Series - NET-for-Apache-Spark-101


Deploy .NET for Apache Spark App to Azure HDInsight [8 of 8][MP4] [0:18:25] [2019/09/23]
Let's continue our journey of deploying our apps to the cloud by deploying our .NET for Apache Spark app to Azure HDInsight, the Microsoft implementation of Apache Spark that allows you to process…


Deploy .NET for Apache Spark App to Azure Databricks [7 of 8][MP4] [0:14:49] [2019/09/23]
So far we've run our apps locally, but let's deploy one to Azure! Learn how to deploy your .NET for Apache Spark app to Azure Databricks, a fast, easy, collaborative Apache Spark-based platform…


Sentiment Analysis with .NET for Apache Spark and ML.NET: Part 2 [6 of 8][MP4] [0:07:20] [2019/09/23]
Let's finish up our big data + ML sentiment analysis app! See how we can combine a trained ML model from Model Builder with our .NET for Apache Spark code and different ways we can display our…


Sentiment Analysis with .NET for Apache Spark and ML.NET: Part 1 [5 of 8][MP4] [0:07:38] [2019/09/23]
Big data and machine learning are a powerful combination for data processing and analysis. Learn how to leverage ML.NET (through the easy-to-use Model Builder UI) in combination with .NET for Apache…


Structured Streaming with .NET for Apache Spark [4 of 8][MP4] [0:09:44] [2019/09/23]
We've already analyzed stored data, now let's analyze data in real time! Let's write a structured streaming app that processes words live as we type them into a terminal. We'll create a Spark Session,…


Batch Processing with .NET for Apache Spark [3 of 8][MP4] [0:08:22] [2019/09/23]
Since we can run .NET for Apache Spark apps on our local machine, let's write a batch processing app, one of the most fundamental big data apps. We'll use Spark SQL and take a look at Spark Sessions,…


Run Your First .NET for Apache Spark App [2 of 8][MP4] [0:08:48] [2019/09/23]
Now that we know what .NET for Apache Spark is, it's time to run our first app. Learn how to create a simple .NET for Apache Spark word count application and run it on your local machine, all in less…


What is .NET for Apache Spark? [1 of 8][MP4] [0:04:59] [2019/09/23]
Let's kick-start our journey into big data analytics! Learn all about Apache Spark and how .NET for Apache Spark will empower you to participate in the world of big data within the .NET ecosystem.…