{"title":"Úvod do strojového učení a pokročilé techniky LLM","shortDescription":"Kurz Úvod do strojového učení a pokročilé techniky LLM vás naučí pracovat s moderními AI nástroji, jako jsou velké jazykové modely (LLM), systém Ollama a LangChain. Zjistíte, jak funguje strojové učení a jak se liší od hlubokého učení, naučíte se nasazovat a optimalizovat LLM modely lokálně i v cloudu a objevíte možnosti AI pro generování textu, analýzu dat a programování. \n<strong>Získáte praktické dovednosti, které vám umožní efektivně využít umělou inteligenci ve vlastních projektech.</strong>","description":"<h2>Master Machine Learning and LLMs with Ollama</h2> \n\n<p>Join our hands-on online course to unlock the powerful techniques of machine learning and delve into the realm of Large Language Models (LLMs). Designed for technology enthusiasts and professionals, this course equips you with the skills needed to harness the potential of machine learning systems effectively.</p> \n\n<ul> \n <li><strong>Target Audience:</strong> Technology enthusiasts, data analysts, and software developers looking to enhance their machine learning skills.</li> \n <li><strong>Course Duration:</strong> 1 day.</li> \n <li><strong>Course Format:</strong> Online.</li> \n <li><strong>Certification:</strong> Yes.</li> \n</ul> \n\n<h3>Detailed Course Description</h3> \n\n<ul> \n <li><strong>Skills Gained:</strong> \n <ul> \n <li>Understanding of machine learning and deep learning concepts.</li> \n <li>Proficiency in using the Ollama system with Python.</li> \n <li>Expertise in implementing Retrieval-Augmented Generation (RAG) techniques.</li> \n <li>Capability to build and deploy chatbots.</li> \n </ul> \n </li> \n <li><strong>Course Outline:</strong> \n <ul> \n <li>Introduction to Machine Learning</li> \n <li>Machine Learning vs. Deep Learning</li> \n <li>Large Language Models (LLMs) Overview</li> \n <li>Using the Ollama System</li> \n <li>Hardware and Software Requirements</li> \n <li>Running LLMs Locally with GPU Acceleration</li> \n <li>Integrating Ollama with Python and REST API</li> \n <li>Exploring LangChain Integration</li> \n <li>Setting Up Retrieval-Augmented Generation (RAG)</li> \n <li>Implementing and Testing a ChatBot</li> \n </ul> \n </li> \n <li><strong>Bonuses:</strong> \n <ul> \n <li>Access to exclusive learning materials</li> \n <li>Consultation sessions with industry experts</li> \n </ul> \n </li> \n</ul> \n\n<p>Don't miss the chance to elevate your machine learning skills! Sign up now and become proficient in leveraging cutting-edge LLM tools and techniques.</p> ","rating":0,"reviewCount":0,"reviews":[]}