Story of Aarav: How humanity redefined wealth over time?
Raj Srivastava
🌱 Prologue: Who Is Aarav — And Why Are We Following Him? Imagine a young man named Aarav. He doesn’t come from a powerful family. He isn’t born rich. He…
Articles
From Akhand Bharat (1CE) to Digital India (2025): A Comprehensive History of India’s Economic Transformation
India’s economic journey is deeply intertwined with its rich and complex history, shaped by successive empires, shifting trade dynamics, and evolving administrative systems. To fully grasp the trajectory of the…
Business Cycles and Economic Fluctuations: Understanding the Ups and Downs of the Economy
Economic activity does not move in a straight line. Instead, it experiences periods of expansion and contraction in a recurring but unpredictable pattern known as the business cycle. These fluctuations…
Part VI: Building a Forecasting Pipeline on AWS (No-Code Edition)
Forecasting business demand isn’t just about getting predictions — it’s about keeping them relevant over time. Markets change, consumer behavior shifts, and if your forecast doesn’t keep up, your decisions…
Part V: Getting Started with Amazon SageMaker Canvas
“Build machine learning models without writing a single line of code.” 🧩 What Is Amazon SageMaker Canvas? Amazon SageMaker Canvas is a no-code machine learning platform that allows users to…
Part IV: Machine Learning in Demand Forecasting
Demand forecasting is evolving rapidly — from traditional statistical models to powerful machine learning (ML) approaches that adapt and improve over time. In this part of our series, we’ll explore…
📦 Part III: Forecasting in E-Commerce and Retail
Getting the basics right before diving into machine learning and cloud forecasting. E-commerce and retail businesses operate in an environment of high demand variability, frequent sales spikes, and rising customer…
From Theory to Time Series – Modeling Demand
In Part I of our demand forecasting series, we discussed the fundamental concepts of demand, the law of demand, price elasticity, and how these core ideas shape consumer behavior. Now,…
The Economic Foundations of Demand Forecasting: Models, Mathematics, and Applications
Demand forecasting is one of the most essential practices in business analytics, logistics, and operations research. Before it became a staple of modern supply chain planning, it was a theoretical…
India’s New Monthly Labour Force Survey: A Paradigm Shift in Employment Data Collection and Reporting
The release of India’s first monthly labour force survey (MLFS) in April 2025, reporting an unemployment rate of 5.1%, represents a historic transition in the country’s labour statistics framework. This…