Welcome

Passionately curious about Data, Databases and Systems Complexity. Data is ubiquitous, the database universe is dichotomous (structured and unstructured), expanding and complex. Find my Database Research at SQLToolkit.co.uk . Microsoft Data Platform MVP

"The important thing is not to stop questioning. Curiosity has its own reason for existing" Einstein



Showing posts with label Azure OpenAI Service. Show all posts
Showing posts with label Azure OpenAI Service. Show all posts

Thursday, 1 February 2024

Data Toboggan Winter Edition 2024

Please join us on Saturday for the #DataToboggan winter edition. We have 32 speakers, 3 tracks, including an AI track. Lots of fun and learning. We also have the amazing Knee-deep in Tech not to be missed and a keynote from Kim Manis

Event Date: Saturday 3rd February 2024 

Register now for free: https://bit.ly/DT24-Register

Agenda: https://bit.ly/DT24-Agenda





#azuresynapse #microsoftfabric #synapseanalytics #AI #artificialintelligence #copilot #openai 

Wednesday, 3 January 2024

Copilot Different Experiences

Adopt, extend and build Copilot experiences across the Microsoft Cloud.  Copilot uses Large Language Models (LLMs) . There are various level of expertise and effort required for each type. As with each type they connect to different data sources and require different level of customisations. 

A few terms

Temperature - This controls how conservative or adventurous Copilot should be. The higher the temperature, the more adventurous Token – when text is processed in large AI model, it is divided into the smallest units, these are called tokens. So tokens are the finest granularity in natural language progressing for these large language models

Prompt - The text you send to Azure OpenAI Service as an API call. This text is then input into the AI model. Metaprompts – part of the orchestration layer. A set of instructions that are passed to copilot that are sent to the model on every turn of conversation and where safety tuning happens.





Wednesday, 15 November 2023

Microsoft Cloud Innovation and Security Summit

I had the privilege to present at the The Form Rooms on Tuesday 14 November 2023 at the Microsoft Cloud Innovation and Security Summit run by Cloud Direct.  

The Forms Rooms is on a quiet street in London’s chic Covent Garden that was once a historic Victorian school that has been lovingly restored. 

My session was on 'The disruptive power of data and AI'.  About how Generative AI, Microsoft Fabric and Data Governance are the talk of the town, but without the building blocks of good quality, secure, accessible data, innovation in business is stunted. 

The talk covered how Data & AI are providing a catalyst for innovation addressing  

  • Where is Data & AI tech going
  • Why having an agile data strategy and data governance adoption path is important. 
  • How data can be a catalyst for innovation 



In today’s world technology changes and enhancements are accelerating at speed. Developments from the 1960’s took decades to move into the modern workplace. But now we see these coming to the fore with the democratisation of technology.  We moved from the 

1970s where Codd invented the relational database

To the 1990s when ‘Big Data’ became a term to address the ever-increasing large volume of data, with discussions of volume, velocity , variety and veracity. Here we saw the mention of that ever-important reference to the quality of data. 

With that grew the ‘Internet of Things’ processing more data from sensors, devices and communication networks. 

Behind the scenes world leading database researchers meet every few years to discuss the impact on practice, challenges and emerging applications. The latest output was documented in the Seattle report in 2019. One of the areas discussed was the fact that it was impractical to continue to move volumes of data between systems. We see this fundamental change in Microsoft Fabric.

And today, it is all about ‘Generative AI’ and what it can create...

There were many really interesting sessions during the conference with Innovation, AI and Security intertwined. 


Saturday, 30 September 2023

Microsoft Build - AI Day in London

 


There  is a one day free event in London on 19 October 2023 to help developers discover new opportunities with AI and advance their knowledge and skills to deliver more value faster with AI and Microsoft Azure. I am excited to be attending the event and helping out.

The event is at ExCeL London and the event agenda is full of interesting sessions

Opening Keynote: Learn what developers need to know about AI today, and explore new paths forward in your organization and career.

Breakout Sessions: Dive into topics like:

  • Building and scaling cloud-native apps
  • Generative AI using Azure OpenAI Service
  • The power of cloud and AI into your workflow
  • Integration of security throughout your code and cloud workflow.
  • Integrating Azure AI and Azure Kubernetes Service
  • Building and maintaining Copilot with Azure ML and GPT-4
  • Building intelligent Apps with GitHub Codespaces
  • Developing in the cloud with Microsoft Dev Box

Immersive Workshops: Bring your device and join a 75-minute immersive workshop on topics like building flexible, intelligent apps with OSS on Microsoft Azure and GitHub Copilot, learn how to use OpenAI models using Azure OpenAI, and how to automate your cloud application testing.

Connection Hub: Connect and learn with one-to-one meetings with experts, and spaces to collaborate with other developers and industry leaders to help solve your technical questions.

Evening Mixer: Come together with speakers, industry leaders, and the developer community to continue your conversations, mix and mingle, and have a little fun.

Register Now 

More details