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Introduction to Graph Theory and Complex Networks Analysis
Rating: 4.6 out of 5(149 ratings)
2,634 students

Introduction to Graph Theory and Complex Networks Analysis

Get to know the hidden structures of interconnected things and how to exploit them
Last updated 8/2020
English

What you'll learn

  • What is Graph Theory and some basic results
  • What are complex networks and how to describe and analyse them
  • An overview on how to manipulate and analyse these structure
  • Two real-life examples

Course content

3 sections11 lectures1h 44m total length
  • Introduction to Graph Theory12:30
  • One Structure many Types14:32
  • Basic Theoretical Results and Applications8:23

Requirements

  • Curiosity
  • Basic knowledge/understanding of mathematics
  • Basic knowledge/understanding of statistics

Description

With this comprehensive course, you will embark on a detailed journey to thoroughly understand exactly what graphs are from a foundational perspective. You will learn how to effectively utilize and apply these versatile mathematical structures as powerful frameworks to model, approach, and ultimately solve a wide variety of tangible, everyday real-life problems that exist in the world around us.

As you progress into the carefully structured second section of this course, your educational focus will shift towards a deeper exploration of exactly what complex networks genuinely are. You will be expertly guided through the intricate processes and analytical methodologies required to successfully extract valuable, actionable information and meaningful insights from within these dense and highly interconnected systems.

Finally, to ensure that you can confidently apply all of your newly acquired theoretical knowledge, the concluding portion of the curriculum will directly present you with two highly detailed, practical examples of applied network analysis in action. Furthermore, you will see and become familiarized with a carefully curated selection of specialized computational tools. These dedicated resources are specifically provided to help you actively engage with, fully appreciate, and truly enjoy the ongoing study of both fundamental graph theory and advanced complex networks analysis.

Who this course is for:

  • Anyone willing to know how things connected together form meaningful structures