Physics-Informed Feature Engineering
A comprehensive guide to energy forms, SI measurement standards, and practical feature engineering strategies for data scientists building physics-aware ML models with real-world battery discharge example
Ibrahim Lahlou
Acoustic Operations and Foundations of Speech Processing
Core signal processing operations that underpin all speech recognition and synthesis systems.
The 7 big time series fundamentals and operations
Introduction Time series analysis evolved from early astronomical observations and economic studies in the 1920s. Box and Jenkins revolutionized the field in the 1970s with ARIMA models, while the...
Planning in ML System
Project Management for ML Developpement
ML System Overview
A simple Overview
Text operations in neural networks
Describing text operations and transformations in neural networks
language-history
Archived insight from languages before talking about natural languages
Virtualization in Unix-based system
Explaining virtualisation & containerisation using a unix-based os
Data Scraping
Introduction : Every data scientist requires data to perform their work. The process of collecting data can be challenging, especially when dealing with incompatible software or when a quick searc...
Convolutional neural networks
Describing Convolutional neural networks