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#User Behavior Analysis

Showing: 52 courses
Santa Fe Institute

Probabilistic Topic Models and User Behavior

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Explore latent thematic structures in document collections and user behavior data. Learn how topic modeling algorithms can enhance predictions and understanding of collection organization.
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1 Lesons
53 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Modeling User Fatigue for Sequential Recommendation - Session M3.6

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Explore innovative approaches to modeling user fatigue in sequential recommendation systems, enhancing user experience and engagement in digital platforms.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation

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Explore advanced techniques in multi-behavior recommendation systems, focusing on behavior-contextualized item preference modeling for improved personalization and accuracy.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation - Session M3.5

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Explore critical insights into beyond-accuracy performance metrics in next basket recommendation systems, challenging current assumptions and methodologies.
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1 Lesons
16 minutes
On-Demand
Free-Video
OpenSource Connections

Leveraging User Behavior Insights to Enhance Search Relevance

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Unlock the power of user behavior insights to optimize search relevance. Learn to capture clickstream data, analyze user interactions, and continuously improve search strategies for better user experiences.
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1 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Predicting Impending Exposure to Malicious Content from User Behavior

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Explore proactive cybersecurity through user behavior analysis, enabling real-time prediction and prevention of malicious content exposure during browsing sessions.
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10 Lesons
23 minutes
On-Demand
Free-Video
BSidesLV

Social Engineering: Training the Human Firewall Against Phishing Attacks

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Explore research on psychological factors behind phishing susceptibility and learn strategies to improve security education and measure risk in your organization.
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1 Lesons
28 minutes
On-Demand
Free-Video
OWASP Foundation

Who's in Control: Human or Machine? - Behavioral Detection in Cybersecurity

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Explore advanced behavioral detection methods for protecting critical web APIs against sophisticated attacks, focusing on user behavior analysis and biometric detection techniques.
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16 Lesons
48 minutes
On-Demand
Free-Video
Wade McMaster

Google Analytics - A Beginner's Guide

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Learn to navigate Google Analytics, understand website traffic, and gain insights on audience, acquisition, and behavior to improve your online presence and marketing strategies.
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8 Lesons
20 minutes
On-Demand
Free-Video
Okta

A Day in the Life of an Enterprise Customer - Understanding Enterprise SaaS Expectations

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Explore enterprise customer expectations for SaaS apps and gain insights into how they want to utilize your product, enhancing your understanding of their perspective.
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1 Lesons
24 minutes
On-Demand
Free-Video
Android Developers

Knowing Your App Buyers - Profiles and Purchasing Patterns

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Explore app buyer profiles, purchasing patterns, and regional trends to gain practical insights for optimizing your app's monetization strategy.
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1 Lesons
26 minutes
On-Demand
Free-Video
Android Developers

Improving App Engagement and Retention - Playtime 2016

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Discover tools and strategies to analyze user behavior, improve app engagement, and boost retention. Learn from successful developers and implement best practices for your Android app.
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9 Lesons
42 minutes
On-Demand
Free-Video
Android Developers

Grow Your Business with Player Analytics for Mobile Games

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Discover how Player Analytics provides game developers with crucial insights into player behavior, spending patterns, and churn prediction to optimize gameplay and boost business growth.
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9 Lesons
24 minutes
On-Demand
Free-Video
Android Developers

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

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Explore key monetization metrics for Google Play apps, including buyer conversion, revenue per user, and subscriber engagement, to optimize in-app purchases and subscriptions.
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11 Lesons
26 minutes
On-Demand
Free-Video
Web Conferences Amsterdam

How to Build an Adaptive, Performant Web App

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Discover responsive design principles and data-driven strategies to create adaptive web apps that enhance user engagement through personalized experiences, testing, and feedback.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Treatment Effect Estimation for User Interest Exploration on Recommender Systems

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Explore advanced techniques for estimating treatment effects in recommender systems, focusing on user interest exploration and long-term session recommendations.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy

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Explore advanced techniques for optimizing recommender systems through user-oriented exploration policies, focusing on enhancing long-term performance and session-based recommendations.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Disentangling ID and Modality Effects for Session-based Recommendation

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Explore advanced techniques for disentangling identity and modality effects in session-based recommendation systems, focusing on long-term user behavior analysis and pattern recognition.
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1 Lesons
14 minutes
On-Demand
Free-Video
Data Science Conference

Improving YouTube Recommender Systems for Big Screen Users

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Dive into the complexities of YouTube's recommendation systems, exploring challenges and solutions for delivering personalized content to billions of users across different platforms.
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1 Lesons
24 minutes
On-Demand
Free-Video
Databricks

User Behavior Hashing for Audience Expansion - Deep Learning Approach

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Explore deep learning-based hashing for sequential behavior data, utilizing Spark for large-scale preprocessing and distributed inference on Databricks with Pandas UDF.
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7 Lesons
27 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Who Would You Like to Work With?

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Explores how users search for and choose teammates on online platforms, revealing discrepancies between initial preferences and final choices, and the impact on team diversity and expertise distribution.
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1 Lesons
21 minutes
On-Demand
Free-Video
BSidesLV

Analyzing User Decision Making on Phishing Sites - Using Mouse Data and Keyboard Dynamics

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Explore user behavior on phishing sites through mouse and keyboard data analysis. Gain insights into decision-making patterns and learn effective strategies for enhancing cybersecurity awareness.
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17 Lesons
23 minutes
On-Demand
Free-Video
Cooper

The Infosec Crossroads

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Exploración de la evolución de ataques y defensas en ciberseguridad, abogando por un cambio hacia estrategias de defensa proactivas y basadas en inteligencia para superar las limitaciones de los enfoques reactivos actuales.
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51 Lesons
42 minutes
On-Demand
Free-Video
WEareTROOPERS

Alfred, Find the Attacker - A Primer on AI and ML Applications in the IT Security Domain

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Explore AI and ML applications in IT security, covering classification, outlier detection, and user behavior analysis for enhanced protection and threat detection.
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18 Lesons
37 minutes
On-Demand
Free-Video
OWASP Foundation

Breaking Fraud and Bot Detection Solutions

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Demystifying browser fingerprinting and user behavior tracking in fraud detection, exploring vulnerabilities, and demonstrating proof-of-concept attacks against these defense mechanisms.
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32 Lesons
52 minutes
On-Demand
Free-Video
GDC

Using Lean Analytics to Make Better Games

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Learn how to apply lean analytics in game development to understand users, make data-driven decisions, and improve game performance without slowing down production.
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23 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Security BSides London

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

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Explore advanced techniques for detecting credential attacks, reducing false positives in UEBA and NID tools, and improving overall cybersecurity defenses.
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19 Lesons
29 minutes
On-Demand
Free-Video
Unity

Get Paid on Mobile

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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.
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24 Lesons
32 minutes
On-Demand
Free-Video
USENIX

Why People - Don't - Use Password Managers Effectively

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Explores user attitudes towards password managers, revealing differences between built-in and separate tool users, and provides insights to improve adoption and effective usage of these security tools.
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14 Lesons
24 minutes
On-Demand
Free-Video
Black Hat

Does Dropping USB Drives in Parking Lots and Other Places Really Work?

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Explores the effectiveness of USB drive-based attacks through a campus experiment, revealing high success rates and analyzing factors influencing user behavior. Discusses mitigation strategies and demonstrates new tools.
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51 Lesons
34 minutes
On-Demand
Free-Video
BSidesLV

Tell Me Who You Are and I Will Tell You Your Lock Pattern

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Explore Android lock pattern vulnerabilities, user behavior, and security implications through data analysis and visual complexity assessment.
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10 Lesons
28 minutes
On-Demand
Free-Video
IEEE

Characterizing Everyday Misuse of Smart Home Devices

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Explore everyday misuse of smart home devices, examining user behaviors, security risks, and potential solutions for safer and more effective smart home technology adoption.
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1 Lesons
16 minutes
On-Demand
Free-Video
IEEE

Users Really Do Plug in USB Drives They Find

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Investigates end-user behavior with found USB drives through a controlled experiment, revealing high success rates and quick responses, driven by altruistic intentions rather than technical incompetence.
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1 Lesons
20 minutes
On-Demand
Free-Video
Black Hat

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

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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.
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26 Lesons
59 minutes
On-Demand
Free-Video
GOTO Conferences

Progressive Delivery - Patterns & Benefits of Decoupling Deploy from Release

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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.
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6 Lesons
38 minutes
On-Demand
Free-Video

Linking Users to Social Media Usage on Android Mobile Devices

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Explore digital forensics techniques for linking Android users to social media activity, focusing on popular apps and extracting valuable user data for investigations.
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27 Lesons
51 minutes
On-Demand
Free-Video

User Behavior Analysis

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Explore user behavior analysis techniques for offensive security, focusing on identifying vulnerabilities and potential attack vectors in human interactions with systems.
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1 Lesons
44 minutes
On-Demand
Free-Video

Building a Better User - Developing a Security Fluent Society

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Explore strategies for developing a security-fluent society through improved user-friendliness, training, storytelling, and cultural awareness to address user errors and enhance cybersecurity.
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20 Lesons
29 minutes
On-Demand
Free-Video
TheIACR

Humans, Policy, and Crypto

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Explore mental models of cryptographic protocols and strategies to protect cryptography against self-incrimination in this dual-talk session on human factors and policy in cryptography.
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1 Lesons
31 minutes
On-Demand
Free-Video
WeAreDevelopers

Exploring Voice User Interfaces

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Explore voice user interfaces, their challenges, and market trends. Learn about Alexa skills development, speech recognition, and best practices for creating effective voice interactions.
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25 Lesons
41 minutes
On-Demand
Free-Video
ACCU Conference

How Code Fails in the Real World

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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.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
PASS Data Community Summit

Growth Hacking Using Data

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Learn data-driven growth strategies, including identifying key metrics, analyzing engagement, understanding funnels and cohorts, and effectively communicating insights to drive business decisions and success.
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16 Lesons
42 minutes
On-Demand
Free-Video
NDC Conferences

Analyzing StackExchange Data with Azure Data Lake

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Gain insights from StackExchange data using Azure Data Lake Store & Analytics. Learn to analyze 150+ GB of data and visualize findings with Power BI, leveraging SQL and C# skills for big data analysis.
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1 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

Why Don't Users Do What They are Supposed to Do? A Look at Users and Security

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Exploring user behavior in cybersecurity through HCI design. Investigates why users ignore threats and how developers can improve security tools by understanding user perspectives.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
DevConf

AI-Driven Application Optimization Using Bandit Algorithms

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Explore bandit algorithms for personalized experiences in modern applications, from recommendations to network optimization. Gain insights as both developer and user.
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1 Lesons
15 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Personalized POI Recommendations Using TMAP Driving Data

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Discover how T Map's driving data powers personalized POI recommendations, using real user navigation patterns to suggest relevant destinations based on daily routines and weekend preferences.
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1 Lesons
23 minutes
On-Demand
Free-Video
Conf42

A Data-Driven Approach to Product Discovery

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Explore data-driven product discovery techniques, with insights from Netflix and Spotify, to effectively implement this approach in your own projects.
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7 Lesons
14 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

ML in Production: Implementation, Tooling and Engineering - Data MLOps

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Explore ML observability in e-commerce, focusing on Loblaw Digital's approach to tracking model performance, user behavior, and business impact using centralized tools and analytics.
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1 Lesons
23 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Latent User Intent Modeling in Recommender Systems

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Explore latent variable models for capturing user intents in recommender systems, enhancing understanding beyond item-level interactions.
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1 Lesons
25 minutes
On-Demand
Free-Video
RSA Conference

EXPOSURE - The 4th Annual RSAC SOC Report

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Dive into the humorous and eye-opening findings from monitoring the RSAC wireless network, revealing surprising user behaviors and evolving trends in cybersecurity awareness.
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1 Lesons
48 minutes
On-Demand
Free-Video
RSA Conference

Employees Are the New Perimeter - How the Pandemic Shaped Workforce Risk

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Explore how COVID-19 changed user risk in cybersecurity. Learn from 6M real user actions, understand work-from-home impacts, and discover strategies to identify and secure high-risk users in organizations.
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1 Lesons
54 minutes
On-Demand
Free-Video
GOTO Conferences

Lizard Optimization - Leveraging Unconventional User Behavior for Product Improvement

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Explore unconventional product uses to drive improvements. Gojko Adzic and Dave Farley discuss leveraging outlier user behaviors for enhanced product development and growth, balancing solo and collaborative work in software engineering.
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8 Lesons
31 minutes
On-Demand
Free-Video