Realtime-Cognitive IoT Using DeepLearning and Online Learning
Explore DeepLearning4J on Apache Spark for IoT anomaly detection using LSTM autoencoder neural networks. Learn scalable machine learning techniques for real-time cognitive IoT applications.
Data Visualization with R
Learn to create impactful data visualizations using R and RStudio. Explore R's capabilities for transforming data into actionable insights through hands-on demonstrations and expert guidance.
Exploring Open Data with BigQuery
Discover how to leverage cloud computing for efficient big data exploration using Google BigQuery, with practical examples from news, Wikipedia, and weather datasets.
Anomaly Detection in Real Time - Simplicity Is the Ultimate Sophistication
Aprenda a detectar anomalias em tempo real usando técnicas simples e eficazes. Descubra como criar um modelo estatístico para monitorar tráfego web, eventos de busca e cliques em anúncios.
Distributed Machine Learning 101 Using Apache Spark from a Browser
Explore introductory machine learning concepts and their application at scale using Apache Spark, with hands-on examples in interactive notebooks for real-world distributed data processing.
Dear Fellow White People
Thought-provoking exploration of white privilege and its global impact, challenging viewers to acknowledge and address systemic inequalities affecting communities in the Global South.
Using Maths to Save the Planet
Discover how mathematical modeling predicts ocean pollution patterns, enabling targeted cleanup efforts and environmental protection. Learn to apply these problem-solving techniques to various real-world challenges.
The Top 5 Things I Learned While Building Anomaly Detection Algorithms for IT Ops
Insights on building effective anomaly detection algorithms for IT operations, covering common challenges, Gaussian techniques, and non-parametric methods for improved signal extraction from metric data.
Monitoring - The Math Behind Bad Behavior
Explore mathematical approaches to analyze vast system monitoring data, focusing on techniques to surface interesting patterns and insights from millions of measurements per second.
You Have Too Much Data
Exploring strategies to manage and extract meaningful insights from overwhelming amounts of data while addressing privacy and computational challenges in big data analytics.
It's up to the Consumer to be Smart - Understanding the Security and Privacy Attitudes of Smart Home Users on Reddit
Explore security and privacy attitudes of smart home users through Reddit analysis, revealing consumer perspectives and concerns in the evolving IoT landscape.
Apache Kafka and KSQL in Action - Let's Build a Streaming Data Pipeline
Build real-time streaming data pipelines using Apache Kafka, Kafka Connect, and KSQL. Learn to filter events, enrich data streams, and perform streaming aggregates for anomaly detection.
Machine Learning Without the Hype
Explore AI, machine learning, and deep learning concepts, comparing rule-based and ML approaches for time-series data. Learn supervised vs unsupervised learning with practical examples and best practices.
We Are a Startup to the Core - A Qualitative Interview Study on the Security and Privacy Development Practices in Turkish Software Startups
Explore security and privacy practices in Turkish software startups through qualitative interviews, revealing insights into development approaches and challenges.
SCAPHY - Detecting Modern ICS Attacks by Correlating Behaviors in SCADA and Physical
Explore a novel approach to detecting attacks on industrial control systems by correlating behaviors in SCADA and physical layers, enhancing cybersecurity in critical infrastructure.
Digital Leaders - Change the Way You Lead
Explore how technology and data reshape leadership in the digital age. Learn key steps for young leaders to adapt, leverage advanced technologies, and exert influence in an increasingly connected world.
Adaptive Risk-Limiting Comparison Audits
Explore innovative techniques for enhancing election integrity through adaptive risk-limiting comparison audits, improving accuracy and efficiency in verifying electoral outcomes.
Point of Care Monitoring and Continuous Monitoring
Explore advancements in point-of-care and continuous monitoring technologies with industry experts, discussing innovations, challenges, and future trends in healthcare diagnostics.
Precision Monitoring and Treatment
Explore cutting-edge advancements in precision medicine, featuring experts discussing innovative monitoring techniques and personalized treatment approaches for improved patient outcomes.
From Genomic Data to Genomic Knowledge
Explore genomics' evolution, from DNA discovery to recent breakthroughs, and its current challenges in research, treatment, and studying human genomic diversity, especially in Africa.
Towards Zero Carbon - Implementing Sustainable Battery Lifecycle Management in Data Centers
Innovative solution for sustainable battery lifecycle management in data centers using IoT, AI, and real-time monitoring to reduce costs, prevent downtime, and achieve zero-carbon waste diversion goals.