Back to Foundations of Data Structures and Algorithms

Foundations of Data Structures and Algorithms

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 with the basics of programming in python. We will learn about various data structures including arrays, hash-tables, heaps, trees and graphs along with algorithms including sorting, searching, traversal and shortest path algorithms. This specialization can be taken for academic credit as part of CU Boulder’s MS in Data Science or MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Data Science: https://www.coursera.org/degrees/master-of-science-data-science-boulder MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

Status: Data Science
Status: Operations Research
AdvancedSpecialization

Top reviews across Foundations of Data Structures and Algorithms

QN

Reviewed Aug 29, 2022

Week 4 about Hashtable is a little difficult to understand! I need more exercise and programming for week 4.

PA

Reviewed Aug 20, 2024

The CLRS version for University of Colorado students to access online has some Chapter number changes leading to confusion about what chapter to read in weeks 3 and 4 of this course.

RW

Reviewed Apr 5, 2024

Amazing opportunity to learn! A Stanford graduate as a professor, OMG! Super bright!

VO

Reviewed Jan 2, 2025

Very well explained, and I enjoyed the programming exercises that tied in very well with teh material covered in the lectures

RU

Reviewed Aug 27, 2023

Some typos are not acknowledged. The evaluations are disconnected from the lectures.

BC

Reviewed Dec 6, 2022

This course save me time on learning the dynamic programming. I really love the 4-steps to construct the dynamic programming. It gives me the guideline when designing DP solution.

T

Reviewed Jul 24, 2022

Very engaging and clear lessons and quizzes. There're only some typos but they don't hinder the learning process

MH

Reviewed Jan 1, 2023

Excellent content. Lectures along with textbook provide student with working knowledge of trees and graphs.

LL

Reviewed Jul 9, 2023

Clear and helpful instructions but the last assignment is so hard.

C

Reviewed Dec 31, 2024

The math is pretty hard to follow and the assignments can be confusing (at first), but the content is worth not giving up (especially week 4 IMO).

QN

Reviewed Sep 28, 2022

T​his course is easy to understand and implement. It needs more programming exercises further!

SD

Reviewed Oct 17, 2024

Instructor's material was really good and was very effective in communicating the complex topics

Learner reviews across Foundations of Data Structures and Algorithms

Showing: 20 of 137

Daniel
Course: Algorithms for Searching, Sorting, and Indexing
1.0
Reviewed May 27, 2021Course: Algorithms for Searching, Sorting, and Indexing
Joseph
Course: Algorithms for Searching, Sorting, and Indexing
2.0
Reviewed Jun 12, 2023Course: Algorithms for Searching, Sorting, and Indexing
J.
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed May 6, 2022Course: Algorithms for Searching, Sorting, and Indexing
Parisa
Course: Algorithms for Searching, Sorting, and Indexing
2.0
Reviewed Dec 20, 2022Course: Algorithms for Searching, Sorting, and Indexing
Willian
Course: Algorithms for Searching, Sorting, and Indexing
1.0
Reviewed Feb 12, 2022Course: Algorithms for Searching, Sorting, and Indexing
Patrick
Course: Algorithms for Searching, Sorting, and Indexing
3.0
Reviewed Jul 18, 2023Course: Algorithms for Searching, Sorting, and Indexing
Anthony
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Oct 18, 2023Course: Algorithms for Searching, Sorting, and Indexing
Ryan
Course: Algorithms for Searching, Sorting, and Indexing
4.0
Reviewed Jun 10, 2023Course: Algorithms for Searching, Sorting, and Indexing
Hamzah
Course: Algorithms for Searching, Sorting, and Indexing
3.0
Reviewed Jun 13, 2022Course: Algorithms for Searching, Sorting, and Indexing
Lukas
Course: Algorithms for Searching, Sorting, and Indexing
2.0
Reviewed Mar 26, 2022Course: Algorithms for Searching, Sorting, and Indexing
Xoab
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Oct 27, 2021Course: Algorithms for Searching, Sorting, and Indexing
Spyros
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Aug 11, 2021Course: Algorithms for Searching, Sorting, and Indexing
John
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Nov 5, 2024Course: Algorithms for Searching, Sorting, and Indexing
S
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Oct 3, 2021Course: Algorithms for Searching, Sorting, and Indexing
Esmat
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Oct 3, 2023Course: Algorithms for Searching, Sorting, and Indexing
zachary
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Jun 22, 2021Course: Algorithms for Searching, Sorting, and Indexing
José
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Sep 17, 2023Course: Algorithms for Searching, Sorting, and Indexing
Zijian
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Dec 23, 2022Course: Algorithms for Searching, Sorting, and Indexing
Uttam
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Jun 17, 2022Course: Algorithms for Searching, Sorting, and Indexing
Free
Course: Algorithms for Searching, Sorting, and Indexing
5.0
Reviewed Mar 30, 2022Course: Algorithms for Searching, Sorting, and Indexing