Open AI’s Generative Pre-trained Transformer 3 (GPT3)

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Current Topics 

What are Transformers?  (Technical)

1. Concept of RNN
2. 3 main concepts in Transformers
   1. Positional Encoding
   2. Attention
   3. Self-Attention

What is ChatGPT?  (Technical)

How You Can Use ChatGPT (Non-Technical)

1. Creating your Generative Pre-trained Transformer 3 (GPT-3) account
2. Basic Querying Generative Pre-trained Transformer 3 (GPT-3)  and how ethical principles are upheld

Prompt Engineering  (Technical)

1. Best Practices for  Prompt Engineering

Open AI Models (Technical)

We will explore when to use OPENAI models

1. GPT3
2. Codex
3. Content Filter

Parameters in Playground (Technical)

1. Temperature
2. Max Tokens
3. Stop Sequence
4. Top-P
5. Injecting Start & Restart Text
6. Frequency and Presence Penalty
7. Best of
8. Show Probabilities

ChatGPT- AI Take Over ?  (Non-Technical)

How is ChatGPT Trained?   (Technical)

1. What is Generative Pre-trained Transformer 3 (GPT-3)  and how is it different from rest of transformers

Money making ideas with ChatGPT   (Non-Technical)

1. fiverr example
   1. WRITING & TRANSLATION
   2. Social Media Marketing
   3. Articles & Blog Posts
2. ESTY
   1. Generate and Sell Digital Images via DALL·E 2
3. Write video scripts and generate video with pictory
   1. Demo of video generated from pictory
4. More From fiverr:
   1. Generate a Script with ChatGPT and use the script to convert to video pictory
   2. Add English Subtitles to any vernacular video
5. Own Startup or Business Ideas
   1. Write a Book or SAAS product for bed time stories

Installing anaconda    (Technical)

Open AI With Google Docs  (Non-Technical)

1. Creating  a AI blog Idea generator and a paragraph to worth 100 lines with Google Docs

Open AI With Google slides (Non-Technical)

1. Integrating Open AI with Google Sheets with Magic Slides

Open AI with Google Collab  (Technical)

1. Installing  codesquire ai Chrome Plugin
2. Code Auto Completion Example
3. Explain Code function

Open AI with Google Sheets   (Non-Technical)

1. Creating your API Key for Open AI
2. Example of integrating ChatGPT with  Google Sheets

    

Projects   (Technical – requires basic knowledge of python)

1. Build a auto reply to any customer review with GPT3 and Streamlit
2. Build auto Leetcode solution generator with Streamlit + chatgpt3
   1. Can ChatGPT solve your Leetcode problems ?
   2. chat GPT + Streamlit with python solution for any Leetcode problem
   3. chat GPT + Streamlit with any programing solution for any l:etcode problem
3. Build Image Generation Application using  DALL·E 2
4. Generating YouTube Video Transcript with Whisper
5. Build a ChatGPT clone with Gradio in Python
6. Unified Dalle-2 and ChatGPT Interface with Panel

Microsoft Azure OpenAI Service    (Non-Technical)

1. Learn about how you can use Open AI in Azure
2. Examples of Microsoft products using Open AI
   1. Power BI
   2. Power platform

Prompt Marketplace    (Non-Technical)

1. Prompt Base

PointE-3D

• DALLE Training
  • CLIP &  Diffusion
  • Limitations of DALLE2
  • Reference to Research Paper Hierarchical Text-Conditional Image Generation with CLIP Latent ( Self Study)

LangChain (coming this week)

GPT Index  (coming this week)

Do we have something like ChatGPT which returns real time results ?   (Non-Technical)

1. Comparing You vs ChatGPT

Upcoming

• Generative AI model for 3D (Point-E)
• Demo of auto resume generator with gpt3
• OpenAI Tabulate integration of gpt3 with excel
• gptj open source version of gpt3 how to use it in your application
• nodejs example for gpt3 application
• Gpt3 which jobs are likely to be affected in future prediction
• How to generate income from using gpt3
• Translate natural language to code with Codex.
• Commercial ChatGPT Applications
  • GitHub Copilot
  • Keeper Tax
  • Viable
  • Duolingo
  • JPT ( (ira with gpt3)