Supercomputing Courses and Certifications

TensorFlow

Cloud TPU Pods - AI Supercomputing for Large Machine Learning Problems

Explore Cloud TPU Pods for AI supercomputing, enabling large-scale model parallelism in deep learning. Learn technical details and new TensorFlow features for accelerating machine learning workloads.

• YouTube
• 42 minutes
• On-Demand
• Free Video

IBM Research

Building Towards Quantum Centric Supercomputing

Explore IBM's quantum computing roadmap, including the 1,000+ qubit Condor processor, plans for a 100,000 qubit system by 2033, and the vision for future quantum data centers.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Nvidia

Accelerating Quantum Supercomputing with CUDA-Q

Unlock quantum supercomputing potential with CUDA-Q, an open-source platform for hybrid quantum-classical applications through expert panel discussions and practical guidance.

• YouTube
• 55 minutes
• On-Demand
• Free Video

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Supercomputing Spotlights - Supercomputing Software for Moore and Beyond

Explore supercomputing software evolution, data locality challenges, and innovative solutions for post-Moore era. Learn about multicore architectures, heterogeneous computing, and emerging trends in high-performance computing.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Society for Industrial and Applied Mathematics

Accelerating Sparse Iterative Solvers and Preconditioners Using RACE - Supercomputing Spotlights

Explore advanced techniques for optimizing sparse matrix-vector multiplication, enhancing performance of iterative solvers and preconditioners using the RACE library framework for high-performance computing applications.

• YouTube
• 40 minutes
• On-Demand
• Free Video

PKI Consortium

Accelerated Quantum Supercomputing and Post-Quantum Cryptography

Explore how AI and GPU acceleration revolutionize quantum computing development while safeguarding against quantum cryptographic threats through optimized circuits and parallel processing techniques.

• YouTube
• 26 minutes
• On-Demand
• Free Video

From Supercomputing to Serving: A Case Study Delivering Cloud Native Foundation Models

Discover how a small team scaled ML infrastructure across multiple cloud providers, managing supercomputing challenges, networking, and capacity for AI workloads using cloud-native approaches.

• YouTube
• 27 minutes
• On-Demand
• Free Video

AI Supercomputing for Training and Inferencing - Session BRK218

Delve into advanced AI supercomputing infrastructure, exploring GPU optimization, network topologies, and Azure's scalable solutions for developing sophisticated AI and frontier models.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Qiskit

When Quantum Joins Supercomputing

Explore how quantum computing integrates with high-performance classical computing to solve challenging problems and achieve quantum advantage through heterogeneous workflows.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Quantum Computing for Natural Sciences (with IBM Quantum)

Discover how quantum algorithms can revolutionize molecular simulations for material and drug design, using IBM Quantum to solve problems beyond classical supercomputers.

• openHPI
• 3 weeks
• On-Demand
• Free Online Course

Efficient AI for Weather Forecasting

Explore how energy-efficient AI transforms weather forecasting, reducing computational costs while improving accuracy through modern techniques like LoRA fine-tuning and diffusion models.

• openHPI
• 2 weeks
• On-Demand
• Free Online Course

TED

A Brain in a Supercomputer

Explore how supercomputers can model the brain's synapses to unravel mental mysteries, potentially revolutionizing our understanding of perception, memory, and mental illness.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

Azure Datacenter Architecture - Latest Innovations and Technologies

Dive into Azure's cutting-edge datacenter architecture with CTO Mark Russinovich, exploring innovations in cooling, supercomputing, and infrastructure that power cloud, on-premises, and edge applications.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

TED

Making a Computer That Works Like the Brain

Explore innovative research on mimicking the brain's supercomputing powers in silicon, aiming to create small, light, and superfast computers inspired by neural processes.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk