NetworkX Courses and Certifications

PyCon US

NetworkX is Fast Now - Graph Analytics Unleashed

Discover NetworkX's power for graph analytics, from beginner-friendly API to accelerated backends. Learn to extract insights from data using advanced tools for scalable graph analysis.

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

DigitalSreeni

Building an AI Powered Video Recommender - Knowledge Graphs, NLP, NetworkX Tutorial

Master building an AI-powered video recommendation system using knowledge graphs, NLP, and NetworkX. Learn to extract concepts with spaCy, generate embeddings with SentenceTransformer, and visualize learning paths.

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

DigitalSreeni

Defining Knowledge Graphs with NetworkX and RDF in Python

Explore knowledge graph creation in Python using NetworkX and RDF libraries, from fundamental concepts to practical implementation in Google Colab, with code examples for defining, manipulating, and querying graph data.

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

ArangoDB

Introducing the ArangoDB-NetworkX Adapter - Part 2.9

Master the seamless conversion between ArangoDB and NetworkX graphs using the NetworkX adapter, enabling efficient graph manipulation and analysis while leveraging the strengths of both platforms.

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

Nvidia

Accelerated Graph Analytics with NetworkX on NVIDIA GPUs

Master graph analysis acceleration using RAPIDS and NetworkX on NVIDIA GPUs, achieving 72x faster performance with hands-on demonstrations of Betweenness Centrality and PageRank algorithms on real-world datasets.

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

PyCon US

NetworkX is Fast Now - Graph Analytics Unleashed

Discover NetworkX's power for graph analytics, from beginner-friendly API to accelerated backends. Learn to extract insights from data using advanced tools for scalable graph analysis.

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

DigitalSreeni

Knowledge Graphs in Python Using NetworkX Library

Explore knowledge graph creation and analysis with NetworkX in Python, from basic graph building to advanced techniques like centrality calculation, community detection, and path analysis.

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

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

Introduction to Social Media Analytics

Explore social media analytics through graph theory, network analysis, and machine learning. Master centrality measures, community detection, and diffusion models using NetworkX for real-world applications.

• Coursera
• 1 day 11 hours 38 minutes
• Self-Paced
• Paid Course

Python Tutorials for Digital Humanities

Python for Social Networks

Explore NetworkX and Matplotlib to build and analyze social networks, working with various data formats and creating dynamic visualizations with PyVis.

• YouTube
• 2 hours 29 minutes
• Self-Paced
• Free Video

EuroPython Conference

What Network Analysis Tells Us About Trades, Hierarchies, and the World

Explore network analysis through real-world examples like trade networks and corporate hierarchies using Python tools NetworKit and NetworkX to uncover hidden insights.

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

EuroPython Conference

NetworkX Visualization Powered by Bokeh

Interactive network visualization using NetworkX and Bokeh in Jupyter Notebooks. Learn to create, manipulate, and update network structures with Python, enhancing data exploration and analysis of social networks.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Optimization Using Flow Networks in NetworkX

Explore NetworkX for optimization using flow networks, covering library basics, network flow concepts, and solving the project selection problem with practical examples.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Nvidia

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.

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

Network Modeling and Analysis in Python

Explore network analysis using Python's NetworkX to understand complex systems, disease spread, and social media information flow through advanced algorithms and real-world applications.

• Coursera
• 1 day 5 hours 48 minutes
• Self-Paced
• Paid Course

Packt

Modern Graph Theory Algorithms with Python

Unlock graph theory's power to analyze complex data at scale using Python algorithms for network science, machine learning, and real-world problem-solving applications.

• Coursera
• 14 hours 22 minutes
• Self-Paced
• Paid Course