Network Analysis Courses and Certifications

Instituto de Matemática Pura e Aplicada

Introduction to Statistical Network Analysis - Lecture 3

Explore statistical network analysis techniques with Keith Levin. Gain insights into advanced methods for analyzing complex network structures and their applications in various fields.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Temporal Network Embedding Using Classical Multidimensional Scaling

Explore temporal network embedding techniques using classical multidimensional scaling for advanced data analysis and visualization.

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

Data Science Conference

Complex Networks and Data Science: Analyzing Large-Scale Socio-Economic Systems

Discover how complex network theory and data science combine to analyze large-scale socio-economic systems, exploring interaction patterns and structural dynamics in real-world complex systems.

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

Data Science Conference

Networks, Cocaine, and Fruit Flies: Studying Addiction Through Social Behavior Analysis

Explore groundbreaking research on cocaine addiction through fruit fly behavior analysis, revealing crucial insights into neurological patterns and social interactions via network-based measurements.

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

Data Science Conference

Complex Networks Sparsification - Methods and Tools

Discover essential network sparsification techniques for identifying meaningful connections in complex networks, from social platforms to word networks, while effectively managing noise and non-essential edges.

• YouTube
• 1 hour 6 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

media.ccc.de

Internet Scans and Passive Measurements: Analyzing Russian Attacks and Their Impact in Ukraine

Explore techniques for analyzing Russian cyber attacks on Ukraine using Internet scans and passive measurements. Learn to detect power outages, assess infrastructure resilience, and identify DDoS patterns.

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

BIMSA

Graphon Cross-Validation: Assessing Models on Network Data

Explore graphon cross-validation techniques for network data analysis, enhancing model accuracy and generalizability through innovative validation methods and theoretical insights.

• YouTube
• 1 hour 3 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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

How Efficient is Air Transport? A Network Perspective

Explore air transport efficiency through a network analysis, examining global aviation systems and their impact on travel dynamics and connectivity.

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

Data Science Conference

A New Wave of Network Science - From Fantasy to Applications

Explore innovative applications of network science algorithms, from analyzing Game of Thrones characters to transforming urban landscapes and creating data-driven art through real-world case studies.

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

Centre for Networked Intelligence, IISc

A Computational Theory of Graphical Dynamical Systems with Applications to Socio-Technical Networks

Explore the computational theory of Graphical Dynamical Systems and their practical applications in modeling complex socio-technical networks and distributed systems.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Community Based Dismantling Strategies in Real-World Complex Networks

Explore advanced strategies for network dismantling through community-based approaches, focusing on practical applications in complex real-world network systems.

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