Solving the Traveling Salesperson Problem in Python
INTERACTIVE COURSE

Solving the Traveling Salesperson Problem in Python

Intermediate

45 Lessons

8h

Certificate of Completion

AI Explanations
AI Explanations
Solving the Traveling Salesperson Problem in Python
151 Playgrounds
11 Challenges
45 Illustrations

Takeaway Skills

An understanding of geospatial data manipulation, plotting, and their application to optimizing routes

Working knowledge of distance calculation techniques, their role in solving the traveling salesperson problem (TSP), and alternate methods to solve TSP

Hands-on experience clustering sales data and finding patterns

Ability to create interactive dashboards showcasing optimal routes and data mining insights

Course Overview

Solving complex computational problems is a resource-demanding task. The traveling salesperson problem (TSP) is one such problem, which is an NP-hard problem. In the era of data science, data-centric approaches have evolved to be a good choice to approximate the solutions. In this course, you’ll dive into the fascinating realm of geospatial data manipulation, distance calculation, clustering, network graphs, and Docker containerization, all tied together to optimize the challenging TSP. You’ll first grasp...Show More

Course Content

COURSE AUTHOR

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