Advanced Algorithmics and Graph Theory with Python

Advanced Algorithmics and Graph Theory with Python

Course
en
English
12 h
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  • From www.edx.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 6 Sequences
  • Intermediate Level

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Course details

Syllabus

Week 1:Fundamentals of Graph Theory, Problem Solving, Good Programming Practices
Week 2: Graph Traversal, Routing, Queuing Structures
Week 3:Shortest Paths, Min-Heaps, Algorithmic Complexity
Week 4:NP-Completeness, Traveling Salesman Problem, Backtracking
Week 5:Heuristics, Greedy Approaches, Accuracy/Complexity tradeoff
Week 6:Combinatorial Game Theory, Winning Strategies

Prerequisite

Some familiarity with Python 3 and basic mathematics.

Instructors

Vincent Gripon
Associate Professor
IMT Atlantique

Patrick Meyer
Professor
IMT Atlantique

Nicolas Farrugia
Associate Professor
IMT Atlantique

Carlos Eduardo Rosar Kos Lassance
Ph.D. Student
IMT Atlantique

Ghouti Boukli Hacene
Ph.D. Student
IMT Atlantique

Editor

The Institut Mines-Télécom is a major public player in higher education, research and innovation in the fields of engineering and management.

It is made up of 10 Mines and Télécom grandes écoles under the supervision of the Minister for Productive Recovery (Mines Albi, Mines Alès, Mines Douai, Mines Nantes, Mines ParisTech, Mines Saint-Etienne, Télécom Bretagne, Télécom École de Management, Télécom ParisTech, Télécom SudParis) and two subsidiary schools (Télécom Lille and Eurecom). It has a special relationship with two strategic partners, Mines Nancy, part of the University of Lorraine, and Armines.

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