Analytics Insight

Explore Data Science This Weekend: Best YouTube Channels to Follow

Overview: Free YouTube channels provide structured playlists covering AI, ML, and analytics fundamentals.Practical coding demonstrations help build real-world d ...
IEEE

Uncertainty Predictive Observer-Based Model-Free Adaptive Disturbance Rejection Control

Abstract: An uncertainty predictive observer-based model-free adaptive disturbance rejection control (UPO-MFADRC) is developed for nonaffine nonlinear systems with uncertain nonlinearities and ...
IEEE

Efficient Complex Immittance Spectral Frequency With the Perceptual-Metric-Based Codebook Search

Abstract: Complex-valued frequency-domain linear predictive coding (CLPC) has been developed for audio coding. Recently, representations for efficiently quantizing CLPC coefficients have been proposed ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...