[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
