Learn how to move beyond prediction and actively make intervention through prescriptive modeling. This in-depth guide walks you through Bayesian approaches to system intervention, with practical…

Playbook on how data analysts can become data scientists

Using GPU acceleration to speed up Bayesian Inference from months to minutes...

A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache, using a lightweight GPT-2 example.

A recipe for building a portable soundscape monitoring app with AudioMoth, Raspberry Pi, and a decent dose of deep learning.

Complete guide to feature selection, threshold optimization, and neural network architecture for ML competitions The post I Won $10,000 in a Machine Learning Competition — Here’s My Complete Strategy…

A detailed guide on controlling overfitting and increasing the stability of your models.

ChatGPT uses an average of 0.34 Wh per query, according to a blog post by Sam Altman. Does that figure hold up?

Let's get started with multimodality The post LLaVA on a Budget: Multimodal AI with Limited Resources appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original…

A Technical Deep Dive into Auto-Labeling The post Computer Vision’s Annotation Bottleneck Is Finally Breaking appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the…

The secret life of leaves, gradients, and the mighty requires_grad flag The post What PyTorch Really Means by a Leaf Tensor appeared first on Towards Data Science. Generated by RSStT. The copyright…

How to Scale LLM Evaluations Beyond Manual Review The post LLM-as-a-Judge: A Practical Guide appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author.…

Transforming Independent Models into Collaborative Intelligence

A practical deep dive into declarative AI programming

The one technique that made ChatGPT so smart The post Reinforcement Learning from Human Feedback, Explained Simply appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to…

Only if you ignore data quality The post Data Has No Moat! appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

With all the buzz around agents, LLMs, and the tools they power, it’s sometimes easy (or at least tempting) to think that fundamental machine learning workflows—feature selection, model monitoring, and the like—will soon become obsolete. The articles we selected…

Streamline your computer interactions using OpenAI's Whisper model The post Use OpenAI Whisper for Automated Transcriptions appeared first on Towards Data Science. Generated by RSStT. The copyright…

PyTorch model performance analysis and optimization — Part 8

PyTorch Model Performance Analysis and Optimization — Part 9