Dynamic Programming: Applications In Machine Learning and Genomics
About this Course
If you look at two genes that serve the same purpose in two different species, how can you rigorously compare these genes in order to see how they have evolved away from each other? In the first part of the course, part of the Algorithms and Data Structures MicroMasters program, we will see how the dynamic programming paradigm can be used to solve a variety of different questions related to pairwise and multiple string comparison in order to discover evolutionary histories. In the second part of the course, we will see how a powerful machine learning approach, using a Hidden Markov Model, can dig deeper and find relationships between less obviously related sequences, such as areas of the rapidly mutating HIV genome.Created by: The University of California, San Diego
Level: Intermediate
Related Online Courses
En la actualidad el acceso a las bases de datos, a las redes de computadoras y la información en la nube es esencial para desempeñar gran parte de nuestras actividades cotidianas. En este s... more
"Introduction to DevSecOps for Managers" is being offered at an inflection point in society. It has never been more fundamental in understanding how to not only rapidly deliver software that... more
This course is designed for accountancy, finance and business professionals working in all organisations from small business, large corporates or financial services or who are just interested in... more
GraphQL is revolutionizing the way developers are building websites… but what exactly does that mean? GraphQL is an open source query language and a runtime to fulfill those queries with your e... more
Information Security is everywhere: as the world becomes more and more digitized, so it becomes more and more hackable. Cyber attacks, data breaches, and even cyber warfare are all very real - so... more
Powered by
