Getting Started with Community Detection in Graphs and Networks
Introduction The word “community” has entered mainstream conversations around the world this year thanks in no large part to the ongoing coronavirus pandemic. Given …
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Graphs & Networks
Using Graphs to Identify Social Media Influencers
Overview Learn how to use graphs to identify social media influencers We will demonstrate several techniques to identify these social media influencers and lay …
Who is the Best IPL Batsman to Bat with? Finding the Answer with Network Analysis
Introduction Did you know that the Indian cricket team relies heavily on data analytics to decide their strategy for an upcoming match? Batsmen are …
A Guide to Link Prediction – How to Predict your Future Connections on Facebook
Overview An introduction to link prediction, how it works, and where you can use it in the real-world Learn about the importance of Link …
Learn How to Perform Feature Extraction from Graphs using DeepWalk
Overview Extracting features from tabular or image data is a well-known concept – but what about graph data? Learn how to extract features from …
6 Exciting Open Source Data Science Projects you Should Start Working on Today
Overview Here are six open-source data science projects to enhance your skillset These projects cover a diverse set of domains, from computer vision to …
Knowledge Graph – A Powerful Data Science Technique to Mine Information from Text (with Python code)
Overview Knowledge graphs are one of the most fascinating concepts in data science Learn how to build a knowledge graph to mine information from …
Let’s Think in Graphs: Introduction to Graph Theory and its Applications using Python
Graph theory has been around for decades. This article looks at it’s fascinating history and delves deeper into the wonderful world of graphs.
An Introduction to Graph Theory and Network Analysis (with Python codes)
Introduction “A picture speaks a thousand words” is one of the most commonly used phrases. But a graph speaks so much more than that. …
A Beginner’s Guide to Channel Attribution Modeling in Marketing (using Markov Chains, with a case study in R)
Introduction In a typical ‘from think to buy’ customer journey, a customer goes through multiple touch points before zeroing in on the final product …
