University of Colorado Boulder - Data Science Foundations: Data Structures and Algorithms Specialization
- Offered byCoursera
- Public/Government Institute
Data Science Foundations: Data Structures and Algorithms Specialization at Coursera Overview
Data Science Foundations: Data Structures and Algorithms Specialization
at Coursera
Duration | 3 months |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science Foundations: Data Structures and Algorithms Specialization
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Data Science Foundations: Data Structures and Algorithms Specialization at Coursera Highlights
Data Science Foundations: Data Structures and Algorithms Specialization
at Coursera
- Earn a certificate upon completion
from Coursera - The courses in this specialization can be taken for academic credit as part of CU Boulder's Master of Science in Data Science (MS-DS) degree offered on the Coursera
Data Science Foundations: Data Structures and Algorithms Specialization at Coursera Course details
Data Science Foundations: Data Structures and Algorithms Specialization
at Coursera
Skills you will learn
More about this course
- 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 , and are familiar with the basics of programming in python
- Students 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
- The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder's departments of Applied Mathematics, Computer Science, Information Science, and others
Data Science Foundations: Data Structures and Algorithms Specialization at Coursera Curriculum
Data Science Foundations: Data Structures and Algorithms Specialization
at Coursera
Algorithms for Searching, Sorting, and Indexing
Trees and Graphs: Basics
Dynamic Programming, Greedy Algorithms
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Data Science Foundations: Data Structures and Algorithms Specialization
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