Microsoft Azure provides a rich canvas for data science research and execution.

Two of the key components of the data science toolkit are Azure Notebooks and the Azure Machine Learning service. In this presentation, Nick will introduce the core concepts of data science and show how a data set can be imported, analysed and used as the basis for a predictive model using these two Azure components.

Azure Notebooks are an implementation of the Jupyter notebook technology (formerly IPython notebooks) that allows code and markdown to be created in a browser document for interactive execution. Jupyter notebooks attach to a back-end kernel for code execution, and can support much greater computational loads and richer functionality than client-side Javascript technology.

By supporting the mixing of documentation and live code, Azure Notebooks are an ideal technology for conducting and sharing data exploration exercises, and solve a number of issues that occur when analysis and the documentation are handled separately. Azure Notebooks currently support Python 2, Python 3, R and F#.

Azure Machine Learning is part of the Cortana Intelligence suite, and allows for the interactive creation of experiments supporting a wide range of machine learning algorithms. The machine learning experiments can be evaluated for effectiveness, and easily turned into web service endpoints for machine learning prediction based on live data.

This presentation assumes no prior experience with machine learning, and will introduce the topics for a traditional software developers perspective.

About the speakers

Mr Data Science

Nick is a solution architect at SSW with a 20 year career in software engineering primarily focussed on large scale software projects in the financial industry. He has written a number of books and dozens of article on .NET, and has been awarded the MVP award by Microsoft for the .NET platform, C# and C++. He has a keen interest in data science, and sees the possibility of great productivity gains by achieving a deeper melding of the traditional software development world with emerging data science disciplines.

Academy

Related Videos

Federated Identity: OAuth2, Open Id Connect & Duende IdentityServer 5 | Anthony Nguyen

In this talk, Anthony will take an in depth look at Federated Identity using OpenID Connect and OAuth2 Framework for ASP. NET Core using Duende IdentityServer (aka IdentityServer 5). Securing your application is bloody important! With so much jargon to sift through, it’s easy to get lost, for example there’s SSO, OAuth2, SAML 2.0, OpenID…

February Tech News – Supply chain attack! Facebook & Apple privacy showdown and DotNet templates | Adam Cogan

Let’s Talk News with Adam Cogan, talking about some of the latest in the tech industry in February. 00:00​​ – Introduction – welcome to February’s Tech News 00:15​ – Nine signs Google deal 02:08​ – Coding news – supply chain attack!! 05:02​ – Facebook & Apple privacy showdown 06:38​ – Project Bicep – next generation…

January Tech News – Power Apps, new Teams interface, and how Apple Watch is fighting COVID-19 | Adam Cogan

Adam Cogan talks about some exciting new developments with Power Apps, Azure SQL, the new Microsoft Teams interface, Apple Watch helping in the fight against COVID-19, and more! 00:00​ – Introduction – welcome to 2021! 00:24​ – Power Apps turning emails into mobile notifications 01:21​ – Reference: Power Apps new naming: https://youtu.be/SU910ZzDp7M​ 02:03​ – Azure…

Multitenancy with SQL Server | Mehmet Ozdemir

In this Tech Talk, Andreas Lengkeek has a chat with Mehmet Ozdemir. We learn about Multitenancy with SQL Server, and go through some scenarios where this might be useful. In this video SSW Solution Architect Mehmet Ozdemir chats with Andreas Lengkeek about the three options for Multitenancy with SQL Server and how he goes about…

Building Rock SOLID Serverless applications | William Liebenberg

The world has embraced Serverless computing, but some systems still end up with the same problems we thought would be a thing of the past. William covers how we should apply familiar SOLID principles to our Serverless Application architecture and infrastructure. This lets you create systems that are are light, easy to maintain, and benefit…

Automagic Tenant Config for Mobile Apps | Matt Goldman

How do you get environment- or tenant-specific config into your users’ hands? With mobile or desktop apps, for managed devices we can pre-configure these using SOE or MDM tools. However, deploying configuration to unmanaged devices is the real challenge! In this talk, Matt Goldman looks at some different options for automating this for your users.…

Transform your Power BI Dashboards with Custom Visuals built in React | Prem Radhakrishnan

Quick Question – How many Visualization options come built-in with Power BI? Quick Answer – Not nearly enough. Prem will walk you through the extra visualizations that are in the wonderful awesome Power BI Visuals Marketplace called AppSource. However, no matter how many options you find, there is always a need for that little bit…

Cracking passwords & why L33t!fied passwords are bad | Alexei Doudkine

Watch this demo of how a hacker who has broken into your machine can quickly and easily get your password hashes, take them offline and crack them to retrieve your original password. In this talk, Alexei discusses how passwords are stored in Windows, some techniques real-world hackers use to crack password hashes and what you…

Symmetric encryption, hashing & digital signatures + More – Cryptography 101 | Robert Boedigheimer

Learn the fundamentals of cryptography, including public/private and symmetric encryption, hashing, and digital signatures. Discover which techniques are appropriate for various situations. Review practical real life examples for storing passwords, protecting URL parameters, securely exchanging information with partners, and safely encrypting sensitive information on public web sites. Concepts apply to all platforms, examples will be…

NDC Sydney 2020 – Ask Me Anything!

Matt Wicks talks with Yaser about his talk at NDC: Tuning web performance with just browser APIs For more interviews, watch the full video playlist: