How Flow Works in Software Engineering - Insights from Complexity Science
Explore how information theory and complexity science illuminate software engineering practices, optimizing value flow and challenging conventional approaches to development.
Building Local Food Scene Apps - Web Development Challenge
Participate in a web development challenge to create innovative apps promoting local food scenes using tools like Clerk, Convex, and Raycast. Learn from expert developers as they plan and build in just 4 hours.
Arduino Uno R4 WiFi - Understanding and Using Arrays in Projects - Lesson 35
Learn to implement arrays in Arduino projects, enhancing data management and organization for more efficient programming.
Hardware and Software Development Tools for Qudit Experiments
Explore hardware and software tools for qudit experiments, enhancing your understanding of quantum technology development.
The Materials Simulation Toolkit for Machine Learning (MAST-ML): Automating Development and Evaluation of Machine Learning Models for Materials Property Prediction
Automate machine learning model development for materials property prediction using MAST-ML. Learn data import, feature engineering, model evaluation, and uncertainty quantification through hands-on activities.
Automating Distributed Heterogeneous Computing for Domain Experts
Explore new approaches for enabling domain experts to program future HPC systems efficiently, focusing on compiler and runtime techniques for distributed heterogeneous computing.
Portable High-Performance Python on CPUs, GPUs, and FPGAs
Optimize Python for high performance on CPUs, GPUs, and FPGAs. Learn HPC-oriented extensions, automatic optimizations, and portable performance techniques across architectures.
Heterogeneous Serverless Computing for High-Performance Computing and AI Workloads
Explore heterogeneous serverless computing for efficient HPC, HPDA, and AI workloads. Learn about innovative accelerator uses and flexible deployment models from edge to exascale.
Productive Performance Engineering for Weather and Climate Modeling with Python
Optimize weather and climate models using Python-embedded DSL and data-centric techniques. Improve productivity and performance through abstraction, semi-automated workflows, and transfer tuning for efficient scaling on supercomputers.
Evaluating Large-Scale Learning Systems
Explore challenges and solutions in evaluating large-scale machine learning systems, including federated networks and large language models. Gain insights into reliable assessment methods.
AI-Driven Performance Metaprogramming - Embedding Spaces for Program Analysis and Optimization
Explore AI-driven performance metaprogramming using embedding spaces for programs. Learn to assess, analyze, and improve program performance through advanced AI methods.
Adversarially Robust Stochastic Multi-Armed Bandits
Explore adversarially robust stochastic multi-armed bandits for optimal experimental design. Learn about algorithms balancing fast and robust learning in real-world applications like digital advertising.
Explore the Sustainable Future of AI
Discover strategies for sustainable AI development, focusing on energy-efficient hardware, optimized algorithms, and renewable energy in data centers.
Harnessing Proprietary Data in the Era of Generative AI - Insights from AWS
Explore AWS's mission to democratize machine learning, offering customization capabilities for proprietary data. Learn about security, data governance, and scalable GenAI development for startups building innovative AI solutions.
Magic Castle - Terraforming the Cloud to Teach High-Performance Computing
Replicate HPC infrastructure experience using cloud resources with Magic Castle. Deploy complete clusters with schedulers, data-transfer nodes, and pre-compiled software in minutes.
CodeRefinery: Training the Next Generation of Research Software Engineers
Explore CodeRefinery's approach to training researchers in FAIR software practices, from small workshops to large online events, and learn about future opportunities.
ME3255 - Rocket Science Solutions with Python
Explore rocket science solutions using Python, covering advanced concepts and practical applications in aerospace engineering.
C/C++ Compiler Options Best Practices - February 15, 2023
Explore best practices for C/C++ compiler options to enhance code security and performance. Learn optimization techniques and defensive programming strategies.
C/C++ Compiler Options Best Practices - March 29, 2023
Discover best practices for C/C++ compiler options to enhance code security and performance. Learn optimization techniques and defensive programming strategies.
My Plan B: Exploring Alternative Strategies in Computer Science Research
Explore innovative approaches to software testing and verification with Professor Alastair Donaldson in his Imperial Inaugural lecture.
CSS Quiz: Evaluating AI Models' Performance
Explore AI's CSS knowledge through a quiz, revealing strengths and limitations. Gain insights into machine learning's understanding of web styling concepts.