Docker Security Essentials - How to Secure Docker Containers
Learn essential techniques for securing Docker containers, including best practices for isolation, configuration, and communication to enhance the safety of containerized applications.
Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier
Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.
Getting Started with IoT
Comprehensive introduction to IoT fundamentals, covering evolution, architecture, and applications. Explores microcontrollers like Arduino and Raspberry Pi, with real-world examples and Q&A session.
Machine Learning at Scale with MLflow and Apache Spark
Explore Société Générale's journey in scaling machine learning, focusing on MLflow and Apache Spark for production deployment, CI/CD pipelines, and overcoming challenges in large-scale ML implementation.
Deploy a Model for LEGO Sets With Docker
Predict LEGO set piece counts using machine learning, then deploy the model with Docker for easy sharing and reproducibility.
Simulation of Cognitive Agents to Explore Occupants’ Wayfinding Experience in Future Buildings
Explore innovative pre-occupancy simulation tools for designing human-centered buildings, focusing on wayfinding behavior in complex urban structures using interdisciplinary approaches.
Making the Heart of Agile Concrete - Essence with Paul McMahon
Explore practical techniques to strengthen agile implementation using Essence, a middle ground between core agile principles and various frameworks, enhancing collaboration, delivery, reflection, and improvement.
What is Essence? with Ivar Jacobson and Roly Stimson
Explore Essence, a standard language for software engineering practices. Learn about its core concepts, universal elements, and how it can revolutionize software development methodologies.
Demonstrating an Internet of Things Solution for Real-Time Computation and Delivery of Plant KPIs
Explore an IIoT solution for real-time monitoring of worker performance in meat processing, including project design, implementation, and trial outcomes in an Australian plant.
Designing an ML Minded Product and a Product Minded ML System
Explore designing ML-minded products and product-minded ML systems, focusing on data considerations, bias removal, evaluation methods, and sustainable implementation in real-world applications.
ALCHEMY - A Language and Compiler for Homomorphic Encryption Made Easy
Simplifying Fully Homomorphic Encryption with ALCHEMY: a modular system that compiles plaintext computations into homomorphic operations on ciphertexts, making FHE accessible without specialized knowledge.
PUFs and White-Box Cryptography
Explore PUFs and white-box cryptography, focusing on security goals, performance evaluation, and practical applications in modern cryptographic systems.
Compact NIZKs from Standard Assumptions on Bilinear Maps
Explore advanced cryptographic techniques for compact non-interactive zero-knowledge proofs using bilinear maps, focusing on novel constrained signature methods and efficiency improvements.
Key-Homomorphic Pseudorandom Functions from LWE with Small Modulus
Explore key-homomorphic pseudorandom functions based on Learning With Errors, focusing on small modulus applications, security implications, and potential limitations in cryptographic systems.
Asiacrypt 2022 Real World Protocols
Explore key exchange, modular proofs, and linear homomorphic encryption in this comprehensive cryptography talk, covering security models and real-world protocol applications.
Should Computers Run the World? - With Hannah Fry
Explore the impact of algorithms on decision-making in various fields, examining their benefits, limitations, and ethical implications compared to human judgment.
OpenAI for Finance - Overview
Explore OpenAI's products and APIs for financial applications, including GPT-3, generative art, and reinforcement learning tools.
Docker Image for Trading App Development and Deployment
Explore a Docker image for trading app development, featuring essential Python libraries and frameworks for financial applications and data analysis.
Social Tokens for Creators - New Revenue Models and Fan Communities
Explore social tokens and NFTs as innovative tools for creators to build revenue streams and engaged fan communities, featuring insights from industry experts.
AI - What's Working, What's Not
Explore the current state of AI, its applications, and future potential. Gain insights into what's working, what's not, and how businesses can leverage AI technologies effectively.
Hardware Authentication Tokens - Nate Graff
Explore authentication standards for everyday hardware chips like credit cards and SIM cards, covering certificates, smart cards, and modern payment technologies.