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Showing: 814 courses
Carnegie Mellon University

Advanced Database Systems - Spring 2019

1 rewiews
Comprehensive exploration of advanced database systems, covering in-memory databases, concurrency control, indexing, storage models, query processing, and optimization techniques for modern DBMS architectures.
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26 Lesons
1 day 8 hours
On-Demand
Free-Video

CUDA Crash Course

1 rewiews
Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
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30 Lesons
7 hours
On-Demand
Free-Video
Escape Studios

Playing With Fire - Pyro SOP Solver, Houdini Tutorial

1 rewiews
Learn top tips for Houdini 18's Pyro SOP solver, covering setup, simulation, shaping, and rendering techniques for creating realistic fire effects in 3D VFX.
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18 Lesons
48 minutes
On-Demand
Free-Video
University of Iceland

High Performance Computing

1 rewiews
Comprehensive exploration of advanced parallel computing techniques, covering MPI, OpenMP, GPU acceleration, and applications in scientific domains. Includes hands-on exercises for practical skill development.
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35 Lesons
1 day 2 hours
On-Demand
Free-Video
Stanford University

Stanford Seminar - Algorithmic Extremism- Examining YouTube's Rabbit Hole of Radicalization

0 rewiews
Examination of YouTube's recommendation algorithm, challenging claims of far-right radicalization. Data analysis reveals a preference for mainstream media over fringe content, with implications for online political discourse.
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22 Lesons
43 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Accelerating ML Recommendation with Over a Thousand RISC-V-Tensor Processors

0 rewiews
Explore Esperanto's innovative 7nm chip with 1000+ RISC-V processors, designed for efficient ML recommendation. Learn about its architecture, performance, and energy-saving features.
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23 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

0 rewiews
Explore dataflow history, AI-HPC convergence, and Groq's tensor streaming processor architecture. Learn about stream programming, deterministic execution, and distributed scale-out systems for efficient deep learning computations.
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22 Lesons
1 hour 46 minutes
On-Demand
Free-Video
Stanford University

Tiny Functions for Codecs, Compilation, and - Maybe - Soon Everything

0 rewiews
Exploring the potential of tiny, pure functions in improving network systems, video codecs, and cloud computing, with real-world examples and future applications.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

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

0 rewiews
Explore NVIDIA GPU's evolution from gaming to deep learning, covering key architectures and applications in supercomputing, data centers, and autonomous vehicles.
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34 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Carnegie Mellon University

Advanced Database Systems - Spring 2018

0 rewiews
Explore advanced database systems, covering in-memory databases, query optimization, concurrency control, indexing, storage models, logging, and parallel execution techniques for high-performance data management.
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25 Lesons
1 day 7 hours
On-Demand
Free-Video
Devoxx

Pushing Java to the Limits: Processing a Billion Rows in Under 2 Seconds

0 rewiews
Dive into an in-depth conference talk exploring how to optimize Java performance for processing massive datasets. Learn about the journey from a 4-minute reference implementation to parsing one billion rows of weather data in under two seconds. Discover…
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1 Lesons
2 hours 57 minutes
On-Demand
Free-Video
The Julia Programming Language

Advancements in Peridynamics.jl for Dynamic Fracture Simulations

0 rewiews
Explore the latest advancements in Peridynamics.jl for dynamic fracture simulations in this 25-minute conference talk presented at JuliaCon 2024. Dive into the nonlocal continuum formulation of Peridynamics, which uses integro-differential equations to m…
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1 Lesons
25 minutes
On-Demand
Free-Video
Trelis Research

Synthetic Data Generation and Fine-tuning for OpenAI GPT-4 or Llama 3

0 rewiews
Dive into an extensive tutorial on synthetic data generation and fine-tuning techniques for large language models like OpenAI GPT-4o and Llama 3. Learn how to create synthetic questions and answers, implement chain of thought reasoning, and augment data…
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42 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Devoxx

Running Open Large Language Models in Production with Ollama and Serverless GPUs

0 rewiews
Explore the deployment of open large language models in production environments using Ollama and serverless GPUs. Learn why companies are increasingly interested in running open models like Gemma and Llama, which offer full control over deployment, model…
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1 Lesons
43 minutes
On-Demand
Free-Video
Devoxx

One Billion Row Challenge: Optimizing Java for Massive Data Processing

0 rewiews
Explore efficient techniques for processing massive CSV files in Java, including parallelization, optimized parsing, and custom data structures. Learn from the One Billion Row Challenge.
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1 Lesons
49 minutes
On-Demand
Free-Video
The Julia Programming Language

Sustainable Development of Stencil-based HPC Applications - JuliaCon 2024

0 rewiews
Explore sustainable HPC application development using Julia packages for stencil-based computations, achieving scalable performance and portability across diverse hardware architectures.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Julia Programming Language

NeuroTree - A Differentiable Tree Operator for Tabular Data

0 rewiews
Explore NeuroTree, a differentiable tree operator for tabular data, addressing traditional tree limitations through simultaneous node learning and built-in ensemble techniques.
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1 Lesons
12 minutes
On-Demand
Free-Video
The Julia Programming Language

Training Llama 2 in Julia - Scaling Large Language Models

0 rewiews
Explore scaling techniques for training large neural networks like Llama2 using Julia, including multi-GPU parallelization and fine-tuning methods for efficient model adaptation.
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1 Lesons
31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Data Versioning in Generative AI: A Pathway to Cost-Effective ML

0 rewiews
Explore data versioning strategies for Generative AI, focusing on managing large-scale unstructured data and optimizing resource usage in model scoring and API interactions.
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1 Lesons
27 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Training LLMs: Lessons from the Trenches

0 rewiews
Discover key insights and challenges in training large language models across hundreds of GPUs, from data handling to resource management.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Supercharging Recommender Systems - Unleashing the Power of Distributed Model Training

0 rewiews
Explore distributed model training techniques to enhance recommender systems, boosting performance and scalability for production environments.
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1 Lesons
22 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

From Idea to Production: AI Infrastructure for Scaling LLM Applications

0 rewiews
Explore strategies for scaling LLM applications from beta to production, addressing challenges and building adaptable AI infrastructure for evolving models and workflows.
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1 Lesons
38 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Data Versioning in Generative AI - A Pathway to Cost-effective Machine Learning

0 rewiews
Explore data versioning strategies for generative AI, focusing on cost-effective techniques to minimize processing time and API calls while enhancing collaboration and efficient versioning of annotations and embeddings.
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1 Lesons
35 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Running ML Inference Services in Shared Hosting Environments

0 rewiews
Optimize ML inference in shared hosting: Learn to boost latency, throughput, and resource utilization through queue management and OpenMP tuning.
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1 Lesons
26 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Scale and Accelerate Distributed Model Training in Kubernetes Clusters

0 rewiews
Orchestrate and accelerate distributed deep learning workloads across multiple GPUs and nodes using Kubernetes, Kubeflow PytorchJob, RDMA, RoCE, and SRIOV for near-linear performance scaling.
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1 Lesons
49 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

MLOps is Just HPC in Disguise - A Real-World, No-Nonsense Guide to Upgrading Your Workflow

0 rewiews
Upgrade your ML workflow with efficient tools and techniques for automating tasks, managing resources, and streamlining production deployment in this practical guide to MLOps.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Critical Use of MLOps in Finance Using Cloud-Managed ML Services That Scale

0 rewiews
Leverage MLOps to improve quality and consistency of machine learning solutions in finance. Accelerate model experimentation, deployment, and tracking using cloud-managed services for efficient scaling.
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1 Lesons
38 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

WarpDrive: Orders of Magnitude Faster Multi-Agent Deep Reinforcement Learning on a GPU

0 rewiews
Accelerate multi-agent deep reinforcement learning with WarpDrive, an open-source framework enabling end-to-end GPU execution. Explore features like automatic GPU tuning and distributed training for improved efficiency and scalability.
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1 Lesons
56 minutes
On-Demand
Free-Video
WestGrid

Best Practices in HPC and HTC Environments

0 rewiews
Discover best practices for optimizing performance in High Performance and High Throughput Computing environments.
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1 Lesons
38 minutes
On-Demand
Free-Video
Anyscale

Faster Model Serving with Ray and Anyscale - Ray Summit 2024

0 rewiews
Explore Ray Serve's capabilities for distributed model serving and deployment, focusing on Anyscale's solutions for large-scale AI models and the challenges of building AI applications in the era of generative AI.
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1 Lesons
31 minutes
On-Demand
Free-Video
cpponsea

Unlock the Power of Parallel Computing With SWAR (SIMD Within A Register)

0 rewiews
Unlock parallel computing power with SWAR technique. Explore SIMD-like operations using conventional CPU registers, boosting performance for hash tables, string functions, and more. Dive into benchmarks and real-world applications.
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1 Lesons
43 minutes
On-Demand
Free-Video

Fortran with OpenMP

0 rewiews
Learn parallel programming in Fortran using OpenMP. Master threads, clauses, work sharing, and optimization techniques for high-performance computing applications.
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30 Lesons
6 hours
On-Demand
Free-Video

CUDA

0 rewiews
Comprehensive introduction to CUDA programming, covering architecture, memory, terminologies, and practical implementations for vector and matrix operations on GPUs.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

CUDA Tutorials

0 rewiews
Learn to program NVIDIA GPUs with CUDA, covering basics, kernels, memory, parallel algorithms, shared memory, and the Thrust library for efficient GPU computing.
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11 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Lucid Programming

Multiprocessing

0 rewiews
Learn Python multiprocessing concepts including locks, logging, pools, and process communication for efficient parallel programming.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Computer Vision and OpenCV Tutorial in C++

0 rewiews
Learn computer vision and OpenCV in C++, covering installation, image processing, object detection, depth estimation, and GPU acceleration. Gain practical skills for real-world applications.
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76 Lesons
1 day 2 hours
On-Demand
Free-Video

OpenCV DNN

0 rewiews
Learn to deploy neural networks for object detection, depth estimation, and point cloud creation using OpenCV DNN module with Python and C++. Explore GPU acceleration and custom YOLOv5 models.
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11 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Pytorch Tutorial

0 rewiews
Learn PyTorch fundamentals, from installation to advanced applications. Master tensors, backpropagation, and deep learning techniques for real-world data science projects.
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6 Lesons
3 hours 30 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia for High-Performance Computing - JuliaCon 2022

0 rewiews
Explore Julia's capabilities for high-performance computing through expert talks on scalability, GPU support, MPI integration, and real-world applications in scientific and engineering domains.
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13 Lesons
2 hours 20 minutes
On-Demand
Free-Video
The Julia Programming Language

Easy and Featureful Parallelism with Dagger.jl - JuliaCon 2021

0 rewiews
Explore advanced parallelism in Julia with Dagger.jl, offering GPU execution, fault tolerance, and efficient resource utilization. Learn through practical examples and discover its powerful features.
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16 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia: Great Language or the Greatest Language - Keynote by Jan Vitek

0 rewiews
Keynote explores Julia's design, implementation, and performance, covering subtyping algorithms, type stability, and JIT compilation. Insights into language evolution and scientific programming revolution.
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31 Lesons
50 minutes
On-Demand
Free-Video
The Julia Programming Language

GPU Programming in Julia - Workshop

0 rewiews
Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.
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27 Lesons
3 hours 5 minutes
On-Demand
Free-Video
The Julia Programming Language

Loop Analysis and Vectorization in Julia - JuliaCon 2020

0 rewiews
Explore LoopVectorization.jl for efficient loop representation, cost modeling, and vectorization strategies in Julia, enhancing performance through intra-core parallelism and SIMD operations.
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15 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Multi-threading in Julia with PARTR - JuliaCon 2019

0 rewiews
Explore multi-threading in Julia with PARTR, covering old and new features, future developments, and practical examples. Includes performance comparisons and Q&A on threading models and implementation details.
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22 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Shared Memory Parallelism in Julia with Multi-Threading - Parallel Depth-First Scheduling

0 rewiews
Explore efficient shared memory parallelism in Julia using multi-threading, focusing on nested parallelism and the parallel depth-first scheduling approach for improved performance.
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24 Lesons
27 minutes
On-Demand
Free-Video
LambdaTest

How Does Enterprise Accelerate Test and Release Velocity - LambdaTest Webinar

0 rewiews
Discover strategies to accelerate test execution and release velocity in enterprise environments. Learn about automation testing best practices, DevOps tools, and actionable techniques to improve software delivery speed.
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12 Lesons
1 hour 14 minutes
On-Demand
Free-Video
LambdaTest

JavaScript Test Automation Complete Tutorial - Selenium WebDriver With JavaScript

0 rewiews
Comprehensive tutorial on JavaScript test automation with Selenium WebDriver, covering setup, assertions, parallel testing, reporting, cloud execution, headless testing, and parameterization.
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10 Lesons
2 hours 48 minutes
On-Demand
Free-Video
Pragmatic AI Labs

K-Means Clustering - Theory, Algorithm, Implementation, Scaling

0 rewiews
Comprehensive exploration of k-means clustering, covering theory, implementation, and scaling techniques. Includes hands-on demonstrations and practical applications using cloud computing resources.
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11 Lesons
26 minutes
On-Demand
Free-Video
TensorFlow

Distributed TensorFlow Training - Google I/O 2018

0 rewiews
Learn to scale TensorFlow training across multiple GPUs and machines efficiently. Explore distribution strategies, performance optimization techniques, and practical implementation using Google Cloud.
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23 Lesons
35 minutes
On-Demand
Free-Video
Anyscale

Evolving Ray Core - Scalability, Reliability, and Compiled Graphs

0 rewiews
Discover the latest advancements in Ray Core's architecture, including streaming generators, weekly releases, and the new Compiled Graphs backend for enhanced performance in accelerator-driven computing environments.
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1 Lesons
37 minutes
On-Demand
Free-Video
Anyscale

The Evolution of Multi-GPU Inference in vLLM

0 rewiews
Dive into advanced parallelism strategies for distributed LLM inference, exploring tensor, pipeline, and expert parallelism techniques through vLLM's architecture and optimization approaches.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

SeismicWaves.jl - Wave Simulation Package for Full Waveform Inversion on Multi-xPUs

0 rewiews
Discover how SeismicWaves.jl enables efficient wave equation solving through finite-difference methods, offering high-performance computing capabilities for both small-scale prototyping and large-scale simulations.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Julia Programming Language

Improving the Life-Cycle of Tensor Algorithm Development with ITensors

0 rewiews
Explore advanced tensor algorithm development in Julia, focusing on generic programming strategies for efficient computation across CPU, GPU, and QPU architectures using the ITensors framework.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

Seamless Transition from Single-core Python to Julia Multi-GPU

0 rewiews
Discover how to transform single-core Python code into scalable Julia applications for GPU supercomputers, with focus on automatic verification and parallel computing optimization.
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1 Lesons
21 minutes
On-Demand
Free-Video

爬虫基础教学 Python Scraping 教程

0 rewiews
从网页结构到高效爬虫库，全面学习Python网络爬虫技术。掌握BeautifulSoup、Requests、多进程、异步加载、Selenium和Scrapy等工具，实现高效数据采集。
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13 Lesons
2 hours 30 minutes
On-Demand
Free-Video
5 Minutes Engineering

CUDA Explained Five Minutes

0 rewiews
Comprehensive overview of CUDA architecture, parallel computing, and programming model, covering key concepts and applications in an accessible Hindi-language format.
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7 Lesons
30 minutes
On-Demand
Free-Video
tinyML

The Road to Innovation for AI Chips in China

0 rewiews
Explore China's AI chip innovation landscape, including market growth, startups, academic advancements, and emerging technologies like reconfigurable computing and neuromorphic chips.
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22 Lesons
38 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

ML Training Acceleration with Heterogeneous Resources in ByteDance

0 rewiews
探讨如何利用字节跳动的异构计算资源加速机器学习模型训练,包括GPU共享机制、NUMA亲和性资源分配和RDMA网络通信等技术。
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6 Lesons
19 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Practice of Building AI Training Clusters Based on Kubernetes and RoCEv2

0 rewiews
探讨基于Kubernetes和RoCEv2构建AI训练集群的实践,包括网络集成、资源调度和任务优化等方面的挑战与解决方案,助力提升AI训练效率。
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1 Lesons
42 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Boost ML on Heterogeneous AI Accelerators with Ray on Kubernetes

0 rewiews
探讨如何在Kubernetes上利用Ray和图编译器自动提升异构AI加速器的机器学习性能,无需修改用户代码,实现透明的后端加速。
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1 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Unlocking Heterogeneous AI Infrastructure K8s Cluster: Leveraging the Power of HAMi

0 rewiews
Explore HAMi project for managing diverse AI devices in K8s clusters. Learn unified scheduling, GPU sharing, flexible policies, and real-world case studies to optimize heterogeneous AI infrastructure.
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1 Lesons
40 minutes
On-Demand
Free-Video
QCHEM LAB at KNU

DFT on Expensive GPU-based Supercomputer

0 rewiews
Explore advanced density functional theory computations using high-performance GPU supercomputers for cutting-edge quantum chemistry research.
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1 Lesons
25 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

VeScale - A PyTorch Native LLM Training Framework for Automatic Parallelism

0 rewiews
探索PyTorch原生框架veScale,实现大规模语言模型的自动并行训练。结合易用性和性能,助力开发者高效扩展LLM训练,无需复杂并行编程。
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1 Lesons
24 minutes
On-Demand
Free-Video
media.ccc.de

Textverarbeitung mit SIMD-Techniken - Effiziente Stringverarbeitung für moderne Anwendungen

0 rewiews
Effiziente Textverarbeitung mit SIMD-Techniken: Beschleunigung von String-Operationen durch parallele Verarbeitung mehrerer Zeichen gleichzeitig, für optimierte Leistung in modernen Anwendungen.
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1 Lesons
45 minutes
On-Demand
Free-Video
Linux Foundation

Boosting LLM Development and Training Efficiency: Automated Parallelization with MindSpore

0 rewiews
Explore automated parallelization for efficient LLM development and training using MindSpore. Learn to optimize distributed training on large-scale clusters without intrusive model modifications, accelerating AI research and implementation.
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1 Lesons
44 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 1

0 rewiews
Explore CUDA programming fundamentals for physicists, covering essential concepts and techniques to leverage GPU computing in scientific applications.
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1 Lesons
2 hours 28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación de Nvidia Cudnn y Primeros Pasos con NVCC en C++

0 rewiews
Aprende a instalar Cudnn, la biblioteca de redes neuronales profundas de CUDA, y comienza a desarrollar aplicaciones de aprendizaje automático con soporte GPU en C++.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

AirLLM: Inferencia de LLM de 70 Billones de Parámetros en GPU de 4GB - Español

0 rewiews
Aprende a realizar inferencia con un LLM de 70 billones de parámetros en una GPU doméstica de 4GB usando AirLLM. Explora técnicas avanzadas de machine learning y optimización de recursos.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Acelere su Código Python con Numba y Cupy

0 rewiews
Acelera tu código Python utilizando Numba y Cupy: compila y mueve a la GPU para optimizar el rendimiento en machine learning y ciencia de datos.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Rapids Machine Learning Training y Feature Engineering en tu GPU con CuML y CuDF

0 rewiews
Acelera el entrenamiento de modelos y la ingeniería de características utilizando GPU con CuML y CuDF para optimizar tus flujos de trabajo de aprendizaje automático.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Pandas Transformaciones en Paralelo con Dask y Pandarallel

0 rewiews
Optimiza transformaciones de datos con Dask y Pandarallel para procesamiento paralelo eficiente en Pandas, mejorando el rendimiento en grandes conjuntos de datos.
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1 Lesons
26 minutes
On-Demand
Free-Video
CIMPA UCR

Genus de Grafos de Pancakes y Pancakes Quemados: Cotas Superiores e Inferiores

0 rewiews
Explora cotas superiores e inferiores para el genus de grafos de pancakes y sus aplicaciones en bioinformática y computación paralela, utilizando sistemas de rotaciones y técnicas de permutación.
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1 Lesons
55 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 4

0 rewiews
Explore advanced CUDA concepts for physicists: reduction operations, specialized libraries, and optimizing GPU-accelerated computations for scientific applications.
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1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Nvidia

Creating Intelligent Machines with the Isaac SDK - NVIDIA Webinar

0 rewiews
Learn to program, simulate, and deploy robotic applications using NVIDIA's Isaac SDK. Covers codelets, compute-graphs, simulation testing, and Jetson deployment, with hands-on examples and Q&A.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
OWASP Foundation

Adventures in Reviewing Mountains of Code

0 rewiews
Explore strategies for efficiently reviewing large codebases, including experiments, tools, and unexpected challenges encountered during a 2.6 million line code assessment.
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29 Lesons
33 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Security of Heterogeneous Systems

0 rewiews
Explore microarchitectural attacks on heterogeneous systems, focusing on GPU vulnerabilities. Learn about covert channels, website fingerprinting, and defense strategies for integrated CPU-GPU architectures.
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27 Lesons
38 minutes
On-Demand
Free-Video
Inside Livermore Lab

A Full-Wave Electromagnetic Simulator for Frequency-Domain S-Parameter Calculations

0 rewiews
Explore an open-source electromagnetic simulator for S-parameter calculations, featuring adaptive mesh refinement, arbitrary order finite elements, and parallel processing using MFEM.
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1 Lesons
57 minutes
On-Demand
Free-Video
Inside Livermore Lab

MFEM Workshop 2023 - Recent Developments in Modular Finite Element Methods

0 rewiews
Explore recent advancements in MFEM, including GPU optimizations, new mini-apps, and integrations with scientific software libraries for high-order finite element calculations.
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1 Lesons
28 minutes
On-Demand
Free-Video
Inside Livermore Lab

Contact Constraint Enforcement Using the Tribol Interface Physics Library - MFEM Workshop 2023

0 rewiews
Explore contact constraint enforcement in scientific simulations using Tribol, an open-source library for MFEM. Learn about MPI parallel implementation, Lagrangian methods, and integration with MFEM-based codes.
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1 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

The OpenAMP Project: Standardizing Interactions in Heterogeneous Embedded Systems

0 rewiews
Explore standardization of interactions in heterogeneous embedded systems, OpenAMP project history, working groups, and future developments for simplified software environments.
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10 Lesons
49 minutes
On-Demand
Free-Video
BSidesLV

Passwords 101 - History, Cracking Techniques, and Defenses

0 rewiews
Explore password hashing history, cracking techniques, and defenses. Learn about tools, wordlists, custom rules, and CPU vs GPU tradeoffs in this comprehensive overview of password security.
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1 Lesons
41 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Covariance and Subspace Inference: Handling Robustness, Variability and Heterogeneity

0 rewiews
Explore covariance matrix inference and PCA for non-regular data, covering mixed effects models, Gaussian assumptions, outlier handling, and applications in radio-interferometry calibration and imaging.
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1 Lesons
38 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Accelerated Audio Computing: From Problem to Solution

0 rewiews
Explore accelerated audio computing advancements: technology progress, use cases, SDK vision, and industry standards. Engage in shaping the future of GPU-powered audio processing.
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1 Lesons
41 minutes
On-Demand
Free-Video
OffensiveCon

Password Cracking: Past, Present, Future - Keynote

0 rewiews
Explore the evolution and future of password cracking techniques with insights from a renowned security expert. Gain valuable knowledge on cybersecurity challenges and solutions.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Inside Livermore Lab

MFEM: High-Performance Finite Element Methods Tutorial - 2024

0 rewiews
Explore MFEM, a parallel C++ library for finite element methods. Learn to develop scalable algorithms for various platforms, from laptops to supercomputers.
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1 Lesons
1 hour 57 minutes
On-Demand
Free-Video
Inside Livermore Lab

The Netgen/NGSolve Finite Element Software - Overview and Applications

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Explore Netgen/NGSolve finite element software: overview, Python scripting, teaching applications, and recent developments in matrix-valued elements, GPU utilization, and time-dependent problems.
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12 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Inside Livermore Lab

The State of MFEM - Workshop 2022

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Explore MFEM's high-order mathematical calculations for scientific simulations, including key capabilities, examples, and future plans. Learn about the project's growth and recent software release.
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10 Lesons
16 minutes
On-Demand
Free-Video
Inside Livermore Lab

Palace: Parallel Large-scale Computational Electromagnetics - MFEM Workshop 2023

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Explore Palace, a parallel finite element code for full-wave electromagnetics simulations, and its capabilities for large-scale 3D modeling in quantum computing hardware design.
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1 Lesons
22 minutes
On-Demand
Free-Video
Inside Livermore Lab

The State of MFEM - Workshop 2023

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Explore MFEM's key capabilities, recent developments, and future directions in high-order finite element methods for scientific simulations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Inside Livermore Lab

Recent Developments in MFEM - Workshop 2022

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Explore recent developments in MFEM, including sub-mesh extraction, GPU-based calculations, and integrations with scientific software libraries for high-order finite element simulations.
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9 Lesons
28 minutes
On-Demand
Free-Video
OSACon

Prestissimo: The Next Generation C++ Based Presto SQL Query Engine

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Discover how Prestissimo revolutionizes Presto SQL engine with C++ runtime, delivering enhanced performance, efficient memory management, and improved CPU utilization through vectorization and runtime optimizations.
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1 Lesons
10 minutes
On-Demand
Free-Video
SNIAVideo

CXL Enabling an Interoperable Ecosystem for Heterogeneous Memory and Computing Solutions

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Explore the CXL 3.0 specification's advanced features for heterogeneous computing, including enhanced memory sharing, coherency improvements, and expanded fabric capabilities for high-performance workloads.
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1 Lesons
45 minutes
On-Demand
Free-Video
SNIAVideo

Server Fabrics and the Evolution to CXL 3.0 - Memory and Resource Management in Heterogeneous Computing

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Explore the evolution of CXL technology and server fabrics, focusing on memory management, resource pooling, and system architecture improvements for enhanced computing performance.
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10 Lesons
16 minutes
On-Demand
Free-Video
SNIAVideo

Big-Disk Computational Storage Array for High Performance Data Analytics

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Explore high-performance computational storage solutions for data analytics, focusing on UCIe standards, chiplet interoperability, and power-efficient performance across cloud, edge, and client computing infrastructures.
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1 Lesons
20 minutes
On-Demand
Free-Video
Alan Turing Institute

AIUK 2022 Workshop - RADDISH: Real-Time Data Assimilation for Digital Twins

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Explore real-time data assimilation for digital twins using particle filtering techniques, with interactive demonstrations and discussions on parallelization, future applications, and implementation challenges.
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43 Lesons
57 minutes
On-Demand
Free-Video
Databricks

Advancing GPU Analytics with RAPIDS Accelerator for Apache Spark and Alluxio

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Learn to accelerate GPU analytics using RAPIDS for Apache Spark and Alluxio, enabling faster data access and processing for AI and analytics workloads across any cloud environment.
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15 Lesons
27 minutes
On-Demand
Free-Video
Databricks

A Collaborative Data Science Development Workflow Using Kedro and MLflow

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Explore a collaborative data science workflow using Kedro pipelines, MLflow tracking, and cloud-agnostic GPU containers for efficient model development, training, and production deployment.
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13 Lesons
24 minutes
On-Demand
Free-Video
Databricks

Presto on Apache Spark - A Tale of Two Computation Engines

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Explore the integration of Presto and Spark, combining low-latency evaluation with robust execution for enhanced SQL experience in both interactive and batch use cases at Facebook scale.
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17 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Accelerating Apache Spark with GPUs Using RAPIDS

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Explore GPU acceleration for data science with RAPIDS, offering significant performance gains over CPU-only solutions. Learn its functionality, architecture, and integration with Apache Spark for large-scale computation.
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10 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Implementing End-to-End Demand Forecasting with Databricks and MLflow

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Discover how to implement a scalable demand forecasting solution using Databricks and MLflow, improving retail efficiency and reducing food waste through accurate production and delivery planning.
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16 Lesons
36 minutes
On-Demand
Free-Video