Defining neural network architecture is a key step in deep learning. A lot of decisions have to be made regarding the architecture, number of nodes, activations function, regularization etc. One of the the important aspect is combining multiple inputs parallely and passing it to the next layer. This is done using the Functional API of …
A lot of useful applications of machine learning use deep learning as the backbone technology. Deep learning is the key reason behind the second wave of AI we see these days. A deep learning engineer solving various problems might be using various deep learning libraries on a day to day basis. Tensorflow and Keras are …
Hello World, In this article let us take a look at the process of matrix multiplication from a different perspective. Often matrix multiplication is taught or learned as a boring process of certain rules. This spoils the fun of doing it. So why don’t we look for better way to think about it by having …
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 …
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 …
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. …
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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 …
Introduction The FASTA file format is a widely used text-based file format for storing biological sequence information, such as DNA and protein sequences. It was developed in the early 1980s by William Pearson and David Lipman, and it has since become the de facto standard for sequence data storage and exchange. In this article, we …
There are many free bioinformatics databases available, which offer a wealth of biological data and information. Some of the popular ones are discussed below. NCBI National Center for Biotechnology Information (NCBI) provides access to various biological databases, such as GenBank, PubMed, Protein, and Nucleotide. The National Center for Biotechnology Information (NCBI) is a public database …