Machine Learning

Bayes Theorem and It’s Calculation Example

In real life, we face various probabilistic events; for instance, nearly 25% of people are getting infected by Covid-19, and there is a 1-3% mortal rate of this disease. It may look intimidating at first glance, but if it is broken down more intuitively, then it would be less scary In mathematics, we have a …

Linear Regression From Scratch

In all Machine Learning algorithms, linear regression happened to be the most straightforward and easy to understand as it uses the straight line’s formula, which we have learned in the high school mathematics course. But at the beginning of the machine learning course, we start by using the sci-kit learn library, and then our true …

Building A Semi-Automated Electricity Demand Forecasting: A Bangladeshi Case Study

Thanks to advanced machine learning and deep learning algorithms, we see much demand- forecasting research in recent days. Due to the advent of renewable energy, demand forecasting is becoming one of the hot topics. Because of renewable resources’ intermittent nature, it is still not used as a base-load electricity source. So based on the demand …