{"title":"Introduction to machine learning and advanced LLM techniques","shortDescription":"The course Introduction to Machine Learning and Advanced LLM Techniques will teach you how to work with modern AI tools such as large language models (LLM), the Ollama system, and LangChain. You will discover how machine learning works and how it differs from deep learning, learn to deploy and optimize LLM models both locally and in the cloud, and explore AI capabilities for text generation, data analysis, and programming. \n<strong>You will gain practical skills that will allow you to effectively utilize artificial intelligence in your own projects.</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":[]}