Ubuntu TechHive

Tech Events & Workshops

Discover and join virtual tech events, workshops, and meetups from the Ubuntu community worldwide. Connect with developers, engineers, and tech enthusiasts.

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Model Packing and Shipping with Python
PastThe Ubuntu TechHive North AmericaOnline

Model Packing and Shipping with Python

Atlanta, Georgia, USA
March 23, 2024 · 10:30 AM · EDT · 2 hours

🚀 Join us for an exciting Ubuntu TechHive meetup where we'll delve into packaging both machine learning models and APIs for deployment! Whether you're new to the field or looking to expand your knowledge, this beginner-friendly session is designed to walk you through the process step by step. 🎯 **Agenda**: - **Introduction**: Get acquainted with the concept of packaging ML models and APIs for deployment. - **Manual Process**: Explore the manual process of packaging ML models and APIs. - **Infrastructure as Code (IaC) Tooling**: Discover the use of IaC tooling for Continuous Integration and Continuous Delivery. - **Python Tooling**: Learn about Python tooling such as Rye and UV, FastAPI and Pydantic, dagger.io, TerraformCDK, scikit-learn, Keras, and more for packaging and deployment. 📍 **Who Should Attend?** - Beginners interested in packaging ML models and APIs for deployment. - Tech enthusiasts looking to expand their knowledge in Python tooling. 👋 We look forward to seeing you there and exploring the exciting world of packaging ML models and APIs for deployment together!

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Introduction to natural language processing
PastThe Ubuntu TechHiveOnline

Introduction to natural language processing

Abidjan, Côte d'Ivoire
February 24, 2024 · 10:30 AM · EST · 2 hours

Hello NLP Enthusiasts! Gear up for an immersive session where we explore the fascinating world of Natural Language Processing (NLP) and dive deep into the cutting-edge technology of Retrieval-Augmented Generation (RAG). This workshop is designed to take you from the basics of NLP to implementing your very own text-generative applications. **What to Expect:** - **Deep Dive into RAG**: Explore how RAG is revolutionizing information retrieval and content generation. - **Hands-On Experience**: Get your hands dirty with real-world RAG development. We'll cover: - Creative writing and content generation techniques. - Building applications capable of classification, summarization, and chatbot functionalities. **Ideal for:** Whether you're a beginner eager to learn about NLP or an experienced developer looking to expand your skill set with RAG, this workshop offers valuable insights and practical experience for all.

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