Foundations of Data Structures and Algorithms

University of Colorado Boulder via Coursera Specialization

Coursera Specialization based on 468 ratings

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Overview

Building fast and highly performant data science applications requires an intimate knowledge of how data can be organized in a computer and how to efficiently perform operations such as sorting, searching, and indexing. This course will teach the fundamentals of data structures and algorithms with a focus on data science applications. This specialization is targeted towards learners who are broadly interested in programming applications that process large amounts of data (expertise in data science is not required), and are familiar...

Syllabus

Course 1: Algorithms for Searching, Sorting, and Indexing- Offered by University of Colorado Boulder. This course covers basics of algorithm design and analysis, as well as algorithms for sorting ... Enroll for free.Course 2: Trees and Graphs: Basics- Offered by University of Colorado Boulder. Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data ... Enroll for free.Course 3: Dynamic Programming, Greedy Algorithms- Offered by University of Colorado Boulder. This course covers basic algorithm design techniques such as divide and conquer, dynamic ... Enroll for free.