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

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

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What you'll learn:
  • Build next-gen apps with OpenAI's powerful models
  • Access GPT-3, which performs a variety of natural language tasks, Codex, which translates natural language to code, and DALL·E, which creates and edits images
  • Start building with a simple API call in Python
  • Perform a wide variety of natural language tasks with GPT-3.
  • Translate natural language to code with Codex.
  • Understand how to query GPT3 chat
  • Understand what is GPT3 Playground
  • Application Integration with Streamlit
Description:

Note: Have opened many videos for preview  please only enroll if you follow the preview video's , Any suggestions or modifications ping me in Q&A will respond within 3 business days in most times worst case 7 days if i am travelling

Current Topics 

What are Transformers?  ()

  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 3 (GPT-3) account
  2. Basic Querying Generative Pre-trained Transformer 3 (GPT-3)  and how ethical 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

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Money making ideas with ChatGPT   (Non-Technical)

  1. fiverr example
    1. WRITING & TRANSLATION
    3. Articles & Blog Posts
  2. ESTY
    1. Generate and 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 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 Jupyter Notebooks  (Technical)

Open AI with Google Sheets   (Non-Technical)

  1. Example of native integration of  ChatGPT with Google Sheets
  2. Google Sheets with GPT for sheets plugin

Projects   (Technical – requires basic 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 ?
    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. YouTube Video Transcript with Whisper
  5. Build a ChatGPT clone with Gradio in Python
  6. Unified Dalle-2 and ChatGPT Interface with Panel
Who this course is for:
  • Anyone who believes AI will help you to be productive
  • Idea of AI is helpful but not necessary

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