[Udemy] Open AIs Generative Pre-trained Transformer (GPT3 + GPT4) (Avinash A)
Note: Have opened many videos for preview please only enroll if you follow the preview videos , 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
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
- WRITING & TRANSLATION
- Social Media Marketing
- Articles & Blog Posts
- 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
- 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
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
1 What is LangChain?
2 LangChain Modules
- Models
- Prompts
- Chain
- Tools and Agents
- Memory
- Document Loaders and Indexes
- 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
1 Learn about how you can use Open AI in Azure
2 Examples of Microsoft products using Open AI
- Power BI
- Power platform
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)
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)
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 OpenAIs 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
- Basic Knowledge of Python
- Interest to be more productive at work or school with use of AI
- Anyone who believes AI will help you to be productive
- Idea of AI is helpful but not necessary
https://privatelink.de/?https://www.udemy.com/course/open-ais-generative-pre-trained-transformer-3-gpt3