Using Vector Databases to Scale Multimodal Embeddings, Retrieval and Generation
Explore scaling multimodal embeddings, retrieval, and generation using vector databases. Learn cross-modal search techniques and guide large language models with real-time retrieval.
CLAP With Me: Step-by-Step Semantic Search on Audio Sources
Explore CLAP for semantic search on audio data. Learn to build an application generating CLAP embeddings, indexing to Opensearch, and implementing audio-based semantic queries.
DeepTech Product Development for Large Enterprise - From Idea to Scaling
Explore deep tech product development for enterprises, from ideation to scaling, focusing on biometric solutions, security challenges, and real-world deployment strategies.
Quantifying AI and What Comes Next - From Single Purpose to General Purpose
Explore the evolution of AI from single-purpose to general-purpose systems, drawing parallels with computing history and examining future implications through an entropic framework.
What is Machine Learning - Lecture 1
Explore machine learning fundamentals with Dr. Kotb in this introductory lecture, focusing on applications in petroleum engineering and energy transition.
What is Machine Learning - Lecture 2
Explore machine learning fundamentals, data preprocessing, and Python basics for energy and petroleum applications.
Automated Testing and Board Farming - Techniques for Rapid Software Testing
Explore automated testing techniques for rapid software release validation, focusing on current tools, projects, and development directions in response to EU's CRA legislation requirements.
Embedded Audio Policies Made Easy with WirePlumber
Learn to build robust audio policies for embedded systems using WirePlumber, integrating with PipeWire and PulseAudio for easier management and maintenance of complex audio solutions.
Designing PCBs with Python: Introduction to Faebryk
Explore faebryk, an open-source Python library for electronic design automation. Learn to describe circuits in code, refining designs from abstract to specific while leveraging software development tools.
Physics-Informed Machine Learning for Complex Systems - A Focus on Power System Applications
Explorez l'application de l'apprentissage automatique aux systèmes électriques, en mettant l'accent sur les modèles réduits et la calibration à partir de données enregistrées pour améliorer la résilience du réseau.
Reinforcement Learning for Non-Markovian Environments
Explore key issues in reinforcement learning for non-Markovian environments, drawing parallels with stochastic control and discussing approximation of conditional laws.
A Data-Driven Matching Algorithm for Ride Pooling Problem
Explore a data-driven matching algorithm for ride pooling, leveraging rank aggregation and machine learning to optimize driver-rider pairings using real-world data from a startup.
Agent-Based Dynamic Models of Opinion Formation: Where Are We Now?
Explore dynamic models of opinion formation, focusing on continuous opinions at the microscopic level. Examine achievements in analysis and new challenges in dynamical systems, control theory, and AI.
Mathematical Theories for Metamaterials: From Condensed Matter Theory to Subwavelength Physics
Explore mathematical theories for metamaterials, bridging quantum and classical physics to revolutionize nanotechnology and subwavelength wave manipulation.
The Second Data Release from the European Pulsar Timing Array - Search for Gravitational Wave Signals
Explore the latest findings from the European Pulsar Timing Array's second data release and its implications for gravitational wave detection.
AI-Assisted Automated Chemical Synthesis Planning and Execution
Explore AI-driven chemical synthesis planning integrated with robotic automation, streamlining complex molecule production for drug development and materials science.
Visual Vibration Analysis: Using Cameras as High-Resolution Vibration Sensors
Explore visual vibration analysis using regular cameras to study object properties and forces. Learn applications in sound recovery, structural monitoring, and visual effects.
ORB-SLAM: Visual SLAM in Indoor, Outdoor, and Intracorporeal Scenes
Explore ORB-SLAM's evolution in Visual SLAM, from monocular to multi-map systems, including applications in medical endoscopy and advancements in camera and sensor integration.
Measurement and Implication of Diffuse Gamma-Ray Emission from the Galactic Plane at Ultra-High Energies
Explore ultra-high energy gamma-ray emissions from the Galactic plane using LHAASO data, examining spectral characteristics and implications for cosmic ray propagation models.
Quasi-Neutral Limit Problem of Planck-Nernst-Poisson-Navier-Stokes Equations for Electro-Hydrodynamics
Explore quasi-neutral limit problem in electro-hydrodynamics, examining multi-scaling structure stability, boundary layers, and well-posedness theory for Planck-Nernst-Poisson-Navier-Stokes equations.
Vortex Reconnection in the 3D Critical Abelian Higgs Model
Explore vortex reconnection in 3D critical Abelian Higgs model, focusing on dynamics of nearly parallel vortex filaments and their collisions in particle physics.