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IoT on Azure and NLP application from scratch

1.  BIG Data IOT with Azure – Ronen Chenn  (60 Minutes)

How to build a cloud-based solution which would use software, sensors and devices to predict equipment failures, track performance in real time, and help refine designs and processes to prevent those failures in the future?

How can all these help the end users (=customers) to analyze their own data, and how can the manufacturer benefit from it as well? :-)

It is all made for SQL Azure and Power BI…

2.  Building an NLP Application from Scratch – Yuval Mazor (60 Minutes)

In this talk, we'll build a Natural Language Processing (NLP) application – from (almost) scratch! We'll start with a short discussion about NLP in general, and Conditional Random Fields – the algorithm we'll use – in particular. We'll then present the actual problem and tools, and finally connect everything together for a working application. In the process, you'll see what it takes to deal with language in a programmatic fashion.

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