Understanding the Processors: CPU vs GPU vs NPU vs TPU In this article, I’d like to give you a quick rundown of the new processors: NPU and TPU, while comparing it to traditional processors: CPU and GPU.

zonacode.eu/cpu-gpu-npu-...

#TechSky #Technology

If you are into technology, CPU and GPU are two abbreviations you most likely are familiar with...

But what about NPU and TPU?

In my blog post, I'll guide you through the basics of these new Processors, compared to the traditional ones!

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How to disable AI overviews and save energy? If you'd like to take a few steps towards sustainability, I recommend disabling AI overviews. In this article I'm going to show you how.

zonacode.eu/disable-ai-s...

If you would like to save some electricity and water, there is a quick and easy way: Disabling AI overviews.

I found an easy way to do this for most (Google, Brave Search, etc.) search engines!

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If you want some energy without jitters and a caffeine crash, you definitely can't miss out on Yerba mate!

ZoNa Code - Rethink your coding fuel! or: Why should you give yerba mate a shot?

My Blog is Now Active!
(Though some work is still needed)

Now it's time for me to share my first post: Rethink your coding fuel, or: why should you give yerba mate a shot?

zonacode.eu/yerba-mate-f...

The EU stars with the app icons of European products around them.

Once again, the buy #European is trending. What are your favorite European brands? 🇪🇺

In our latest guide, we take a look at the best European products you can use 👉️ tuta.com/blog/boycott...

#BuyEuropean #PrivacyFirst #GDPR #DigitalSovereignty #PrivacyTech

- Like reading online? Great.
- Prefer YouTube videos? You got it.
- Want a downloadable PDF or something to listen to in your car? Done.
You can even download a teaching guide...

What are you waiting for? Dive into AI safety with AI Safety Atlas!
ai-safety-atlas.com

#AISafety

AI Safety Atlas (ai-safety-atlas.com) is one of the best places you can go.
It covers different aspects of AI safety in an easy-to-understand way and across many formats.

My blog is almost ready, but until then… a resource recommendation!
If you’re curious about the field of AI safety but can’t find a place to start—one that offers both beginner-friendly and advanced materials—look no further!

Optuna simplifies tuning with features like:

- TPE sampler for smarter searches.

- Pruning to cut training early on bad trials.

Seamless integration with LightGBM & other ML libraries. Highly recommended!
#ML #LightGBM #Optimization #AI #DataScience

Optuna - A hyperparameter optimization framework Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API.

Just discovered optuna.org for hyperparameter tuning, and it’s a game-changer! 🎯 Especially when fine-tuning models like LightGBM’s LGBMClassifier. With its efficient optimization algorithms, you can automate & accelerate finding the best parameters. #Optuna #AI #MachineLearning #DataScience

Looking forward to learning and sharing insights along the way!

If you’re curious about bridging the gap between AI and human understanding, this is worth a read.

#InterpretableML #datascience #datasky #MachineLearning #AI #ExplainableAI

Kicking off my journey into interpretable machine learning with Christoph Molnar’s Interpretable Machine Learning!

This is my starting point for understanding how ML models make decisions and exploring techniques to make them more transparent.

📖 christophm.github.io/interpretable-ml-book/

Network Science by Albert-László Barabási The power of network science, the beauty of network visualization.

A great book I used for my Bachelor's thesis, and at work to learn about bipartite graphs

This free online book by Albert-László Barabási explores the structure and dynamics of complex networks, everything needed for a great intro

#networkscience
#datascience
#graphs #books

networksciencebook.com

Times change... If you had told my ~13-year-old self that in 9 years, the most important factor in a GPU for me would be its CUDA (RAPIDS) compute capability instead of running games on high resolution, I would have probably made a 'HUH?' face. 🤣🤣🤣

#dataBS #datascience #machinelearning #CUDA

After starting my Data Science Internship, I started being grateful for the clean & feature engineered data our uni professor gave us, when we had our "Machine Learning Basics" course.

Be grateful for clean data! 😇🙏

#dataBS #datascience #machinelearning