{Workshops}

A key element of successfully integrating security into the DevOps lifecycle is embedding it right from the start. Helping developers and operators build security controls in from day-one with easy to use open source tooling can make that a reality. This workshop will take a hands-on approach to demonstrate how to install, configure and customize open source security tools to be used throughout the DevOps process. The w

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, 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.

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, 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. 

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

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

Time-Series are everywhere and so are databases too. Which one is the best? Well, you can go through all benchmarks you want but you will never be able to find out who is telling you the truth.

That is the reason to have this hands-on with 2 of the coolest time-series databases vendors in the Market: TimeScale and QuestDB.

During this hands-on we will split the attendees into 2 groups, we will work with a single d

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.