Caterva2 also supports filtering 🗃️data with fields, via the web client 🌐 or programmatically from Python code 🐍 . In the last few months we've extended this functionality even more, so that even the most advanced ❓❓❓queries are possible!
This makes it ideal for dealing with the structured datasets typically used in Machine Learning 🤖 and Data Science 🧪. Have a look 👀 to see what Caterva can do for you -> https://ironarray.io/caterva2.
#DataScience #Python #Data #Analytics

✨ Ever wondered how to effortlessly apply lazy expressions to massive tomographic HDF5 datasets and visualize them instantly in Cat2Cloud? 🤯

🎬 Check out this fantastic new video from our very own Luke Shaw! Discover how a bit of Python 🐍 magic and our user-friendly web interface simplify the process.

👇 Watch the full video to see the magic unfold: https://ironarray.io/cat2cloud

#HDF5 #Tomography #LazyEvaluation #DataVisualization #Cat2Cloud

🚀 Meet Cat2Cloud: High-Speed Throughput for AI/ML and HPC Workloads ⚡️💾

Managing large datasets shouldn't mean navigating complex architectures or unpredictable fees. Cat2Cloud simplifies high-performance cloud storage as well as computation, offering a unified solution for your data needs.

Visit https://ironarray.io/cat2cloud to explore how Cat2Cloud can transform your data management experience.

#Cat2Cloud #DataManagement #CloudComputing #BigData #AI #ML #HPC #DataScience #Innovation

☁️ Cat2Cloud Video 5! ☁️

🎉 Exciting news! With Cat2Cloud we're introducing a new way to work with large datasets in the cloud ☁️, inspired by spreadsheets 📊. Imagine an expression that automatically updates its value whenever the underlying data changes – that's the power we've brought to cloud-based data analysis.

In our new video, we connect the ✅ Single Source of Truth (SSoT) concept to lazy expressions and the powerful append 📝 functionality.

Full video at: https://ironarray.io/cat2cloud

Enjoy!

#Caterva2 cannot only be used for sharing your compressed datasets in the internet, but also to efficiently perform operations on datasets exceeding available memory.

Look at our new blog explaining how this works 👉 https://ironarray.io/blog/caterva2-lazy-eval

Learn how to:

⬆ Upload your own datasets
🌎 Use remote servers for evaluation
💻 Evaluate complex expressions either programmatically of via a web interface
🗜 Use advanced compression everywhere, from transmission to computation

Make compression better 😀

📢 Big news! Caterva2 enters advanced beta stage 🎉 🎇 Caterva2 is a FOSS distributed system written in Python meant for sharing Blosc2 datasets (either native or converted on-the-fly from HDF5) among different hosts.

It follows the pubsub paradigm, so it can publish data once and allow multiple subscribers to access it, saving time and resources.

Learn more about Caterva2 (2 min video included) in https://ironarray.io/caterva2

Make Compression Better 😀
#blosc2 #ironarray #caterva2 #pubsub