Advanced Algorithmics and Graph Theory with Python

Institut Mines-Télécom via edX

Overview

Discover the pivotal world of algorithms and programming, crucial for engineering students, data scientists, analysts, and computer enthusiasts alike. The course "Advanced Algorithmics and Graph Theory with Python" offers an interactive approach to mastering these complex subjects. Far from being a mere theoretical study, this course challenges learners to outsmart pre-written algorithms by devising innovative solutions.

Learners will engage in a stimulating challenge to navigate through mazes more swiftly than their rivals while collecting objects, applying newly acquired knowledge each week to enhance their artificial intelligence strategies against opponents. This method ensures that abstract concepts are tackled through practical, real-world problems.

The curriculum delves into data structures, both basic and advanced algorithms for graph theory, complexity/accuracy trade-offs, and even touches on combinatorial game theory. Supported financially by the Patrick and Lina Drahi Foundation, this course is presented by Institut Mines-Télécom and available on edX, under the categories of Python Courses, Algorithms and Data Structures Courses, and Graph Theory Courses.