Unlike PCA (maximum variance) or ICA (maximum independence), ForeCA finds components that are maximally forecastable. This makes it ideal for time series analysis where prediction is often the primary ...

Abstract: Online sales item prediction has become essential for effective business planning. Digital transformation has enabled companies to collect much data on consumer behavior, market trends, and ...

Abstract: This study presents a structured Exploratory Data Analysis (EDA) to explore factors affecting graduate outcomes, using data from fifty-three (53) BSCS and BSIT graduates of Camarines Sur ...

Welcome! This package contains all the practice materials, sample data, and instructions for 22 exercises + 3 capstone projects designed to teach you problem-solving with Claude Code and Cowork.

Free AI tools Goose and Qwen3-coder may replace a pricey Claude Code plan. Setup is straightforward but requires a powerful local machine. Early tests show promise, though issues remain with accuracy ...