Generating Images with Stable Diffusion
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14Editing photos using Generative AI with Photoshop Beta
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15Generating Images with Adobe Firefly
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16Under the hood: How GANs power Generative Images
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17Generative Fill with Adobe Firefly
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18Generate Text Effects with Adobe Firefly
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19Recolor Logos and Artwork with Adobe Firefly
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20Experimenting with Prompts using Playground AI
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21Generalizing your AI Image Generation Knowledge
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22Image Generation Quiz
Test your knowledge of section 2
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23Case study: Coca Cola
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24Demystifying LLMs
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25Under the Hood: How Transformers power Generative AI
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26Basics of Prompt Engineering
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27Zero Shot and Few Shot Prompting
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28How to Evaluate Prompts and Models
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29A Framework to Writing Powerful Prompts
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30Priming: Providing Context to get a more Specialized Answer
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31Chain of Thought Prompting
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32Transformers Quiz
Test your knowledge of section 3
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33(Optional) Grounding LLMs for increased accuracy
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34Under the Hood: What makes a model Multimodal
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35(Optional) Under the Hood: How Encoders allow LLMs to Process Prompts
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36What is RAG (Retrieval Augmented Generation)
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37ChatGPT and Beyond: Generalizing your LLM Knowledge
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38Case Study: Lawyer Fined for ChatGPT Hallucinations
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39Generating Text Content with ChatGPT
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40Generating Code with ChatGPT
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41Articles and Blogs
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42Update, Revise, and Proofread Blogs and Emails
Update, revise, and proofread blogs and emails with ChatGPT
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43Summarizing Contracts, Documents, and Reports
Summarize large contracts, documents, and reports into a succinct format with LLMs
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44Creating an AI Application using OpenAI API
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45(Optional) Data Analysis with ChatGPT Code Interpretter
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46Text Generation Quiz
Test your knowledge of section 4
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47Choosing the Best LLM for each use case
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48Differences between ChatGPT 3.5 and 4
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49Case Study: Buzzfeed
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50(Optional) Fine-tune and build your own GPT with GPT Builder
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512024 Gemini Update: New Model, Extensions, Check with Google
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522024 Gemini Update Demonstration
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53Example: Planning an Italy Trip using Bard
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54Example: Chatting with a PDF using Claude
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55Use ChatGPT to write emails for sales
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56Use ChatGPT to code a website
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57Use ChatGPT to write website copy
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58Example: Prompting with Images with Bard
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59Example: Pair Programming with ChatGPT
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60Dos and Dont's of using Generative AI
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61Ethics Quiz
Test your knowledge of lecture 26