Sagar H M·Sep 24Probability of Default Modelling—IFRS9 (Part 2)The likelihood that a borrower will fail to repay their obligation within a given time horizon.
Sagar H M·Sep 10IFRS 9 and ECL—Financial risk modeling. (PART-1)All about IFRS 9 and ECL risk modelling.
Sagar H M·Jan 29Why Mastering Linear Regression Boosts Your Deep Learning SkillsLinear regression forms the foundational math behind deep learning models, making it essential for understanding how neural networks…
Sagar H M·Sep 18, 2025🧩 SQL Query Execution Order: Why SQL Doesn’t Run Top-to-BottomIf you’ve ever written an SQL query, you might assume it runs line by line, starting from SELECT. But here’s the secret: SQL doesn’t…
InGoPenAIbySagar H M·Jul 25, 2025A Modern Guide to Linear Regression and Model Evaluation in Machine LearningLinear regression remains one of the most foundational—and approachable—techniques in machine learning. Yet, building effective models goes…
InGoPenAIbySagar H M·Jul 24, 2025Mastering the Basics of Probability: A Beginner-Friendly GuideWhether you’re diving into data science, preparing for competitive exams, or just curious about how randomness works, probability is your…
Sagar H M·Jul 20, 2025Descriptive Statistics: Understand Your Data Before You Model ItBefore diving into predictions and machine learning, we must first understand what our data is telling us. That’s exactly what descriptive…
Sagar H M·Jul 19, 2025Fundamentals of Statistics: Laying the Foundation for Data ScienceWhether you’re diving into data science, machine learning, or business analytics, your journey begins with statistics. It’s the language…
Sagar H M·Jul 18, 2025📊 Variance and Standard Deviation Explained Simply (With Real-Life Examples)In statistics and data science, variance and standard deviation are two of the most important metrics to understand how data is spread out…
Sagar H M·Jul 16, 2025📊 Why Sample Variance is Divided by n — 1 and Not nHave you ever wondered why we divide by n—1 when calculating sample variance but by N for population variance?
