Tutorial

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...

As a Developer Advocate, it’s difficult to maintain up with user forum messages and understand the massive picture of what users are saying. There’s loads of priceless content — but how will you quickly...

Have you ever gathered all of the relevant data?Let’s assume your organization has provided you with a transactional database with sales of various products and different sale locations. This data is named panel data,...

with Ollama, LangChain, LangGraph (No GPU, No APIKEY)(All images are by the writer unless otherwise noted)IntroPrompt Engineering is the practice of designing and refining prompts (text inputs) to boost the behavior of Large Language...

3D ReconstructionQuickly learn to create 3D models from photos, and master point cloud generation with Python + Meshroom (photogrammetry).You will have heard of image-based 3D reconstruction from previous articles I wrote. This can be...

The realm of artificial intelligence is continually expanding, introducing groundbreaking tools that transform how we interact with technology. Amongst these innovations, custom Generative Pre-trained Transformers, commonly referred to as GPTs, have emerged as an...

I took the official sklearn MOOC tutorial. Listed here are my takeaways.Proceed reading on Towards Data Science »

This second module focuses on the concept of models scores, including the test rating and train rating. Those scores are then used to define overfitting and underfitting, in addition to the concepts of bias...