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In this Beginners Machine Learning workshop, you will get some hands-on experience with machine learning using simulated live data streams on the cloud. You will build an end-to-end solution using Azure IoT Hub, Azure Stream Analytics, Azure Serverless Functions, Microsoft Cognitive Services, Azure SQL Database, and Power BI.
During the workshop, you will build a scalable system that:
The content of this workshop is based on the following Microsoft Learn Tutorial:
https://docs.microsoft.com/en-us/learn/modules/build-ml-model-with-azure-stream-analytics
The event is free and everybody is welcome to register.
Please arrive from 6:30pm and there will be coffee and pastries available - the training starts promptly at 7:00pm and ends at 9:30pm. It is a hands-on course and there will be plenty of lab exercises. We expect to have 80 attendees and will put everybody in groups of six people around a table so you can help each other.
Attendees will need to bring a laptop with an active Azure subscription on it (trial or pay-as-you-go). Please note you will not be able to use PowerBI without a work or school azure subscription.
Prereq:
* Bring your laptop
* Familiarity with shell scripting, SQL & Javascript Programming
* Familiarity with APIs, cloud computing and machine learning concepts
* Familiarity with Node.js Framework
This will be a hands-on class so please bring your laptop fully charged!
Spaces for this class will be limited.
Questions you will answer in this workshop:
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- How can I take advantage of Microsoft Cognitive Services for analysing data in real-time?
- How can I build an end-to-end solution on Azure to ingest, analyze and visualise live-stream data?
- What do I need to consider when working with real-time data streams?
- What is serverless computing?
Agenda:
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6:30pm - 7:00pm Registrations, Networking & Refereshments
7:00pm - 9:00pm - Code Lab
9:00pm - 9:30pm - Wrap up & Close
Q&A:
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1) What will I need to bring to this workshop?
Your laptop, some snacks, and a charger. You will also need a Microsoft account (Sign up here: https://azure.microsoft.com/en-us/).
2) I am an absolute beginner. Can I still come?
Of course! We will explain all the concepts from scratch as we build the end-to-end solution. However, please note that this is an intermediate-level workshop. You will benefit more if you are already familiar with shell, javascript and SQL programming, Node.js Framework, APIs, cloud computing and machine learning concepts.
3) Do I need to pay money for this workshop or Microsoft Azure?
No. This workshop is free and the Microsoft Azure services we use during it cost less than Β£3. Please make sure to clean up all of your instantiated resources after you are done to avoid incurring charges.
Recommended Reading:
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We will build the following solution during the workshop:
https://docs.microsoft.com/en-us/learn/modules/build-ml-model-with-azure-stream-analytics
The Venue:
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Microsoft Reactor has been kind enough to sponsor this event. Check them out:
https://developer.microsoft.com/en-us/reactor/Location/London