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…
With the advancements and developments in artificial intelligence and machine learning, it is vital to build and deploy the right models that are considered industry standard and perform well with the best accuracy. Model building or training is a crucial…
Deep Learning is one of the most happening technologies with recent developments such as deepfake and autonomous vehicles. In this post, we will understand the crucial elements of building these deep learning models. You are all done building your model…
Signal processing is a technique that refers to the manipulation and analysis of signals, often the representations of physical data. A signal can take any form; we have audio signals, electrical signals, and image signals. Since there are different signals,…
Visual Studio Code (commonly known as VS Code), is an integrated development environment(IDE) used by many developers and programmers worldwide. It first came into existence in 2015, introduced by Microsoft. In the recent survey conducted by Stack Overflow, VS Code…