In this workshop, you will learn to combine both pre-built artificial intelligence (AI) (in the form of various Cognitive Services) with custom AI (in the form of services built and deployed with Azure Machine Learning services). You will learn to create intelligent solutions atop unstructured text data by designing and implementing a text analytics pipeline. You will also learn how to build a binary classifier using a simple neural network that can be used to classify the textual data. Also, you will learn how to deploy multiple kinds of predictive services using Azure Machine Learning and learn to integrate with the Computer Vision API and the Text Analytics API from Cognitive Services.
Course 40530G: Microsoft Cloud Workshop: Cognitive Services and Deep Learning
Who should attend this course?
This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Cognitive Services and Deep Learning
Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.
At the end of this workshop, you will be better able to present solutions leveraging Azure Machine Learning services and Cognitive Services
Module 1: Whiteboard Design Session – Analyzing text with Azure Machine Learning and Cognitive Services
- Review the customer case study
- Design a proof of concept solution
- Present the solution
Module 2: Hands-on lab – Analyzing text with Azure Machine Learning and Cognitive Services
- Create and deploy a Summarization Service
- Create and deploy a custom Deep Learning Model using Keras
- Text classification with Azure Automated Machine Learning
- Completing the solution
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