Prediction and Planning Under Uncertainty
Explore prediction and planning in uncertain environments, covering model predictive control, stochastic scenarios, and practical applications in AI decision-making.
Scoring Systems - At the Extreme of Interpretable Machine Learning - Cynthia Rudin - Duke University
Explore interpretable machine learning for high-stakes decisions. Learn about optimal scoring systems, their applications in healthcare and criminal justice, and the importance of transparency in AI models.
Deep Learning Survival Analysis for Consumer Credit Risk Modelling
Explore deep learning survival analysis for precise credit risk prediction in consumer lending, combining traditional methods with advanced techniques for improved time-to-event forecasting.
Price Optimisation - From Exploration to Productionising - David Adey, PhD & Alexey Drozdetskiy, PhD
Explore dynamic price optimization using machine learning, from data analysis to cloud deployment. Learn about feature encoding, model selection, efficiency improvements, and practical implementation strategies for revenue growth.
Deep Robust Reinforcement Learning and Regularization
Explore robust reinforcement learning, addressing uncertainties in deep RL through regularization techniques. Gain insights into robust MDPs, policy evaluation, and uncertainty-aware Bellman equations.
Why We Need Architects and Architecture on Agile Projects
Explores the role of architects in agile projects, emphasizing stewardship, sustainable development, and techniques for managing architectural tasks and risks in complex software development.
Blockchain Explained and Applied to Industrial IoT
Explore blockchain's impact on Industrial IoT, from understanding basics to applying it in your organization. Learn about decentralization, smart contracts, and the future of connected devices.
Cost-effective Telemetry Solutions: Balancing Between Blind and Broke - Lecture 6
Explore cost-effective telemetry strategies for modern operations, balancing between blindness and financial constraints through multi-provider solutions and innovative approaches.
Beyond Secret Management - How Vault Helps Enterprises Meet Compliance Requirements
Explore how HashiCorp Vault helps enterprises meet compliance requirements through audit logging, encryption, key management, and access control policies.
Secrets and Lies: Protecting Mobile Apps Through Cryptography and Obfuscation
Explore mobile app security, including cryptography, obfuscation, and steganography. Learn practical techniques to protect sensitive data, prevent attacks, and enhance overall app integrity.
Prioritizing Technical Debt Using Version Control Data
Discover data-driven techniques to prioritize technical debt, balance short and long-term goals, and make informed decisions about code improvements using version-control insights from real-world codebases.
De-risking Embedded Machine Learning Projects Using Novel Technologies
Explore novel technologies for successful embedded machine learning projects, addressing challenges and ensuring customer success through innovative design and engineering philosophies.
Identifying Sensitive Data and Mitigating Risk in Apache Spark and Databricks
Discover sensitive data in Apache Spark and Databricks using BigID's platform. Learn to scale discovery, label data, and apply necessary guardrails for compliance and risk mitigation in data analytics.
Building the Foundations of an Intelligent, Event-Driven Data Platform at EFSA
Designing an intelligent, event-driven data platform for EFSA's digital transformation, enhancing transparency in food safety risk assessment through Azure and Databricks technologies.
Threat Modeling Kubernetes - A Lightspeed Introduction
Discover threat modeling for Kubernetes: Learn to identify risks, understand adversarial techniques, and implement preventive measures to enhance cloud-native system security and delivery velocity.
Hands-Off Feature Releases With Keptn, OpenFeature, and OpenTelemetry
Explore automated feature releases using Keptn, OpenFeature, and OpenTelemetry. Learn how to reduce risks, validate features, and streamline the deployment process in production environments.
Kubernetes Policy, Governance, and Compliance - A Working Group Policy Update
Explore Kubernetes policy management for simplified multi-cluster operations, automated security, and continuous compliance. Learn about the Policy Working Group's projects and how to contribute.
Hands-on Workshop: Batten Down the Hatches - A Cluster Security Journey
Hands-on workshop guiding security engineers through a Kubernetes cluster security audit. Learn inventory, assessment, least privilege enforcement, and compliance in a real-world environment.
Building Supply Chain Policies with Gatekeeper and Ratify
Learn to enhance Kubernetes security using Gatekeeper and Ratify for supply chain policy enforcement. Explore admission controllers, CRD-based policies, and external data verification for robust cluster protection.
Malicious Compliance: Reflections on Trusting Container Scanners
Explore creative ways to bypass container image analysis and admission control detection, revealing limitations of validation tools and improving security policy creation.
Container Patching: Making It Less Gross Than the Seattle Gum Wall
Explore strategies for efficient container patching, including prevention, detection, fixing, and monitoring. Learn about opensource tools and best practices to streamline the process and meet security requirements.