{Workshops}

Are you interested in exploring the world of Sonification? Join us for an exciting introductory workshop where you can learn about the process of converting data into sound, and how it can be used in various fields like meteorology, astrophysics, healthcare, and more. Jonatas will guide you through the fundamentals of the Sonification process and help you create your first audio representation of data. Hurry up, register now and witness t

Learn how to build a real-time data streaming application in just 2 hours!  Organizations rely on the latest data to inform decision-making, enhance operations, and sharpen their competitive edge. But none of that can happen without an application capable of streaming all that data in real time. In this workshop, we show you how to build a simple end-to-end data processing pipeline using Redpanda—a low-cost, high-performing Kafka&re

If someone said to you, “We need to replace Google Analytics, let’s build our own!” you’d probably be thinking “That sounds like a lot of effort, no thanks!”. But, it really doesn’t have to be that hard. You’d probably be worried about building, scaling and securing the infrastructure required to handle high-volume streaming data, run large analytical queries, and host yet another REST API to acc

In this workshop, we will build, from scratch, a DuckDB extension that performs simple data analysis on financial data. We will build a small set of table-producing functions, scalar and aggregate functions. 

We will also set automatic binary distribution for the latest DuckDB version.

Reach the next level in your data analysis career by adding DuckDB to your data stack. In this hands-on exercise, we will build a data science pipeline using DuckDB. We will analyze and visualize the TLC Trip Record dataset, and compare DuckDB's performance and usability with other database systems and dataframe libraries. The end goal is to build a fare prediction model. 

In this workshop, you will learn how to write reliable applications without having to deal with complex error/retry logic. 

We will explore the basic building blocks of Temporal: Workflows and Activities, and, we’ll use these building blocks along with Temporal's SDK to develop an application that communicates with external services. 

In this lab, you will work with OpenSearch a community-driven, open-source search and analytics suite derived from Apache 2.0 licensed Elasticsearch 7.10.2 and Kibana 7.10.2. It consists of a search engine daemon, OpenSearch, and a visualization and user interface, OpenSearch Dashboards. OpenSearch enables people to easily ingest, secure, search, aggregate, view, and analyze data. These capabilities are popular for use cases such as applicatio

As datasets become larger and more complex, the boundaries between data engineering and data science are becoming blurred. Data analysis pipelines with larger-than-memory data are becoming commonplace, creating a gap that needs to be bridged: between engineering tools designed to work with very large datasets on the one hand, and data science tools that provide the analysis capabilities used in data workflows on the other. One way to build thi

This is a practical session using a real weather dataset with the intent to answer if global warming is real and how to do basic data science with SQL and process data closer to the data locality.

Everyone is talking about ChatGPT, but most people only touch the surface of what's possible. ChatGPT can become an indispensable tool for software developers, but only if you understand how to use it appropriately. In this workshop, we'll see examples of how to use ChatGPT to write software and practical prompt engineer techniques to improve the accuracy of the answers.