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Network Analysis with R

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Total Duration
16 Hours

Networks appear in lots of places in today's world. From social media to organizational charts to transportation, they can be visualized and analyzed using R. This track shows you how.

Courses in this Learning Path
1
Network Analysis in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Network Analysis in R

This course will show you how to work with network data. You will use the jgraph package to create networks with edgelists or adjacency maters. Learn how to plot networks and their attributes. Next, you'll learn how to identify important vertices using measures like betweenness and degree. Next, you will learn about network structures such as cliques or triangles. Next, you'll learn how to …

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2
Predictive Analytics using Networked Data in R
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Predictive Analytics using Networked Data in R

This course will show you how to use networked information to perform advanced predictive analysis. We will be discussing how to use the network's structure and information in a predictive way. We also introduce featurization which allows network features and other features to be added. This improves the performance of any analytic model. This course will show you how to use igraph to label and …

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3
Network Analysis in the Tidyverse
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Network Analysis in the Tidyverse

If you are interested in learning more about information networks, social network, and the neural networks within our brains, network science is essential. This project will demonstrate network analysis using different R packages, such as dplyr, ggplot2, visNetwork and igraph. Your role as Interpol Analyst is to investigate the terrorist network behind the Madrid train bombing in 2004. You will …

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4
Case Studies: Network Analysis in R in DataCamp
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Case Studies: Network Analysis in R in DataCamp

Now that you have a basic understanding of network analysis, it's time to learn how these concepts can be applied to real-world data sets. Each case study will build on your previous work. These case studies will show you how to deal with the data you'll encounter in both academic and industrial settings. We'll discuss the problems you might encounter in computing and visualization, and how we …

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