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ADVANCED DATA STRUCTURES & ALGORITHMS IN PYTHON

Offered By: Foothill College via California Community Colleges System

Tags

Data Structures Courses Python Courses Algorithms Courses Software Engineering Courses Algorithm Analysis Courses Inheritance Courses Abstract Data Types Courses

Course Description

Overview

A systematic treatment of advanced data structures, algorithm analysis, and abstract data types in the Python programming language, intended for computer science majors as well as non-majors and professionals seeking advanced Python experience. Coding topics include large program software engineering design, multi-dimensional arrays, string processing, primitives, compound types, and allocation of instance and static data. Data structure concept topics include dynamic memory, inheritance, polymorphism, hierarchies, recursion, linked-lists, stacks, queues, trees, hash tables, and graphs. Algorithm concept topics include searching, big-O time complexity, analysis of all major sorting techniques, top down splaying, AVL tree balancing, shortest path algorithms, minimum spanning trees, and maximum flow graphs.

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