How Contactless ATM Cards Work Without a Battery When you tap your bank card on a POS terminal or an ATM, it feels almost magical. There is no visible power source on the card, yet it powers up, talks to the machine, and completes a secure transaction in under a second. The reason this works is simple but elegant: the card is passive . It does not have a battery. Instead, it harvests a tiny amount of energy from the electromagnetic field generated by the payment terminal. What Actually Happens When You Tap When you bring your contactless card close to a terminal, the two devices communicate using a technology called Near Field Communication (NFC) , which typically operates at 13.56 MHz over a very short distance (a few centimeters). The terminal generates an alternating electromagnetic field around its reader. Your card enters this field and couples to it using a small coil antenna inside the plastic. This coupling allows the card to draw just enough energy to power it...
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How I Built and Tuned a Machine Learning Model to Predict Laptop Prices
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š§ Introduction As a computer engineering undergraduate passionate about machine learning (ML), I embarked on a practical project: predicting the price of laptops based on their specifications . The aim was not only to build a regression model but to truly understand each phase of the ML workflow — from problem analysis to model evaluation , and ultimately toward web deployment . This post details the entire journey: technical challenges, tools used, key learnings, and future possibilities. š Problem Statement The goal of this project was to create a predictive model that can estimate a laptop’s market price (in LKR) given a set of features such as: Brand ( Company ) Processor ( CPU ) Graphics card ( GPU ) RAM (in GB) Operating System ( OpSys ) Weight (in kg) Screen characteristics Touchscreen and IPS support The target variable was Price_LKR , and the task is clearly a supervised regression problem . š§¼ Data Preprocessing & Feature Engineering The datase...