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Open AI’s Generative Pre-trained Transformer (GPT3 + GPT4)

Harness power of OpenAI ChatGPT in your work and study

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? (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

How is ChatGPT Trained? (Technical)

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

ChatGPT- AI Take Over ? (Non-Technical)

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 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 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

ChatGPT4

  1. How to Access ChatGPT4
  2. Benchmarking Chat GPT 3.5 vs ChatGPT 4
  3. Privacy and ChatGPT Business Plan
  4. Content Creation with ChatGPT4
  5. Shared Links

ChatGPT Plugins

  1. Getting started with ChatGPT plugins
  2. How to get access to ChatGPT Plugin
  3. Third Party Plugins
    1. Ask Your PDF
    2. Ambition for Job Search
    3. SpeechKi adding audio generation powers to ChatGPT
    4. One Word Domain : Finding Your Online Identity
    5. Show Me : visualize the output of ChatGPT in different ways
    6. VoxScript : Youtube Transcript and Summary
    7. Portfolio Pilot : AI Investing Guide
    8. Competitor PPC Ads: Spy on your competition remix and borrow their successful advertising campaigns
    9. AI playlist for Spotify with Playlist AI
    10. Career Copilot ChatGPT Plugin to Find Job Opportunities as a Software Developer
    11. Options Pro The Ultimate Tool for Options Traders
    12. Tasty Recipes A Kitchen Essential for Home Cooks, Meal Planners, and Food Enthusiasts
    13. JoPilot for job seekers
    14. Cloudflare Radar Get Insights into How People Use the Internet
    15. RoboAd ChatGPT Plugin: The AI-Powered Ad Assistant
    16. Tutory Find the Best Tutor for Your Needs
    17. Create a QR code
    18. How to Use KeyMate AI Search with ChatGPT to Enhance Your Knowledge
    19. How to Use the Space Photo Explorer Plugin to Explore NASA Photos
    20. Wolfram Alpha: The Future of Knowledge Discovery
    21. Scholar AI
    22. The Notable ChatGPT Plugin: A Powerful Tool for Data Analysis and Visualization
    23. Zillow Your Real Estate Assistant
    24. Get Transcripts and Insights Into Audience Engagement
    25. How to Use the Indeed Plugin for ChatGPT to Find Jobs

LangChain

  • what is LangChain?
  • LangChain Modules
    1. Models
    2. Prompts
    3. Chain
    4. Tools and Agents
    5. Memory
    6. Document Loaders and Indexes
  • Project :
    • Building a Chatbot on your custom csv data

LLM Stack

AutoGPT

  1. What is AutoGPT?
  2. Install and Execute Auto GPT Locally
  3. Auto GPT with Agent GPT in a Browser with AgentGPT
  4. Unlock Power of Automation with God Mode: The AI Tool that Automates Complex

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)

How to Use ChatGPT4?

Benchmarking ChatGPT 3.5 vs ChatGPT4

Money making ideas with ChatGPT ( Technical)

  • Open AI Bug Bounty Program

Co-Pilot with Office 365

  • Introduction to Co-Pilot
  • More Creative in Word
  • More Analytical in Excel ( Sales Data)
  • More Expressive in Power Point (convert word to power point and power point to word)
  • More Productive in Outlook
  • More Collaborative in Teams ( Notes from Conflicting meetings)

Semantic Kernel – Build your own Python Copilot with Azure AI or Open AI (coming soon)

GPT Index (coming soon)

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

  1. Comparing You vs ChatGPT

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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