Niels Berglund

Interesting Stuff - Week 19, 2023

ADX as Vector DB & Similarity search. Polars for Rust. ChatGPT and Pandas = PandasAI. Real-time streaming ecosystem and other cool stuff.

Posted by nielsb on Sunday, May 14, 2023

Interesting Stuff - Week 18, 2023

This week: Generative AI, pluse some more Generative AI. Build ML segments using chatbots, ChatGPT and LangChain. Confluent Platform 7.4 is released, some interesting things in that release.

Posted by nielsb on Sunday, May 7, 2023

Interesting Stuff - Week 15, 2023

This week: how Generative AI may shift focus from technology-driven to product-driven development. A game analytics framework/solution to help game developers analyze players. How to handle late-arriving events in Apache Flink. An introduction to materialized views and how they can help. Also, a plug for an upcoming post by me about how to build multi-platform Docker images.

Posted by nielsb on Sunday, April 16, 2023

Interesting Stuff - Week 14, 2023

This week: **Azure Data Explorer** (ADX) workshop, the third post in the series of building a real-time leaderboard using Kafka and ADX. Also links to building a GPT-powered application and a really interesting intro to reinforcement learning.

Posted by nielsb on Sunday, April 9, 2023

Interesting Stuff - Week 13, 2023

This week: be cool, read about Polar vs Pandas. How to ingest data into ADX. On the streaming side really interesting about how to do Canary releases for streaming platforms. Also something extremely interesting: Machine Learning and Data Streaming!

Posted by nielsb on Sunday, April 2, 2023

Interesting Stuff - Week 12, 2023

This week I link to posts about creating customised chatbots using GPT-4. It is also a link to an interesting post about developing a realtime ticketing booking system.

Posted by nielsb on Sunday, March 26, 2023

Interesting Stuff - Week 11, 2023

This week I link to a learning path for Azure Data Explorer and Kusto Query Language. I finally published the second post about Leaderboards using Kafka and ADX. In the post you also find OpenAI "stuff".

Posted by nielsb on Sunday, March 19, 2023

Develop a Real-Time Leaderboard Using Kafka and Azure Data Explorer - I

This post continues the journey towards creating a leaderboard system. In this post we learn more about ADX and why it is an excellent choice for near real-time applications, how to 'hook up' Kafka to ADX and how to ingest data into an ADX database.

Posted by nielsb on Sunday, March 19, 2023

Interesting Stuff - Week 10, 2023

Streaming, streaming, and more streaming. We start with an excellent introduction to Flink, followed by a look at the potential consequences of Confluent's acquisition of Immerok. I finish off with a link to a post looking at the benefits of event streaming.

Posted by nielsb on Sunday, March 12, 2023

Interesting Stuff - Week 9, 2023

This weekly roundup covers prompt engineering for Generative AI. I also cover stream processing vs real-time OLAP DBs; using Kafka and other open-source technologies to build AWS data lakes. To finish off: Spark Structured Streaming and REST APIs.

Posted by nielsb on Sunday, March 5, 2023

Technology musings about coding and data. Some topics: .NET, SQL Server, AI/ML, Big Data, Streaming, Kafka, Azure Data Explorer, and a lot more.