Network Analysis Courses and Certifications

International Centre for Theoretical Sciences

Geometry and Complex Networks - A Powerful Partnership

Explore the intersection of geometry and complex networks, uncovering powerful applications in network science, data analysis, and modeling real-world systems.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Fields Institute

Network Science Is Not Scale Invariant

Explore the concept of scale dependence in network science, challenging common assumptions and examining its implications for complex systems analysis.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Fields Institute

Bicliques and Systemic Risk in Global Banks Bipartite Networks

Explore systemic risk in global banking networks through biclique analysis, uncovering interconnections and potential vulnerabilities in the financial system.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Fields Institute

Modelling Non-Stationarity and Shock Resilience in Financial Temporal Networks

Explore non-stationarity and shock resilience in financial temporal networks, examining modeling techniques and implications for market dynamics and risk management.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

PyCon US

Building an Interactive Network Graph to Understand Communities

Explore graph theory and Python libraries to build an interactive dashboard for analyzing community formation in organizations, going beyond traditional org charts.

• YouTube
• 2 hours 59 minutes
• On-Demand
• Free Video

Alan Turing Institute

Statistical Analysis of Networks - Professor Gesine Reinert, University of Oxford

Explore network analysis techniques, from basic summaries to advanced models, for interpreting complex data structures and making statistical inferences.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Alan Turing Institute

Statistical Inference for Networks - Professor Gesine Reinert, University of Oxford

Explore network analysis, from basic concepts to advanced statistical methods, covering degree distributions, clustering coefficients, and mathematical models for understanding complex interconnected systems.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Traceroute and Scapy - Network Analysis Tools

Explore network diagnostics and packet manipulation using Traceroute and Scapy tools, enhancing your understanding of network protocols and security testing techniques.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Economic and Financial Networks: Models and Analysis - Class 4

Explore economic and financial network models and analysis techniques in this advanced lecture, part of a series on nonlinear systems in socio-economic complexity.

• YouTube
• 50 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Economic and Financial Networks: Models and Analysis - Class 3

Explore economic and financial network models and analysis techniques in this advanced lecture, part of a series on nonlinear systems in socio-economic complexity.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Fields Institute

Uncertainty of Clustering in Networked Markets

Explore the complexities of clustering in networked markets, focusing on uncertainty factors and their implications for market analysis and decision-making.

• YouTube
• 23 minutes
• On-Demand
• Free Video

VinAI

Network Regression and Its Inference

Explore network regression and inference techniques for analyzing complex network data, focusing on estimating regression coefficients with network effects and addressing observational errors.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

Introduction to Statistical Network Analysis - Lecture 2

Introdução à Análise Estatística de Redes: minicurso focado em métodos estatísticos para análise de redes, ministrado por Keith Levin da Universidade de Wisconsin, como parte de um workshop sobre aleatoriedade e aprendizagem em redes.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

The Largest Common Subtree of Uniform Attachment Trees

Exploração de árvores de anexação uniforme e seus maiores subárvores comuns em workshop sobre aleatoriedade e aprendizagem em redes, com palestras de especialistas e minicursos em probabilidade discreta e estatística.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

Introduction to Statistical Network Analysis - Lecture 3

Introdução à Análise Estatística de Redes: Minicurso com Keith Levin abordando conceitos fundamentais, métodos e aplicações para análise de estruturas de rede complexas.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video