Generative AI for DevOps: Build Your Own LLM Server (English) Save as favorite Share this page Print Duration 1 dag Price € 780,- 8,9 Reviews 1000+ reviews Location Nieuwegein Schedule Planning ophalen... Classroom klassikaal Enroll More information Download brochure As a DevOps engineer, do you rely on ChatGPT but face restrictions at work due to company policy or sensitive data? Are you curious about hosting your own Large Language Model (LLM)? In the one-day workshop Generative AI for DevOps Engineers at AT Computing, you will learn how to set up and run your own local version of ChatGPT. Everything is built on open-source technologywithout sending any data to the cloud. By attending this course, you will directly meet the EU AI Act requirements on AI Literacy: risks, privacy, data sharing, model bias, and hallucinations are all thoroughly addressed. This ensures you not only gain hands-on skills, but also remain fully compliant with upcoming regulations. The day begins with an introduction to Generative AI, exploring available LLMs and how to use them effectively. You will then dive into the hardware side, including GPU acceleration on virtual machines and in containers. Through hands-on exercises, you will set up your own LLM server and even create a custom model. You will also learn how to connect a web-based client to your LLMeffectively building your own ChatGPT clone. On top of that, you will explore how to integrate the LLM API with Python, apply Retrieval Augmented Generation (RAG) to work with your own documents, analyze images, and even perform log analysis using your LLM. Objectives After following this course, you will have knowledge of the internal workings of GenAI in general and LLMs in particular. You will also learn how to set up a local LLM server without sending your data to a Cloud environment. This course covers all topics for AI Literacy as required by the EU AI Act regulation. Target audience The following prior knowledge is required: – Linux Infrastructure – Linux/UNIX Fundamentals Knowledge of a programming language, preferably Python, is beneficial. Requirements To follow the course, experience with the (Linux) command line interface is required, for example, Linux/UNIX Fundamentals or Linux Infrastructure. Knowledge of a programming language, preferably Python, is beneficial. Particularities This course is delivered in collaboration with AT Computing. You will receive the course material digitally via the online environment mijn.vijfhart The course material for this training is in English. This training will be conducted in English, unless all participants are Dutch-speaking. Persoonlijk advies? Lucas Ditvoorst senior accountmanager T. 088 542 78 53 E. l.ditvoorst@vijfhart.nl Topics What is Generative AI? Which LLMs are available and how do you use them? Tokens, vectors, and parameters Hardware: CPU versus GPU: how to apply GPU acceleration on Virtual Machines and in containers (Docker) Setting up an LLM server Creating your own LLM model Applying a web-based client to your own LLM Connecting to the LLM API with Python Using your own documents with your own LLM Analyzing images with your own LLM Log analysis using your LLM Schedule & Price * * This course event is guaranteed to run. *Een cursus met valt onder de actie Summer Academy. All prices are exclusive of VAT. Meer informatie over incompany of maatwerk Cursus: Generative AI for DevOps: Build Your Own LLM Server (English) Vul onderstaand formulier in en je ontvangt meer informatie over de incompany- en maatwerkmogelijkheden van deze cursus. Fout: Contact formulier niet gevonden. We are happy to help you. Please fill in the request form below and you will receive the requested information as soon as possible. Request quote Download brochure Request information Type of training Group training at the location of your choiceCustomized training to meet your specific goals Agree to follow-up and privacy conditionsI accept the privacy policy Akkoord met opvolging en privacyvoorwaardenI accept theprivacy policy Akkoord met opvolging en privacyvoorwaardenI accept theprivacy policy Related courses Er zijn geen gerelateerde cursussen. Tags: Artificial IntelligenceAT computingDevOpsEnglishHybride trainingOpen SourceRijksoverheid Share: Share Share Share Share
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