Recording from the Real Time Data at Scale meetup from November 28th, 2023, hosted by Aiven in collaboration with PingCAP. Join these meetup groups for future events: ABOUT AIVEN Aiven’s cloud data platform helps your business reach its highest potential by making your data work for you. It provides fully managed open source data infrastructure on all major clouds, helping developers focus on what they do best: innovate and create without worrying about the limitations of technology.

Get an introduction to machine learning using Aiven services and the Hugging Face API to recommend movies based on Wikipedia synopses. We'll build a project that uses vector search to find the perfect movie based on user input. We'll use ClickHouse®, a fast open-source column-oriented database, which already supports built-in vector comparison capabilities. To visualize our results, we'll rely on Next.js and to we'll get vector embeddings using some free tools and a HuggingFace model.

Watch this on-demand webinar to learn about key considerations to building your data management approach, including the importance of software choices and cloud tenancy. We will also deep-dive into what is BYOC (Bring Your Own Cloud) and how you can integrate this strategic imperative into your roadmap.

This is the recording of the "spooky edition" of the Amsterdam Open Source Data Infrastructure meetup. Spooky, since it took place on October 31 (Halloween).

Recording from the India Open Source Data Infrastructure Meetup, Bengaluru, October 22, 2023, hosted by Aiven and CRED.

Learn how to build a movie recommender with TensorFlow, Postgres, PGVector, Javascript & Next.js. This is a series of videos where we build a project together step by step. Chapters: ABOUT AIVEN Aiven’s cloud data platform helps your business reach its highest potential by making your data work for you. It provides fully managed open source data infrastructure on all major clouds, helping developers focus on what they do best: innovate and create without worrying about the limitations of technology.

What's in the Workshop Recipe? Apache Kafka is the industry de-facto standard for data streaming. An open-source, scalable, highly available and reliable solution to move data across companies' departments, technologies or micro-services. In this workshop you'll learn the basics components of Apache Kafka and how to get started with data streaming using Python. We'll dive deep, with the help of some prebuilt Jupyter notebooks, on how to produce, consume and have concurrent applications reading from the same source, empowering multiple use-cases with the same streaming data.