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 …
This is one among the series of frequently asked interview questions in machine learning. Concepts are demonstrated with schematics wherever necessary Differentiate between local optimization and global optimization Optimization is a process of assigning a set of inputs to an objective function that can extract the best possible output from the objective function. Local optimization …
This article describes a set of free PDF splitting and merging tools which is available offline. During our job or studies, we often process PDF files and images. These tasks include PDF merging, splitting, page removal, file size reduction, image cropping, etc. When you send an application out you might need your passport size photogram …
It is often required for aspiring data scientists to do portfolio projects either to show their skills or just simply for the pure joy of doing it. In either cases, the complexity of the project can be often a small one to medium one. To truly convince the recruiters, it is often required to do …
The culture and growth of scientific research in various domains are interesting to observe. For many decades traditional scientific research has been accessible or done in academia or research institutes. Each decade or century witnessed various sciences rising to the limelight. Once it was physical sciences, then it was biological science, the age of computers, …
The Center for Brains, Minds and Machines (CBMM) is a premier institute and NSF Science and Technology Center dedicated to the study of intelligence. The website and Youtube channel of the institute contains a good number of tutorials and educational materials that help anyone interested in topics related to neuroscience, machine intelligence, etc. One of …
RL Tutorial from Center for Brains Minds and Machines Read More »
Every day, computational fields like machine learning, artificial intelligence, neuroscience, cryptography, etc. are making great progress. Anyone pursuing a career in all such fields might be looking for a solid foundation. If we dig deeper, we often trace back to the Queen of Science- Mathematics. How to learn mathematics for machine learning To learn mathematics …
This article list out some of the foundational mathematics courses freely available on YouTube. A strong foundation flags off a voyage to knowledge and success. Anyone wish to have a great problem solving skill in science, technology or engineering will have to aquire the fundamental nuggets of mathematical ideas. This is because almost any problem …
A few years ago, this post (Confession as AI Researcher) on machine learning Reddit community got a lot of attention. It was asking for machine learning research advice. A lot of suggestions/advice have been made by the community. I am summarizing all the points made by different community members along with my thoughts. Hope this …
This is a curated list of resources, blogs, YouTube channels/playlists, and special interest groups which discuss machine learning papers. These machine learning reading groups are an excellent opportunity for anyone working in machine learning to improve their knowledge and skillset and also to network remotely. For any machine learning or data science aspirant or even …