22-25 April 2026

Spark - What is it?

2022

TL; DR

A potted primer on everything that is Spark - where it came from, what its for and where its available!

Session Details

There's an engine called Apache Spark. It's in Databricks, Synapse Spark Pools, Mapping Data Flows and a whole raft of other tools and platforms... But what is it? This introduction session will give you the potted history and background of spark itself, enough to understand what people mean when they say "We use spark". If you're a data architect, solution designer, or simply want to know what this whole big data thing is about, this session is the first step you need!

3 things you'll get out of this session

Speakers

Simon Whiteley

advancinganalytics.co.uk/blog

Simon Whiteley's previous sessions

Behind the Hype - Architecture Trends in Data
Seasoned Data Engineer and YouTube grumbler Simon Whiteley takes us on a journey through the current industry trends and buzzwords, carving through the hype to get at the underlying ideals. Which is going to last and which is a sales gimmick? Which bandwagon might actually take you in the right strategic direction?
 
Nose-Dive Narratives: Slide Karaoke 2024
Get ready to wrap up a serious day of learning with a dash of humor, spontaneity, and friendly competition! SQLBits presents "Slide Karaoke" where SQLBits speakers reveal their hidden talents while vying for bragging rights. This session promises to be a one-of-a-kind experience that will leave you in stitches and awe, and the speakers scrambling for their non-existent notes!
 
Behind the Hype - Architecture Trends in Data
In this session, seasoned data engineer and youtube grumbler Simon Whiteley takes us on a journey through the current industry trends and buzzwords, carving through the hype to get at the underlying ideals.
 
Building a Lakehouse on the Microsoft Intelligent Data Platform
This session session aims to give you that context. We'll look at how spark-based engines work and how we can use them within Synapse Analytics. We'll dig into Delta, the underlying file format that enables the Lakehouse, and take a tour of how the Synapse compute engines interact with it. Finally, we'll draw out our whole Lakehouse architecture
 
Bringing Data Lakes to your Purview
A short, fast dive into the specific elements of Azure Purview that work well with Data Lakes, and how you implement them yourselves
 
Value-Driven Analytics Development
Ever spent an age releasing a data model, only to find no-one uses it? There's a better way of working, driven by both technology & agile working practices, let me tell you about Value Driven Development & DataOps
 
Databricks, Delta Lake and You
Databricks, Lakes & Parquet are a match made in heaven, but explode with extra power when using Delta Lake. This session will dive into the details of how Databricks Delta works and how to make the most of it.
 
The Azure Spark Showdown - Databricks VS Synapse Analytics
Azure now has two slick, platform-as-a-service spark offerings, but which one should you choose? A separate specialist tools or a one-size-fits-all solution? Join Simon as he compares and contrasts the spark offerings.
 
Azure SQL DataWarehouse: 0-100 (DWUs)
Azure SQLDW - WHAT, WHERE, WHEN and HOW to use it.