Enroll Course: https://www.udemy.com/course/llms-de-open-source-ia-sin-censura-y-segura-en-local/
In today’s data-driven world, privacy is paramount. The course ‘LLMs Open-Source: IA sin censura, privada y segura en local’ on Udemy offers a comprehensive solution for leveraging the power of Large Language Models (LLMs) while maintaining complete control over your data. This course is a game-changer for anyone looking to implement and manage open-source LLMs locally, ensuring your information remains private and free from censorship.
The curriculum is meticulously designed to guide you through the entire process. It begins with the fundamental concepts of LLMs, including transformer architectures, pre-training, fine-tuning, and crucially, the privacy concerns associated with proprietary models. You’ll then explore the landscape of leading open-source LLMs like LLaMA and Falcon, understanding when and why to choose them over their closed-source counterparts, and staying abreast of the latest innovations.
A significant portion of the course is dedicated to practical application. You’ll become proficient with essential tools and platforms such as Hugging Face, Ollama, and Flowise. Hands-on labs with Hugging Face will immerse you in its platform and the powerful Transformers library. The course then guides you through setting up and running open-source models locally using Ollama, guaranteeing data privacy. For those looking to build AI applications without extensive coding, Flowise is covered with practical labs integrating Hugging Face models.
Advanced topics include in-depth exploration of LLaMA and Falcon, learning to utilize them across various platforms. You’ll also learn how to leverage cloud-based LLMs like LLaMA, Vicuna, and Falcon through platforms like Replicate. The course delves into cutting-edge techniques like Retrieval Augmented Generation (RAG) for integrating specific knowledge into models like LLaMA 3, and concludes with an exciting look at intelligent agents that interact with external tools, tackling complex tasks.
This course is an invaluable resource for developers, AI engineers, and anyone eager to master powerful open-source language models. Through a blend of theory, practical examples, and hands-on labs, you’ll gain the skills to effectively and securely deploy open-source LLMs in your projects. If you’re serious about data privacy and unlocking the full potential of AI without restrictions, this course is a must-have.
Enroll Course: https://www.udemy.com/course/llms-de-open-source-ia-sin-censura-y-segura-en-local/