This video provides an overview of administration experiences for BDC (Big Data Clusters).

In big data clusters, we ensure that management services embedded with the platform provide fast scale and upgrade operations, automatic logs and metrics collection, enterprise grade secure access and high availability.

Data science and AI have been the force behind the rise of Python adoption .

According to the State of the Octoverse report, Python has beaten out Java to become the second most used language after JavaScript.

The growth of Python can be correlated with a wide range of tools and frameworks. The most notable ones are the surge of Jupyter Notebook, TensorFlow, and NLTK. Jupyter Notebook has risen over 100% YoY for last thee years. Besides, TensorFlow and NLTK were among the most popular projects, thereby increasing the number of contribution from Python users; TensorFlow was fifth in the number of contribution with 9.9k.

If you have large data sets that seem too big to map, then watch this IoT show to learn how to cluster data in Azure Maps so your users can rapidly extract insights from very large data sets.

Ricky Brundritt, Principal Technical Program Manager, Azure Maps, takes you on a historical journey from grid-based clustering to radius-based clustering. You’ll learn how the power of the open source community has contributed to the supercluster library which Azure Maps leverages extensively. Watch Ricky demo and step through Azure Maps code for clustering using large data sets of shipwrecks and earthquakes. Learn how to use cluster aggregates to perform calculations based on properties of the children of each cluster. Ricky wraps up with a demo visualizing clustered map data in the form of pie charts—again, to enable your users to extract insights quickly.

Access demo source code here: https://aka.ms/AzureMapsSamples

Azure App Configuration is a developer-focused service in Azure that manages and distributes application settings.

It helps implement patterns, such as the 12-factor app, and is particularly useful for cloud native and other distributed applications.

In this video, learn how you can use Azure App Configuration to simplify management of and secure access to your application settings.

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Are you interested in connected vehicles?

In this video, you’ll get an overview of Microsoft Connected Vehicle Platform (MCVP).

MCVP is plumbing—the undifferentiated, heavy lifting common across connected vehicle applications—that Microsoft has made available as a platform.

MCVP provides connectivity, message delivery to the vehicle, and software updates so OEMs can focus on creating a unique customer experience.

Siraj Raval shows off examples of machine learning apps from his students.

If you’re wondering about my stance on the recent controversies around Siraj, I recorded a Data Point about that.

Machine Learning powers almost every internet service we use these days, but it’s rare to find a full pipeline example of machine learning being deployed in a web app. In this episode, I’d like to present 5 full-stack machine learning demos submitted as midterm projects from the students of my current course. The midterm assignment was to create a paid machine learning web app, and after receiving countless incredible submissions, I’ve decided to share my favorite 5 publicly. I was surprised by how many students in the course had never coded before and to see them building a full-stack web app in a few weeks was a very fulfilling experience. Use these examples as a template to help you ideate on potential business ideas to make a positive impact in the world using machine learning. And if you’d like, be sure to reach out and support each of the students I’ve demoed here today in any way can you offer. They’ve been working their butts off. Enjoy!

Presentation notebook: https://colab.research.google.com/drive/1m5aLHPnwIhVX8zgMvZUtK4iG9xSaMbk8

This video tutorial explains what is the difference between .NET Framework and .NET Core for desktop applications.

What are the benefits of .NET Core and what should you choose for your apps.

Watch the entire series here
Download Visual Studio 2019 here
Download .NET Core 3.0 here

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