Ryno Goosen
@ryno_goosenVisual Analytics, sensemaking, early warning systems, C4ISR, intelligence analysis, geospatial intelligence: CTO, beer connoisseur, runner
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Geospatial data science is all about having access to good data. Here are a list of my favourite free geospatial resources:
Struggling to keep up with new RAG variants? Here’s a cheat sheet of 7 of the most popular RAG architectures. Which variants did we miss?
We often think of an "equilibrium" as something standing still, like a scale in perfect balance. But many equilibria are dynamic, like a flowing river which is never changing—yet never standing still. These dynamic equilibria are nicely described by so-called "detailed balance"
Another dog 🐶 video that made me laugh 🤣!
I feed 80 street dogs every morning in Thailand and while they are all grateful one dog goes above and beyond in her appreciation. Her name is Snickers and every single day without fail she brings me a gift… (1/8) 🧵
I like that perspective on #AI and #GenerativeAI. What do you think?
Graph algorithms are not only a topic for coding interviews. They are the way to solve many real-world problems. What are the must-to-know algorithms and their use cases? 1. Breadth-first search It's a traversal algorithm implemented using a queue data structure. It starts…
📢 Apache Spark 4.0 is HERE 📢 Btw I will be adding these to my existing Spark Course, so watch out 🗿 ✅ Spark Connect You can run spark code at REST or remotely! Spark Connect is a protocol that will allow your applications to communicate with a remote Spark Server, similar…
Delta Connect adds Spark Connect support to Delta Lake for Apache Spark! Delta Connect allows all #DeltaLake operations to work in your application running as a client connected to the Spark server. 🙌 🔗 Learn more: hubs.ly/Q02K4_l00 #opensource #spark #linuxfoundation
I wish I had this cheatsheet for Apache Flink earlier...
"With #GraphRAG, we also use vector search to find a document, but we use the power of the knowledge graph to expand from it and find more relevant documents to provide." Christoffer proves this with an excellent Movie Graph 🎬 bit.ly/4bu6miR #Neo4j
How did we build a platform that currently handles 40 million requests daily, while storing over 100TB of data? Read on for a technical deep dive on how it all works. hubs.li/Q02JYXR80
Working in the deep waters of the Pacific, Ocean Exploration Trust (@EVNautilus) uses Cesium for Unreal for its Realtime Underwater Modeling and Immersion (RUMI) project, fusing & sharing massive 3D & 2D datasets for discoverability, analysis, & education: hubs.li/Q02H3mL90
The sources of understanding
My friend and Neo4j CTO @prathle has written an outstanding blog post that summarizes the recent buzz around GraphRAG, what we've learned from a year of helping users build systems with Knowledge Graphs + LLMs and where we believe the space is going. Thread below. 👇🧵
Stop wasting hours trying to understand Kafka's difficult zero copy optimization. Just read this short & simple summary 👇 (there is a surprise at the end) If you’ve ever read about Kafka, a particular optimization it makes use of might have caught your eye — the operating…
We just released a product where you can take your #hyperspectral image of the ground, upload it to @SkyfiApp, and AI will identify individual minerals. For example, we can tell you where all the of #lithium is in the image. It's crazy futuristic, but it's here. Just watch the…
New Cesium releases! - CesiumJS 1.119 - Cesium for #Unreal 2.7.0 - Cesium for #Unity 1.11.0 - Cesium ion updates, including Reality Tiler 2.0.0, Self-Hosted 1.2, and Vexcel 3D Cities data See what’s new and download: hubs.li/Q02DWSTT0
If you are dealing with event-driven architecture, you've three main ways of dealing with events. Here's a brief intro about them: 🧵
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