Skip to content

Category Archives: Machine Learning

KNN is one of the most widely used classification algorithms that is used in machine learning. To know more about the KNN algorithm read here… Read More
As we all know that better encoding leads to a better model and most of the algorithms cannot handle the categorical variables unless they are… Read More
Training a neural network/deep learning model usually takes a lot of time, particularly if the hardware capacity of the system doesn’t match up to the… Read More
The two most confusing terms in Machine Learning are Model Parameters and Hyperparameters. In this post, we will try to understand what these terms mean… Read More
Clustering in R is an unsupervised learning technique in which the data set is partitioned into several groups called as clusters based on their similarity.… Read More
Human activity recognition using smartphone sensors like accelerometer is one of the hectic topics of research. HAR is one of the time series classification problem.… Read More
BERT stands for Bidirectional Representation for Transformers. It was proposed by researchers at Google Research in 2018. Although the main aim of that was to… Read More
This article talks about the problems of conventional RNNs, namely, the vanishing and exploding gradients and provides a convenient solution to these problems in the… Read More
Deep Learning is a technology of which mimics a human brain in the sense that it consists of multiple neurons with multiple layers like a… Read More
Z score is an important concept in statistics. Z score is also called standard score. This score helps to understand if a data value is… Read More
Attrition is a problem that impacts all businesses, irrespective of geography, industry and size of the company. It is a major problem to an organization,… Read More
When starting to learn Machine Learning, one of the biggest issues people face is deploying whatever they make to the web for easier demonstration/use. This… Read More
Selenium’s Python Module is built to perform automated testing with Python. ActionChains are a way to automate low-level interactions such as mouse movements, mouse button… Read More
Whenever, working on a research project, training a neural network takes a long amount of time. So we initiate the training process and leave the… Read More
YOLO v2 and YOLO 9000 was proposed by J. Redmon and A. Farhadi in 2016 in the paper titled YOLO 9000: Better, Faster, Stronger. At… Read More