An Introduction to Drift Detection
Explore drift detection in machine learning, covering types, detection methods, and practical applications using Alibi Detect. Gain hands-on experience with real-world examples and state-of-the-art techniques.
Introduction to Data Analysis Using Pandas
Learn to effectively analyze data using pandas in Python. Master data manipulation, aggregation, and visualization techniques for extracting valuable insights from tabular datasets.
TinyEngine and Parallel Processing - Lecture 11
Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.
Brain Disorders and Quantum Computing for Neuroradiologists
Explore quantum computing's potential in neuroradiology, focusing on AI applications for brain MRI analysis and the benefits of hybrid quantum systems for processing large datasets in medical imaging.
Developing New Quantum Neural Networks for Neuroradiology
Explore quantum neural networks for neuroradiology, focusing on modifications to Qiskit/Python circuits, updated fit times, fidelity values, and applications in MRI/PET image classification.
Quantum Gate Calculations to Brain Algorithms Design - Live Demo
Explore quantum gates and circuits in IBM Qiskit, focusing on applications in neuroradiology and brain MR image classification using hybrid classical-quantum networks.
Developer Transition: Machine Learning to Quantum Machine Learning
Explore quantum machine learning frameworks, tools, and resources to transition from classical ML. Gain insights into QML algorithms, simulators, and future developments in the field.
Python PyTorch Quantum ML Ports and Models for Potential Medical Use
Explore quantum machine learning models using Python and PyTorch for medical applications. Learn to build and implement ports tailored for healthcare advancements.
QML/QiML Technology for Medical Regulatory Agency Review - November 9, 2023
Explore QML/QiML technology for medical regulatory review, covering key organizations, fundamental areas, and specific medical research applications. Gain insights into FDA guidelines and next steps.
Qiskit, PennyLane QML, and QiML Demos - Thanksgiving Eve
Explore Qiskit and PennyLane QML/QiML demos to improve runtimes, losses, and accuracies. Learn quantum computational building blocks and differentiable programming for medical R&D applications.
Advanced PyTorch and TensorFlow Deep Learning with QML and QiML Layers
Incorporate quantum algorithms into machine learning frameworks using PyTorch and Keras. Learn benchmarking, strategic layer insertion, and explore potential applications with quantum layers.
C++ Generative AI Inference - Production Ready Speed and Control
Optimize C++ for generative AI inference, enhancing speed and control. Explore techniques to boost performance and gain precise command over AI model execution in production environments.
Live Python Demos - Generative Artificial Intelligence
Explore local hosting of generative AI models, comparing LLMs and LMMs for image processing, code generation, and multimodal tasks using various platforms and tools.
Torch.fx Explained - Accelerating ML Code with PyTorch
Explore PyTorch's torch.fx toolkit for accelerating ML code through symbolic tracing, program manipulation, and optimization of neural network modules.
Deep Dive: Formatting and Best Coding Practices in Python - Tutorial 21
Master Python coding best practices for clean, efficient, and maintainable machine learning solutions using Ivy. Learn essential principles for variables, functions, classes, and conventions.
Declarative Programming via a Relational Algebra - PhD Defense
Explore declarative programming through relational algebra in this PhD defense presentation, delving into advanced concepts and research findings.
Better Learning Through Programming Languages: Neurosymbolic Synthesis and Learning
Explore program synthesis evolution as a learning tool, from early data-driven models to modern neurosymbolic algorithms.
Lightning Talks - EuroPython 2024
Explore diverse Python topics in rapid-fire talks, from matrix arithmetic and 3D modeling to garbage collection and presentation skills. Gain insights from experts in this engaging lightning talk session.
Modern Java: New Features and Real-World Usage - JDK11 to JDK19
Explore modern Java features like records, switch functions, and pattern matching. Learn real-world applications in popular frameworks and preview upcoming JDK19 enhancements.
Modern Java: New Features and Real-World Usage - JDK11 to JDK19
Explore modern Java features like records, switch functions, and pattern matching. Learn real-world applications in popular frameworks and preview upcoming JDK19 enhancements.
Qwik: A No-Hydration Instant-on Personalized Web Applications
Explore Qwik's innovative approach to building instant-on, personalized web applications without hydration, revolutionizing performance and user experience.