Specialization: Data Science Foundations: Data Structures and Algorithms Instructor: Sriram Sankaranarayanan, Assistant Professor Prior knowledge needed: Mathematical Background: We expect that the ...

Definition of a Data Structure & Algorithms. Data structures and algorithms are vital elements in many computing applications. When programmers design and build applications, they need to model ...

Design algorithms and analyze their complexity in terms of running time and space usage; Create applications that are supported by highly efficient algorithms and data structures for the task at hand; ...

Examines several design issues, including selection of data structures based on operations to be optimized, algorithm encapsulation using classes and templates, and how and when to use recursion.

Usually, we specify the complexity of an algorithm using the notation O(.), which indicate 'the order of'. For example, the complexity of sorting N numbers using the bubble sort method is O(N2) and ...

The design, implementation, and analysis of abstract data types, data structures and their algorithms. Topics include: data and procedural abstraction, amortized data structures, trees and search ...

Now we’ll use this algorithm to sort a singly linked list. Example #3: Insertion Sort for singly linked lists Insertion Sort orders a singly linked list of n data items into ascending or ...

1 Design, select and implement key data structures in C++. 2 Implement algorithms using these data structures to solve practical problem scenarios. 3 Analyze, compare and classify algorithms. 4 Using ...

The algorithm addresses something called the library sorting problem (more formally, the “list labeling” problem). The challenge is to devise a strategy for organizing books in some kind of sorted ...

A sorting algorithm is an algorithm that rearranges data in an orderly manner. It's used in every part of a typical app, from ranking search results to social media posts, and is run trillions of ...