Hands On Tutorials

AI Agents from Zero to Hero — Part 3

In Part 1 of this tutorial series, we introduced AI Agents, autonomous programs that perform tasks, make decisions, and communicate with others.  In Part 2 of this tutorial series, we understood easy methods to make...

What Germany Currently Is Up To, Debt-Clever

€1,600 . That’s how much interest Germany has to pay for its debts. In total, the German state has debts ranging into the trillions — greater than a thousand billion Euros. And the federal...

Anatomy of a Parquet File

Lately, Parquet has grow to be a normal format for data storage in Big Data ecosystems. Its column-oriented format offers several benefits: Faster query execution when only a subset of columns is being processed Quick calculation...

Custom Training Pipeline for Object Detection Models

What if you desire to write the entire object detection training pipeline from scratch, so you possibly can understand each step and give you the option to customize it? That’s what I got down...

Practical SQL Puzzles That Will Level Up Your Skill

There are some Sql patterns that, once you realize them, you begin seeing them in all places. The solutions to the puzzles that I'll show you today are literally quite simple SQL queries, but...

Debugging the Dreaded NaN

You're training your latest AI model, anxiously watching because the loss steadily decreases when suddenly — boom! Your logs are flooded with NaNs (Not a Number) — your model is irreparably corrupted and also...

The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data

What's synthetic data? Data created by a pc intended to duplicate or augment existing data. Why is it useful? We've all experienced the success of ChatGPT, Llama, and more recently, DeepSeek. These language models are getting used...

On-Device Machine Learning in Spatial Computing

The landscape of computing is undergoing a profound transformation with the emergence of spatial computing platforms(VR and AR). As we step into this recent era, the intersection of virtual reality, Augmented Reality, and on-device...

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