How Data is Collected and Processed for ChatGPT

🚀 How Data is Collected and Processed for ChatGPT Ever wondered where ChatGPT’s knowledge comes from and how it’s processed to generate those human-like responses? In this video, we break down the complete data pipeline behind ChatGPT — from collecting raw text from the internet, public APIs, and licensed datasets, to cleaning, processing, embedding, training, and deploying AI models. 📌 What you’ll learn in this video: How ChatGPT collects data via web scraping tools (Scrapy, BeautifulSoup, Selenium) Using APIs for structured data collection Data cleaning & preprocessing techniques: removing duplicates, tokenization, normalization, and content filtering How text data is converted into embeddings (numerical vectors) The model training process with Generative Pre-training & Reinforcement Learning from Human Feedback (RLHF) Deployment architecture for scalable, real-time inference via TorchServe, Triton, and API Gateways Optimization techniques like quantization, model parallelism, data parallelism, caching, and CDN acceleration We’ll show you code snippets, technical configurations, and clean architecture diagrams so even beginners can follow along. 🖥️ Ideal for: AI enthusiasts, ML engineers, backend developers, and anyone curious about LLM infrastructure and ChatGPT’s inner workings. 📺 Watch now and demystify how ChatGPT is built behind the scenes! #ChatGPT #DataPipeline #AIInfrastructure #WebScraping #ModelTraining #APIDeployment #MachineLearning #LLM Don't forget to like 👍, share 📤 this video, and subscribe 📥 for more insightful content on career growth and technical skills.📈 Stay tuned for our upcoming content on the latest advancements in the world of technology, data processing, and career development. Let's embark on this knowledge-packed adventure together! Tech&Career Bytes: Empowering software professionals with insights on career, leadership, and technology trends for success.🚀 Tech&Career Bytes is your gateway to insights and guidance from a seasoned software professional with over two decades of industry experience. Starting as a developer and rising to leadership positions in a renowned product-based organization, I've played pivotal roles in conceiving, designing, developing, and launching numerous products. Must READ for Continuous Learning: • Building Microservices - https://amzn.to/4bFM7Ql • Mastering System Design: https://bit.ly/3S05RGS • Head First Design Patterns: https://amzn.to/3uDtN9F • Clean Code: A Handbook of Agile Software Craftsmanship: https://bit.ly/470W9Zf • Java Concurrency in Practice: https://bit.ly/486vtqz • Java Performance: The Definitive Guide:https://bit.ly/484BAMk • Designing Data-Intensive Applications: https://bit.ly/3uDu4cH • Designing Distributed Systems: https://amzn.to/487C7NV • Clean Architecture: https://bit.ly/3RwMiWx • Kafka – The Definitive Guide: https://amzn.to/3NaWUHZ • Becoming An Effective Software Engineering Manager: https://amzn.to/3NHewv8 #systemdesign #softwareengineer #interviewpreparation #DataProcessing #TechEvolution #CareerGrowth #SoftwareEngineering #CareerDevelopment #TechSkills #Leadership #http #https #api #system design #software engineer Connect with me on social media for more: LinkedIn: https://www.linkedin.com/in/roopa-kushtagi-6533912/ 🔗 DZone: https://dzone.com/users/2762271/roopakushtagi.html Medium: https://medium.com/@roopa.kushtagi 📝 Instagram: https://instagram.com/techcareer.bytes Buy Me A Coffee: https://buymeacoffee.com/techcareero Patreon: https://patreon.com/user?u=117561535