[Udemy] Open AI's Generative Pre-trained Transformer «GPT3 + GPT4» (Avinash A)

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[Udemy] Open AI's Generative Pre-trained Transformer (GPT3 + GPT4) (Avinash A)​

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
- Positional Encoding
- Attention
- 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

Спойлер: Продолжение

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
- WRITING & TRANSLATION
- Social Media Marketing
- Articles & Blog Posts
2 ESTY
- Generate and Sell Digital Images via DALL·E 2
3 Write video scripts and generate video with pictory
- Demo of video generated from pictory
4 More From fiverr:
- Generate a Script with ChatGPT and use the script to convert to video pictory
- Add English Subtitles to any vernacular video
5 Own Startup or Business Ideas
- 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
- Can ChatGPT solve your Leetcode problems?
- ChatGPT + Streamlit with python solution for any Leetcode problem
- ChatGPT + 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
- Ask Your PDF
- Ambition for Job Search
- SpeechKi adding audio generation powers to ChatGPT
- One Word Domain : Finding Your Online Identity
- Show Me : visualize the output of ChatGPT in different ways
- VoxScript : Youtube Transcript and Summary
- Portfolio Pilot : AI Investing Guide
- Competitor PPC Ads: Spy on your competition remix and borrow their successful advertising campaigns
- AI playlist for Spotify with Playlist AI
- Career Copilot ChatGPT Plugin to Find Job Opportunities as a Software Developer
- Options Pro The Ultimate Tool for Options Traders
- Tasty Recipes A Kitchen Essential for Home Cooks, Meal Planners, and Food Enthusiasts
- JoPilot for job seekers
- Cloudflare Radar Get Insights into How People Use the Internet
- RoboAd ChatGPT Plugin: The AI-Powered Ad Assistant
- Tutory Find the Best Tutor for Your Needs
- Create a QR code
- How to Use KeyMate AI Search with ChatGPT to Enhance Your Knowledge
- How to Use the Space Photo Explorer Plugin to Explore NASA Photos
- Wolfram Alpha: The Future of Knowledge Discovery
- Scholar AI
- The Notable ChatGPT Plugin: A Powerful Tool for Data Analysis and Visualization
- Zillow Your Real Estate Assistant
- Get Transcripts and Insights Into Audience Engagement
- How to Use the Indeed Plugin for ChatGPT to Find Jobs

LangChain
1 What is LangChain?
2 LangChain Modules
- Models
- Prompts
- Chain
- Tools and Agents
- Memory
- Document Loaders and Indexes
3 Project
- Building a Chatbot on your custom csv data

LLM Stack
AutoGPT
- What is AutoGPT?
- Install and Execute Auto GPT Locally
- Auto GPT with Agent GPT in a Browser with AgentGPT
- 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
- Power BI
- Power platform

Prompt Marketplace (Non-Technical)
1 Prompt Base

PointE-3D
1 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)
1 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

Чему вы научитесь
- 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

Требования
- Basic Knowledge of Python
- Interest to be more productive at work or school with use of AI

Для кого этот курс:
- Anyone who believes AI will help you to be productive
- Idea of AI is helpful but not necessary