Tag: #testing

  • SARIMAX Forecasting of Online Food Delivery Sales

    SARIMAX Forecasting of Online Food Delivery Sales

    This article provides a beginner-friendly guide to understanding and evaluating ARIMA-based time-series forecasting models such as SARIMA and SARIMAX. It focuses on an QC-optimized SARIMA(X) model to forecast the e-commerce sales of a food delivery company. The post covers essential concepts, data processing, model comparisons, and insights. It also includes a comparison between SARIMA and…

  • Cybersecurity Monthly Update

    Cybersecurity Monthly Update

    Cybersecurity Monthly Update Securing Your Digital Transformation Focus on DevSecOps Maintain velocity without compromising security GitLab has been a catalyst for change when it comes to the evolution of DevSecOps versus traditional application security testing. Weeam: Are you ransomware resistant?

  • Supervised Machine Learning Use Case: Prediction of House Prices

    This is the application of supervised machine learning to real estate. The goal is to predict sale prices ($) for N selected properties in a state (N>>1000).  We are given a csv dataset as a NxM table, where M is the number of property features describing every aspect of the house and surroundings (typically, M<100).   …