Transcription factors are proteins that play a crucial role in gene expression, which is the process by which genes are turned on or off in cells. These proteins bind to specific DNA sequences in the promoter region of a gene and regulate the transcription of that gene into RNA, which is then used to make …
Ensemble models in machine learning combine the output of multiple models to build a better performing model as compared to the individual models. The individual models whose output are used for the process of ensemble modeling are called baseline models or base estimators. The objective behind this approach of ensemble learning is to alleviate the …
Overview Birds are an incredibly diverse group of animals found all over the Earth. With over 10,000 known species, they come in all shapes, sizes, and colours, and they play a vital role in maintaining the delicate balance of ecosystems around the world. One of the most important roles that birds play is that of …
Recognising Songs of Endangered Bird Species from Kerala using Deep Learning Techniques Read More »
UniProt is a powerful online database that contains information on millions of proteins found in living organisms. It is an essential tool for researchers, students, and anyone interested in the study of life sciences. In this article, we will explain what UniProt is, how it works, and its significance in the world of biological research. …
In bioinformatics, the BED file format is a commonly used file format for storing genomic data. BED stands for “Browser Extensible Data,” and it is used to represent annotation and other data for a genome region. In this blog post, we will explore the BED file format and its applications in bioinformatics. What is a …
Decision tree is a non-parametric supervised machine learning algorithm which makes use of a tree like structure to make decisions. Decision tree algorithms can be used for both classification and regression though it is mostly meant for classification tasks. Decision trees consist of three types of nodes such as root node, leaf nodes and decision …
As a bioinformatician, you will be working with large amounts of biological and molecular data, which means that you need to have a solid understanding of the fundamental concepts in these fields. Molecular biology is a fascinating and complex field of study that deals with the study of the biological processes at the molecular level. …
Essential Molecular Biology for Bioinformaticians Read More »
DNA sequencing is a way to read the genetic code that makes up all living things. It is like reading a recipe book for life, except that the “ingredients” are different molecules that make up the DNA. The state-of-the-art DNA sequencing technologies use advanced machines and computer programs to rapidly read and analyze large amounts …
This is another addition to the series of machine learning (ML) interview questions and answers that have been published on this website. What are Sigmoid function and softmax functions? Explain the difference Sigmoid and softmax functions are functions used for the classification tasks in machine learning and deep learning. Both Sigmoid function and softmax function …
Emotional intelligence can be understood as an ability to know our own emotions and being able to handle it in the best ways. Studies revealed intelligent quotients contribute 20 % of success in our life whereas 80% comes from our emotional intelligence. Emotional intelligence helps people to stay calm and hopeful when a difficult situation …