Introduction to Machine Learning with Sound @ UoS – Sharjah, UAE – 04/15/2019

Dubai

April 30, 2019 5:00 pm GST

If you’re a developer and want to learn about machine learning, this is the course for you. Even if you’re not new to machine learning, you might not have worked with audio files before in machine learning models. Either way, you’ve come to right place.

In this workshop, you’ll learn to create basic machine learning models that you train to recognize the sounds of dogs and cats. You’ll also integrate visual recognition to identify images of these animals. You’ll build a basic user interface in Node-RED that shows the results of the predictions for both sound and images.

To learn the basics of machine learning, you’ll use IBM Watson Studio to build classification models to predict and identify animal sounds and use IBM Watson Visual Recognition to identify images of those animals. You’ll learn how best to gather and prepare data, create and deploy models, deploy and test a signal processing application, create models with binary and multiclass classifications, and display the predictions on a web page.

Duration: 2 hour
– Exact timing to be confirmed.
– Proposed timing : 5:00 – 7:00

What we’ll do?
In this workshop, you’ll learn to create basic machine learning models that you train to recognize the sounds of dogs and cats. You’ll also integrate visual recognition to identify images of these animals. You’ll build a basic user interface in Node-RED that shows the results of the predictions for both sound and images.

Agenda:
5:00 – 5:15: Quick Housekeeping + Introduce the badge for the day
5:15 – 5:50: Tech Talk – Introducing Machine learning, Applications of Machine Learning with Sound, Tools to be used during the Code lab (viz. Watson Studio and Node-RED)
5:50 – 6:00: Break
6:00 – 6:50: Code Lab on Machine Learning with Sound
6:50 – 7:00: Other tools to explore on Watson Studio + Resources + Q&A + Networking

Expected Level:
Developers who are new to Machine Learning.
Must know basic Object Oriented Programming.
Knowledge on Node-RED is beneficial but not required.

Expected Attendees:
1st to 4th year students

Ground Floor, Library Building, American University of - Sharjah - United Arab Emirates, Dubai, United Arab Emirates

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