Interesting Stuff - Week 32, 2022

Streaming

Throughout the week, I read a lot of blog-posts, articles, and so forth that has to do with things that interest me:

  • AI/data science
  • data in general
  • data architecture
  • streaming
  • distributed computing
  • SQL Server
  • transactions (both db as well as non db)
  • and other “stuff”

This blog post is the “roundup” of the things that have been most interesting to me for the week just ending.

Azure Data Explorer

Data architecture

Data Science / AI / ML

  • Artificial Intelligence for Beginners - A Curriculum. The link is to a GitHub repository containing an AI course for beginners, which was put together by Microsoft. It is free and consists of a 12-week, 24-lesson curriculum. This course introduces learners to a variety of AI concepts. It looks very, very interesting. At Derivco, we see AI/ML as the future, and our AI/ML champion Nadia is looking at what we can do to incorporate this curriculum with what we are doing.
  • Announcing SynapseML for .NET – Large Scale ML with a Simple API. SynapseML (the artist formerly known as MMLSpark) has been around for a while and is an open-source library to simplify the creation of scalable machine learning pipelines. Recently SynapseML v0.10 was released, and part of that release was a new set of .NET APIs. This post looks at those APIs and how you can build scalable and intelligent systems for solving challenges using these new APIs. Very, very interesting!

Streaming

  • Getting Started with Stream Processing: The Ultimate Guide. Regardless of your business, the ability to react in real-time has become increasingly important. We rely on streaming data to handle real-time data, and stream processing is critical to building real-time applications. This post looks at how ksqlDB can help your business create the types of applications that deliver rich, real-time customer experiences.
  • Serverless Stream Processing with Apache Kafka, Azure Functions, and ksqlDB. We’re continuing with the stream processing theme from above. This post looks at serverless stream processing. More specifically, serverless in Microsoft Azure. The post builds an application that integrates ksqlDB and Azure Functions, using the best functions of each to really lean into the strengths of both.

~ Finally

That’s all for this week. I hope you enjoy what I did put together. Please comment on this post or ping me if you have ideas for what to cover.


Blog Feed:

To automatically receive more posts like this, please subscribe to my RSS/Atom feed in your feed reader!

Interesting Stuff - Week 31, 2022 Interesting Stuff - Week 33, 2022

Related Articles

comments powered by Disqus