Network Analysis Courses and Certifications

Computational Gene Expression Analysis with Python

299 ratings at Udemy

Essential skills for bioinformatics.

• Udemy
• 1 hour 23 minutes
• Self-Paced
• Free Online Course

VMware vRealize Network Insight Fundamentals

283 ratings at Udemy

Learn how to understand your application dependencies quickly! Microsegmentation planning with vRNI!

• Udemy
• 3 hours 11 minutes
• Self-Paced
• Paid Course

Mining Online Data Across Social Networks

Explore techniques for mining online data to capture temporal patterns, model influence, and infer hidden networks of information flow across social media and news platforms.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Online Course

Project Schedule Management (Critical Path Method)

229 ratings at Udemy

Learn how to build a schedule network diagram, for effective time management

• Udemy
• 3 hours 43 minutes
• Self-Paced
• Paid Course

The Brain in the Social World - Integrating Approaches from Social Neuroscience and Social Network Analysis

Explore how the human brain tracks and shapes social networks through integrated social neuroscience and network analysis research findings.

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

American Society for Microbiology

Using Whole Genome Sequencing and Social Network Analysis to Track Disease

Innovative approach combining DNA sequencing and social network analysis solves mysterious tuberculosis outbreak, revolutionizing public health investigations and disease tracking.

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

BSidesLV

Network Forensic Analysis in an Encrypted World

Explore network forensics in encrypted environments, focusing on metadata analysis, hunting techniques, and leveraging encryption for defense. Learn to adapt and thrive in modern cybersecurity landscapes.

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

USENIX

Formal Methods for Network Performance Analysis

Explores using formal methods for network performance analysis, offering a more exhaustive approach than simulation. Demonstrates effectiveness in analyzing packet scheduling algorithms and generating problematic workloads.

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

USENIX

Re-architecting Traffic Analysis with Neural Network Interface Cards

Innovative approach to enhance network traffic analysis using binary neural networks on SmartNICs, offering improved scalability, lower latency, and higher throughput compared to traditional software-based systems.

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

IEEE

Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification

Explores deep learning models for malware classification, analyzing learned features from byte-level to end-to-end, connecting activations to binary semantics, and examining impacts of training data and regularization.

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

USENIX

Differential Network Analysis

Introduces Differential Network Analysis, a novel approach for efficiently analyzing network changes and their impact on end-to-end forwarding behavior, offering faster results than traditional control plane verifiers.

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

0xdade

Social Network Analysis - A Scary Primer

Explore unconventional data fusion techniques to analyze social networks, revealing insights from digital footprints and real-world sensors. Learn about graph theory and its applications in personal data analysis.

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

USENIX

Brain-on-Switch: Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis

Innovative approach to enable neural network-driven traffic analysis at line-speed in programmable networks, overcoming limitations of tree-based models and enhancing intelligent network data plane capabilities.

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

Applied Algebraic Topology Network

Time Series and Biological Network Analysis via Directed Graphs

Explore robust techniques for analyzing biological time series data using directed acyclic graphs, focusing on extremal events and applications in genomic research and network analysis.

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

USENIX

Synthesis and Evaluation of a Network Threat Analysis Process for Tier 1 SOC Investigations

Evaluation of a structured 4-stage threat analysis process for SOC tier-1 analysts, showing improved accuracy and discussing implications for security operations.

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