by Dr. Owns | Dec 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction If you work in data science, data engineering, or as as a frontend/backend developer, you deal with JSON. For professionals, its basically only death, taxes, and JSON-parsing that is inevitable. The issue is that parsing JSON is often a serious pain....
by Dr. Owns | Dec 13, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Ridge and Lasso regression are often perceived as more complex versions of linear regression. In reality, the prediction model remains exactly the same. What changes is the training objective. By adding a penalty on the coefficients, regularization forces the model to...
by Dr. Owns | Dec 13, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Learn how to become a more efficient programmer with local testing The post How to Increase Coding Iteration Speed appeared first on Towards Data Science. Learn how to become a more efficient programmer with local testing The post How to Increase Coding Iteration...
by Dr. Owns | Dec 13, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
This one little trick can bring about enhanced training stability, the use of larger learning rates and improved scaling properties The post NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating appeared first on Towards Data Science. This...
by Dr. Owns | Dec 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In this article, we rebuild Logistic Regression step by step directly in Excel. Starting from a binary dataset, we explore why linear regression struggles as a classifier, how the logistic function fixes these issues, and how log-loss naturally appears from the...
