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

January 9, 2023 Development

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What you’ll learn

• Construct next-gen apps with OpenAI’s highly effective fashions
• Entry GPT-3, which performs a wide range of pure language duties, Codex, which interprets pure language to code, and DALL·E, which creates and edits photos
• Begin constructing with a easy API name in Python
• Carry out all kinds of pure language duties with GPT-3.
• Translate pure language to code with Codex.
• Perceive tips on how to question GPT3 chat

Requirements

• Fundamental Information of Python
• Curiosity to be extra productive at work or faculty with use of AI

Description

Present Matters 

What are Transformers?  (Technical)

1. Idea of RNN
2. 3 principal ideas in Transformers
   1. Positional Encoding
   2. Consideration
   3. Self-Consideration

What’s ChatGPT?  (Technical)

How You Can Use ChatGPT (Non-Technical)

1. Creating your Generative Pre-trained Transformer 3 (GPT-3) account
2. Fundamental Querying Generative Pre-trained Transformer 3 (GPT-3)  and the way moral rules are upheld

Immediate Engineering  (Technical)

1. Greatest Practices for  Immediate Engineering

Open AI Fashions (Technical)

We’ll discover when to make use of OPENAI fashions

1. GPT3
2. Codex
3. Content material Filter

Parameters in Playground (Technical)

1. Temperature
2. Max Tokens
3. Cease Sequence
4. Prime-P
5. Injecting Begin & Restart Textual content
6. Frequency and Presence Penalty
7. Better of
8. Present Chances

ChatGPT- AI Take Over ?  (Non-Technical)

How is ChatGPT Educated?   (Technical)

1. What’s Generative Pre-trained Transformer 3 (GPT-3)  and the way is it completely different from remainder of transformers

Cash making concepts with ChatGPT   (Non-Technical)

1. fiverr instance
   1. WRITING & TRANSLATION
   2. Social Media Advertising and marketing
   3. Articles & Weblog Posts
2. ESTY
   1. Generate and Promote Digital Photographs through DALL·E 2
3. Write video scripts and generate video with pictory
   1. Demo of video generated from pictory
4. Extra From fiverr:
   1. Generate a Script with ChatGPT and use the script to transform to video pictory
   2. Add English Subtitles to any vernacular video
5. Personal Startup or Enterprise Concepts
   1. Write a Guide or SAAS product for mattress time tales

Putting in anaconda    (Technical)

chatGPT with Google Sheets   (Non-Technical)

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

Initiatives   (Technical – requires fundamental information of python)

1. Construct a auto reply to any buyer assessment with GPT3 and Streamlit
2. Construct auto Leetcode resolution generator with Streamlit + chatgpt3
   1. Can ChatGPT clear up your Leetcode issues ?
   2. chat GPT + Streamlit with python resolution for any Leetcode drawback
   3. chat GPT + Streamlit with any programing resolution for any l:etcode drawback
3. Construct Picture Technology Software utilizing  DALL·E 2
4. Producing YouTube Video Transcript with Whisper
5. Construct a ChatGPT clone with Gradio in Python

Microsoft Azure OpenAI Service    (Non-Technical)

1. Study how you should utilize Open AI in Azure
2. Examples of Microsoft merchandise utilizing Open AI
   1. Energy BI
   2. Energy platform

Immediate Market    (Non-Technical)

1. Immediate Base

PointE-3D

• DALLE Coaching
  • CLIP &  Diffusion
  • Limitations of DALLE2
  • Reference to Analysis Paper Hierarchical Textual content-Conditional Picture Technology with CLIP Latent ( Self Research)

Do now we have one thing like ChatGPT which returns actual time outcomes ?   (Non-Technical)

1. Evaluating You vs ChatGPT

Upcoming

• Generative AI mannequin for 3D (Level-E)
• Demo of auto resume generator with gpt3
• OpenAI Tabulate integration of gpt3 with excel
• gptj open supply model of gpt3 tips on how to use it in your software
• nodejs instance for gpt3 software
• Gpt3 which jobs are more likely to be affected in future prediction
• Learn how to generate earnings from utilizing gpt3
• Translate pure language to code with Codex.
• Industrial ChatGPT Purposes
  • GitHub Copilot
  • Keeper Tax
  • Viable
  • Duolingo
  • JPT ( (ira with gpt3)

Who this course is for:

• Anybody who believes AI will assist you to to be productive
• Thought of AI is useful however not needed