Small Data - Machine Learning
Discover how machine learning can solve real-world problems, like filtering Twitter mentions. Learn practical ML techniques and get inspired to apply them in your own projects.
Learning The Hows and Whys of Machine Learning
Explore Tebex's journey in leveraging machine learning to combat fraud, including algorithm experiments, challenges faced, and future plans for utilizing payment data effectively.
Introduction to Data Analysis with Security Onion and Other Open Source Tools
Learn data analysis techniques for cybersecurity using open-source tools like Security Onion and Python. Explore PANDAS, ElasticSearch, frequency analysis, and time series analysis for effective threat hunting.
Practical Cyborgism - Machine Learning for Bro Logs
Explore machine learning techniques for analyzing Bro logs, focusing on supervised and unsupervised methods to enhance cybersecurity threat detection and analysis.
Rethinking Data for Intelligent Computing
Explore innovative approaches to data processing and intelligent computing, drawing parallels with human cognition to enhance abstract reasoning and problem-solving capabilities.
A Taste of Random Decision Forests on Apache Spark
Explore Random Decision Forests on Apache Spark with Sean Owen. Learn about decision trees, feature vectors, model interpretation, and hyperparameter tuning for machine learning in distributed environments.
The R Language - The Good, The Bad & The Ugly
Explores R's strengths and weaknesses as a data analysis language, discussing its unique features, statistical capabilities, and practical applications in research and bioinformatics.
The Big Data Developer
Explore big data technologies beyond Map/Reduce and NoSQL, understanding their practical applications and potential for innovation in data-driven businesses.
The Future of Security Isn't Preventing Attacks
Explores shifting security focus from prevention to detection and remediation. Discusses building threat intelligence and preparing for inevitable system compromises.
What Finance Can Learn From Dating Sites
Explore how finance can leverage data-driven techniques from dating sites for improved matching, risk analysis, and fraud detection using graph databases and sophisticated algorithms.
Computing Professional Identity for the Economic Graph
Explore LinkedIn's Economic Graph: mapping connections between professionals, companies, jobs, skills, and knowledge to revolutionize the global workforce landscape.
Professional Data - Wrestling Techniques Using Elasticsearch's Aggregation Framework
Explore Elasticsearch's Aggregation Framework for powerful data analysis. Learn techniques to extract insights from large datasets, including housing, crime, emails, and movie recommendations.
From Big Data to Big Information
Exploring the evolving Big Data landscape, focusing on extracting useful information from large datasets using tools like Hadoop and NoSQL databases to meet business objectives.
Reconsidering Ragnarok - The Cyber Threat Terrain After the Ukraine Invasion
Experts analyze the unexpected absence of cyber Armageddon following Ukraine's invasion, discussing observations, reasons, and future implications for global cybersecurity landscape.
Putting Your Security on the Wire
Explore Bro, a powerful platform for real-time network analysis and security. Learn how organizations leverage this tool to gain insights and protect their networks effectively.
Your Superpower User Manual
Explore how to leverage cloud services and Python tools for data analysis and visualization, unlocking your potential to tackle practical questions with powerful computing resources.
Visualizing IoT Data with Minecraft
Explore innovative IoT data visualization using Minecraft. Learn how to represent sensor data in a unique, interactive 3D environment, moving beyond traditional charts and graphs.
Experiments, the Good, the Bad & the Beautiful
Discover how to conduct simple, effective experiments in software development. Learn to challenge assumptions, gather evidence, and make informed decisions to improve your work and processes.
Analyzing Pwned Passwords with Apache Spark
Explore large-scale password analysis using Apache Spark, covering data processing techniques, popular password trends, and security implications of leaked credentials.
Data Science, Delivered Continuously
Explore continuous delivery for data science projects, focusing on AutoScout24's live price estimation service using Random Forest and H2O, with insights on model validation and technical challenges.
How Prometheus Revolutionized Monitoring at SoundCloud
Explore how Prometheus transformed SoundCloud's monitoring, addressing challenges in microservices architecture and offering insights into its implementation, features, and impact on system observability.