Session room

The Agenda

Agenda Home

SQLBits encompasses everything from in-depth technical immersions to the enhancement of valuable soft skills. The full agenda will be announced in the spring; in the meantime check out the timetable and content we cover below.

2024 Training Days

Presenting 2024’s selection of training days, encompassing a deep dive into a range of subjects with some of the best data trainers in the world.

  • 08:00 Registration opens and breakfast served.

  • All training days run simultaneously across the venue from 09:00 – 17:00 with co-ordinated breaks.
  • All training days include regular refreshment breaks and a lunch stop to rest, recharge, and chat to fellow delegates.
  • No evening events planned, but if you’re staying over the night beforehand, why not join us in the Aviator on Monday night to meet the training day speakers for an informal drinks reception.
DataOps

Get there faster with Machine Learning in Azure Synapse

Description

Azure Synapse is Microsoft's unified data analytics platform. You will see a lot about the great problems it solves in data Engineering and with Data Lakehouse Architectures. But this is never the end of the story. A data lake needs to be distilled and refined in to its predictive potential. This is where Machine Learning comes in to play. Each month there are new and interesting features added to Azure Synapse. One area which is getting more and more attention is Machine Learning. In this full day session we go from zero to hero in not only Azure Synapse but most importantly how you build models for production in Azure Synapse.

This session is a lab heavy session. You will need to bring a laptop with you, with an Azure subscription. We start the day looking at an overview of Azure Synapse, what it is and how it works. From there we move to explore how Synapse implements Machine Learning. The morning will focus on the integrations with AutoML and cognitive services before we move to train models from scratch in Python and PySpark. Along the way we will talk about model management and an increasingly important topic, MLOps.

Learn from industry experts and Microsoft MVPs Advancing Analytics in this full day session. This session is great for those who are new to Synapse, new to Machine learning but know some Synapse or new to both.

Feedback Link - https://sqlb.it/?6198

Learning Objectives

Previous Experience

Tech Covered

Azure, Synapse Analytics, Azure ML, deployment, AI and data science, DataOps, Intelligence and Analytics, Developing