Vignya Durvasula

There is no doubt that deep learning is taking over the world with its advanced applications like next-word prediction and autonomous vehicles. Deep Learning is used almost everywhere in this era. Fortunately, deep learning also has many networks we can…

Mathematics, a field rich in diversity and applications, uses various notations for different measurements in both mathematics and physics. We cannot use the same notation for every measurement we conduct in mathematics and physics, right? To solve this problem, the…

Information theory is the study of general collection, storage, and transmission of information. It leverages many concepts such as entropy, to efficiently communicate the information. Kullback-Leibler Divergence (KL Divergence) is one such metric used in information theory to quantify or…

Data is considered a collection of facts and statistics put together for research and analysis. It is always said that data can take many forms. I’m sure we all have our experiences with structured, unstructured, and even big data. Did you come…

url – entropy in decision trees Various machine-learning algorithms are being used everywhere. From being used to make decisions in business, to being used in Finance, Healthcare, and marketing industries to predict, classify, or detect any fraud or a potential…

Statistics and Mathematics are growing more and more crucial for understanding today’s high-end technologies such as Data Science and Machine Learning. Achieving a thorough understanding of these mathematics concepts is important to understand many complex algorithms easily. The binomial coefficient…

Artificial Neural Networks or simply neural networks-NNs are being used by machine learning engineers for tasks so simple as classifying images using Convolutional Neural Networks(CNN) to using Recurrent Neural Networks (RNN) that can remember past information to deal with time…

Machine Learning and Deep Learning are all about trying to learn and mimic human behavior. It is underrated to say that these technologies are inspired by the working of the human brain to perform complex tasks like finding treatments for…

The applications of machine learning are endless. Predicting the price of a house or a product(regression), and classifying the customer’s reviews into positive or negative(classification), to even more advanced techniques like anomaly detection, and machine learning algorithms are being used…