User Behavior Analysis Courses and Certifications

Databricks

User Behavior Hashing for Audience Expansion - Deep Learning Approach

Explore deep learning-based hashing for sequential behavior data, utilizing Spark for large-scale preprocessing and distributed inference on Databricks with Pandas UDF.

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

Unity

Get Paid on Mobile

Explore Unity's tools for mobile monetization, including IAP and Ads. Learn strategies, best practices, and technical implementations to maximize revenue across different game categories.

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

OWASP Foundation

Breaking Fraud and Bot Detection Solutions

Demystifying browser fingerprinting and user behavior tracking in fraud detection, exploring vulnerabilities, and demonstrating proof-of-concept attacks against these defense mechanisms.

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

Black Hat

Finding Our Path - How We're Trying to Improve Active Directory Security

Explore strategies to enhance Active Directory security, focusing on enumeration, risk assessment, and mitigation techniques for networks of all sizes.

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

Black Hat

Secure Because Math - A Deep-Dive on Machine Learning-Based Monitoring

Explore machine learning techniques in information security, their strengths and limitations, and practical applications for incident detection and response. Learn to evaluate ML-based security solutions critically.

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

GOTO Conferences

Progressive Delivery - Patterns & Benefits of Decoupling Deploy from Release

Explore progressive delivery patterns for safer, gradual code releases. Learn about feature flags, lessons from pioneers, and steps to level up your continuous delivery practices.

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

RSA Conference

Building Identity for an Open Perimeter

Explore Netflix's cloud-first approach to identity and security, focusing on SSO, MFA, adaptive authentication, and user-centric solutions for a modern, open perimeter.

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

GDC

Using Lean Analytics to Make Better Games

Learn how to apply lean analytics in game development to understand users, make data-driven decisions, and improve game performance without slowing down production.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Conference Talk

Android Developers

Driving Buyer Behavior with IAP and Subscriptions - KPI Guide for Google Play Apps and Games

Explore key monetization metrics for Google Play apps, including buyer conversion, revenue per user, and subscriber engagement, to optimize in-app purchases and subscriptions.

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

ACCU Conference

How Code Fails in the Real World

Explore real-world software failures, crash reporting strategies, and lessons learned from a large desktop application. Gain insights on improving code quality and user experience.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Conference Talk

Dynatrace

Monitoring Adobe Experience Manager Cloud Service with Dynatrace

Optimize content-led experiences with Dynatrace for Adobe Experience Manager Cloud Service. Gain insights, detect issues, and troubleshoot anomalies to accelerate time to value and meet business requirements.

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

Conf42

A Data-Driven Approach to Product Discovery

Explore data-driven product discovery techniques, with insights from Netflix and Spotify, to effectively implement this approach in your own projects.

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

Probabilistic Topic Models and User Behavior

Explore latent thematic structures in document collections and user behavior data. Learn how topic modeling algorithms can enhance predictions and understanding of collection organization.

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

Association for Computing Machinery (ACM)

Predicting Impending Exposure to Malicious Content from User Behavior

Explore proactive cybersecurity through user behavior analysis, enabling real-time prediction and prevention of malicious content exposure during browsing sessions.

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

Security BSides London

Credential Attack Recon Detection - How Tooling Fail and How to Reduce False Positives

Explore advanced techniques for detecting credential attacks, reducing false positives in UEBA and NID tools, and improving overall cybersecurity defenses.

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