Can you notice before a machine breaks? Let's try detecting anomalies in sensor data with Python

Even if machines and equipment seem to break suddenly one day, small changes in temperature, vibration, current, etc., often ...

How to Visualize AI Action Logs and Eliminate the Black Box

When using AI, don't you ever feel anxious, wondering, "Wait, what is the AI doing right now?" or "Will this instruction ...
GitHub

AI-Network-Traffic-Classifier

AI Network Traffic Classifier is a Python-based networking and machine learning project that analyzes real network traffic captured using Wireshark and classifies protocols using a Decision Tree ...
GitHub

Retail Sales Analysis & Excel Dashboard

An end-to-end analysis of four years of retail sales: clean the data, explore it with SQL, find what drives revenue, and present it in an Excel dashboard. Built with Python (Pandas, Matplotlib), SQL ...
iThinkDifferent

Local Code Runs DeepSeek 4.1 Flash on Mac, Free and Open Source

Local Code is a free, open-source AI agent for Mac that runs DeepSeek 4.1 Flash on device, with Python, Node.js and a shell ...
BIOENGINEER

Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data

A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...
KDnuggets

7 Advanced Python Design Patterns for Data Scientists

Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the ...
National Geographic

Red Panda

A red panda totters along the branch of an evergreen tree, placing one paw in front of the other like a gymnast on a balance beam. But then ... whoops! The panda loses its footing. A fall from this ...