Machine Learning for Analysis of High-Dimensional Spatiotemporal Chaotic Dynamical Systems
Discover how machine learning techniques can analyze and predict complex chaotic systems, with insights from cutting-edge research in physics and data science.
Right-Sizing and Auto-Scaling of MySQL Containers in Kubernetes
Optimizing MySQL container resources in Kubernetes using statistical analysis and algorithms for dynamic sizing and scaling, improving performance and efficiency while reducing costs.
Understanding Forecasting with Reservoir Computing via Synchronization
Explore reservoir computing's forecasting capabilities through synchronization, presented by Juan Pablo Ortega at the Fourth Symposium on Machine Learning and Dynamical Systems.
Predicting Tipping Points with Reservoir Computing
Explore reservoir computing techniques for predicting critical transitions in complex systems, with applications in climate science and ecology.
Advancing Weather and Climate Prediction with Data-Driven Methods
Exploring machine learning's transformative role in weather and climate prediction, enhancing forecast accuracy, facilitating scientific discovery, and revolutionizing atmospheric science methodologies.
Deploy and Monitor ML Pipelines with Open Source and Free Applications
Learn to deploy and monitor ML pipelines using open-source tools. Automate data refresh, generate forecasts, and set up monitoring dashboards with GitHub Actions, Docker, MLflow, and more.
Security Nightmares 0x14
Jährlicher Rückblick und Ausblick auf IT-Sicherheitstrends, Buzzwords und absehbare Entwicklungen. Humorvolle Betrachtung von KI-Konflikten, Blockchain-Exorzismus und möglichen IT-Sicherheits-Wettervorhersagen.
Time to Tell
Explore the future of cybersecurity with McAfee's CTO as he challenges outdated practices and advocates for innovative defenses in the face of emerging technologies like quantum computing.
Exadata Warehouse - Simplify Capacity Planning and Forecasting for Exadata
Discover how Exadata warehouse simplifies capacity planning and forecasting, enabling long-term analysis, resource utilization insights, and accurate workload predictions for improved database management.
Is the Public Cloud Cheaper Than My Data Center?
Explore cost-effectiveness of public cloud vs. data centers, analyzing applications, forecasting, overbuying, metadata tagging, and repatriation in this insightful keynote presentation.
Macroeconomic Outlook
Experts discuss global economic trends, central bank policies, geopolitical risks, and investment strategies in a post-quantitative easing era, focusing on challenges and opportunities for sustained growth.
Shaping the Future of Real Estate
Explore real estate's future: office trends, mall evolution, and overlooked factors shaping residential and commercial sectors. Experts discuss investment decisions and predictions for the post-pandemic landscape.
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.
Deep Learning Your Broadband Network at Home
Automate internet speed tests, log data, and analyze time series using Python. Learn data mining, visualization, and anomaly detection techniques like ARIMA and LSTM for broadband network performance.
FinOps Mini-Summit
Explore cloud financial management strategies and best practices in this insightful summit, featuring expert discussions on optimizing costs and maximizing value in cloud environments.
Scaling Professional Scrum with Visual Studio Team Services
Learn to scale Scrum using Visual Studio Team Services for multiple teams working on a single product, with separate backlogs and sprints while maintaining overall visibility.
Machine Learning for Gamers - Dungeon Forecasts & Dragon Regressions
Explore machine learning applications in gaming, from character creation to game mastering, covering regression, forecasting, classification, and more using fun, geeky examples.
An Introduction to Forecasting Using Orbit
Explore Orbit, a probabilistic forecasting tool developed by Uber, and learn its application in demand forecasting for technical support teams through a practical case study.
How We Use Data to Better Position Ourselves in the Wholesale Energy Markets
Explore data-driven strategies in wholesale energy markets, from forecasting renewable generation to real-time trading applications, optimizing energy provision and balancing the grid.
Forecasting Kafka Lag Issues with Machine Learning
Learn to predict and manage Kafka Partition Lag using machine learning techniques. Explore normal and abnormal lag patterns, ensemble forecasting, and case studies for improved Kafka observability.
Optimizing Cloud Costs with Machine Learning - A CloudVane Story
Discover how machine learning powers CloudVane's innovative solution for forecasting cloud costs, detecting spending anomalies, and providing optimization recommendations for better cloud resource management.