Social Network Analysis Courses and Certifications

Network Analysis for Marketing Analytics

Analyze social and semantic networks for marketing: parse tweet JSON, extract mentions, build edge lists, and visualize network structures in Google Colab.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Model social media as networks: compute degree, betweenness and PageRank centralities, detect communities, simulate information diffusion, and build recommender and fake-news detection systems with NetworkX.

• Coursera
• 10 weeks, 5 hours a week
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Introduction to Social Media Analytics

Model social media as networks: compute degree, betweenness and PageRank centrality, detect communities with Louvain, simulate diffusion, and build recommenders and fake-news detectors using NetworkX.

• Coursera
• 12 weeks, 5 hours a week
• Self-Paced
• Paid Course

IIT Ropar;  NPTEL

Social Networks

The course revolves around the study of some well-known theories of social and information networks and their applications on real-world datasets.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding

Detect Twitter ideology using multi-task, multi-relational embedding.

• XuetangX
• Self-Paced
• Free Online Course

Career Certificate

Applied Data Science with Python

34393 ratings at Coursera

Apply statistics, machine learning, plotting, text mining, and social network analysis to your data in Python with pandas, matplotlib, scikit-learn, nltk, and networkx.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Richard McElreath

Statistical Rethinking 2023 - Social Networks

Learn generative and statistical models for social networks, including associations, wealth effects, triangles, and block models.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking - Social Networks

Explore Bayesian approaches to analyzing social networks, including reciprocal ties, generalized giving, posterior networks, dyads, triangles, and blocks.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Anomaly Detection in Static Networks - Lecture 3

Explore anomaly detection techniques in static networks, understanding how to identify unusual patterns and outliers in network data.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Epidemic Models - SNA Chapter 7 Lecture 7

Explore epidemic models and their applications in social network analysis.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

파이썬의 응용 소셜 네트워크 분석

NetworkX를 활용해 연결성, 중심성, 네트워크 진화와 링크 예측을 분석하는 소셜 네트워크 분석 과정

• Coursera
• 4 weeks, 7 hours a week
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Graph Convolutional Network and GraphSAGE - Lecture 10

Explore graph convolutional networks and GraphSAGE, key techniques for analyzing and processing graph-structured data.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

SNA Conclusion

Explore the key findings and final insights of Social Network Analysis (SNA) in this concluding session.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Intro to Algorithms

6 ratings

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

Introduction to Network Analysis in Python

226 ratings at DataCamp

From online social networks such as Facebook and Twitter to transportation networks such as bike sharing systems, networks are everywhere—and knowing how to analyze them will open up a new world of possibilities for you as a data scientist.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available