AI for developers: LLM methods overview (step-by-step Tutorial) скачать в хорошем качестве

AI for developers: LLM methods overview (step-by-step Tutorial)

In this episode of the AI for Developers Tutorial, we explore different ways to use LLMs (Large Language Models) in real-world projects. We break down four key methods: Prompt Engineering, Retrieval Augmented Generation (RAG), Fine-Tuned Models, and Trained Models. Each method comes with its own advantages and challenges, and we’ll guide you through how to choose the best approach based on your project needs, cost, and complexity. You’ll learn how to improve AI responses through prompt engineering, use RAG for real-time data integration, and decide when it’s worth fine-tuning or building a custom-trained model. Whether you're just getting started with AI or looking for advanced techniques, this video will give you the insights you need to effectively use LLMs in production. Make sure to subscribe, hit the like button, and drop a comment if you have any questions or thoughts. Stay tuned for more videos in this series! #aibasics #aiexplained #aiforbeginners #aicode #aiconcepts #ailearning #aitutorialforbeginners #stepbystepguide ============================= Enjoyed the deep dive? You can buy me a coffee if you want to see more content like this! ☕https://buymeacoffee.com/grabduck Supporters get a shout-out in my videos and access to exclusive behind-the-scenes content. Plus, you get to suggest topics for upcoming deep dives! If you’re new to programming with AI, Unlocking the Secrets of Prompt Engineering is a great guide. It offers clear examples and practical tips to help you use AI tools in your projects right from the start! Time codes: 01:35 - Overview of LLM Methods 02:18 - Prompt Engineering 05:10 - Retrieval Augmented Generation (RAG) 07:30 - RAG in Action 09:10 - Fine-Tuned Models 10:21 - Trained Models 11:33 - Recap: Choosing the Right Method ============================= Hi, I’m Evgeny, a freelance software engineer passionate about solving complex problems with technologies like Java, Kotlin, Spring Boot, TypeScript, Python, and Node.js. On this channel, you’ll find content centered around AI, search technologies, and security, with in-depth coding sessions and theoretical discussions to enhance your knowledge. Join me as we explore the latest innovations in backend development and beyond. ============================= Just Meditate It is our own mindfulness & design brand. Operated by ECONOR s.r.o., Czech Republic. Legal Notice: Operated by ECONOR s.r.o., Czech Republic This channel and website are intended for an international English-speaking audience.