UCSanDiegoX: String Processing and Pattern Matching Algorithms
|
Learn about pattern matching and string processing algorithms and how they apply to interesting applications.
About this course
The world and internet are full of textual information. We search for information using textual queries and read websites, books and e-mails.
These are all strings from a computer science point of view. To make sense of all this information and make search efficient, search engines use many string algorithms. Moreover, the emerging field of personalized medicine uses many search algorithms to find disease-causing mutations in the human genome.
In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn about:
suffix trees;
suffix arrays;
how other brilliant algorithmic ideas help doctors to find differences between genomes;
power lightning-fast Internet searches.
At a Glance:
Institution: UCSanDiegoX
Subject: Computer Science
Level: Intermediate
Prerequisites:
Basic knowledge of at least one programming language. Successful completion of theAlgorithmic Designs and TechniquesandData Structures Fundamentalscourses.
Language: English
Video Transcript: English
Associated programs:
MicroMasters® Program in Algorithms and Data Structures
Associated skills:Personalized Medicine, Pattern Matching, Algorithms, Computer Science, Search Algorithms, Data Structures
What You’ll Learn:
About this course
The world and internet are full of textual information. We search for information using textual queries and read websites, books and e-mails.
These are all strings from a computer science point of view. To make sense of all this information and make search efficient, search engines use many string algorithms. Moreover, the emerging field of personalized medicine uses many search algorithms to find disease-causing mutations in the human genome.
In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn about:
suffix trees;
suffix arrays;
how other brilliant algorithmic ideas help doctors to find differences between genomes;
power lightning-fast Internet searches.
User Reviews
Be the first to review “UCSanDiegoX: String Processing and Pattern Matching Algorithms”
Related Products
ArmEducationX: Machine Learning at the Edge on Arm: A Practical Introduction
This course will provide you with the hands-on experience you’ll need to create innovative machine learning applications using ubiquitous Arm-based microcontrollers.
GTx: Computing in Python IV: Objects & Algorithms
Learn about recursion, search and sort algorithms, and object-oriented programming in Python.
UCSanDiegoX: Machine Learning Fundamentals
Understand machine learning's role in data-driven modeling, prediction, and decision-making.
MITx: Understanding the World Through Data –
Become a data explorer – learn how to leverage data and basic machine learning algorithms to understand the world.
GTx: Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues
Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Understand their operations and performance with visualizations. Implement low-level linear, linked data structures with recursive methods, and explore their edge cases. Extend these structures to the Abstract Data Types, Stacks, Queues and Deques.
There are no reviews yet.