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#TPUs

Showing: 33 courses
Kaggle

Deep Learning

1 rewiews
Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.
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13 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Accelerators Made Easy - Improving MLOps at Loblaw Digital Using Vertex AI

0 rewiews
Leverage Vertex AI for efficient matrix multiplication in MLOps. Build scalable recommendation engines using Google Cloud Platform's tools for improved product relevance.
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1 Lesons
28 minutes
On-Demand
Free-Video
Teaching Tech

Testing the Wham Bam Carbon Fiber Plate - The Ultimate 3D Printer Bed?

0 rewiews
Comprehensive review of Wham Bam carbon fiber 3D printer bed, examining its performance with various filaments, durability, and comparison to alternatives. Insights for 3D printing enthusiasts seeking optimal print surfaces.
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15 Lesons
14 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

On-Demand Systems and Scaled Training Using the JobSet API

0 rewiews
Explore JobSet API for efficient orchestration of complex workflows, enabling scaled ML training and on-demand HPC systems. Learn deployment techniques and see results from large-scale experiments.
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1 Lesons
35 minutes
On-Demand
Free-Video
Anyscale

Scaling LLMs on Google Cloud - Synergy Between Ray, TPU, and GKE

0 rewiews
Discover how to optimize LLM deployments using Ray, TPUs, and GKE on Google Cloud, focusing on performance optimization, memory management, and large-scale orchestration techniques.
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1 Lesons
17 minutes
On-Demand
Free-Video
OpenInfra Foundation

Cross-Architecture Dynamic Migration Solution for Heterogeneous AI Acceleration Systems

0 rewiews
Discover a unified solution for seamless application migration across diverse AI accelerators, enabling cross-architecture compilation and dynamic runtime adaptation without code modifications.
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1 Lesons
11 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning Flan-T5 LLM with HuggingFace Accelerate - Tutorial

0 rewiews
Learn how to fine-tune Flan-T5 LLM using HuggingFace Accelerate for multi-GPU environments, with step-by-step guidance on preprocessing and implementation for specific downstream tasks.
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8 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning Vision Language Models with PaLiGemma-3B - A Practical Guide

0 rewiews
Master fine-tuning techniques for Vision Language Models using PyTorch and JAX FLAX, with practical examples for PaliGemma-3B implementation on free compute platforms like Google Colab and Vertex AI.
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1 Lesons
14 minutes
On-Demand
Free-Video
Venelin Valkov

Google Gemini - Technical Report on Model Architecture, Dataset, and Training

0 rewiews
Explore Google's Gemini AI model family: architecture, datasets, and performance across text, image, video, and speech benchmarks. Learn how it advances multimodal AI and sets new records.
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12 Lesons
24 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Machine Learning with JAX - From Hero to HeroPro+

0 rewiews
Advanced JAX tutorial covering PyTrees, parallelism, multi-device training, and advanced techniques for efficient machine learning model implementation and training.
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12 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Yannic Kilcher

All About AI Accelerators - GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & More

0 rewiews
Comprehensive exploration of AI accelerator technologies, from GPUs to emerging innovations like neuromorphic computing, discussing their principles, advantages, and future potential in advancing artificial intelligence.
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14 Lesons
1 hour 3 minutes
On-Demand
Free-Video
1littlecoder

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

0 rewiews
Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.
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1 Lesons
23 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Making the Most Out of Hardware Accelerators in Kubernetes Clusters

0 rewiews
Optimize GPU and TPU usage in Kubernetes clusters for MLOps. Learn efficient hardware accelerator management, scaling, and time-sharing techniques to enhance machine learning workloads.
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1 Lesons
25 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Navigating the Processing Unit Landscape in Kubernetes for AI Use Cases

0 rewiews
Explore specialized processing units for AI/ML workloads in Kubernetes. Learn about GPUs and TPUs, their strengths, and effective implementation strategies for parallel processing in AI applications.
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1 Lesons
36 minutes
On-Demand
Free-Video
Olivio Sarikas

Google I/O 2024 - Key AI Advancements and Their Implications

0 rewiews
Explore Google I/O 2024's AI innovations: Gemini upgrades, Veo video generation, Trillium TPUs, enhanced search, and Gemini Nano for Android, revolutionizing user interactions across devices and services.
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18 Lesons
25 minutes
On-Demand
Free-Video
Devoxx

Solving a Complex Game with AI and All the Google Cloud Power

0 rewiews
Explore AI-powered game solving using Google Cloud, focusing on reinforcement learning to tackle the complex 8-bit RPG "The Abbey of Crime" and overcome its challenging solution space.
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22 Lesons
50 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Intro - CNCF SIG-Runtime

0 rewiews
Explore cloud-native runtime technologies, projects, and specialized architectures with CNCF SIG-Runtime. Learn about orchestration, scheduling, and emerging trends in Edge, IoT, AI/ML, and more.
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16 Lesons
27 minutes
On-Demand
Free-Video
Tech Field Day

Optimizing Storage Solutions for AI and ML Workloads in Google Cloud

0 rewiews
Discover advanced storage solutions optimized for AI/ML workloads, featuring Anywhere Cache, HyperDisk ML, and Cloud Storage FUSE innovations that enhance data accessibility and training efficiency.
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1 Lesons
19 minutes
On-Demand
Free-Video
Tech Field Day

AI-Optimized Infrastructure and Workload Management in Google Cloud

0 rewiews
Discover how Google Cloud optimizes AI infrastructure through advanced storage solutions, accelerators, and managed services like Parallel Store and Hyperdisk ML for efficient large-scale AI operations.
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1 Lesons
10 minutes
On-Demand
Free-Video
Open Compute Project

Machine Learning Software Ecosystems: Frameworks, Compilers, and Models - Part 1

0 rewiews
Explore the landscape of ML frameworks, compilers, and models while understanding performance considerations for various hardware platforms and edge computing requirements.
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1 Lesons
17 minutes
On-Demand
Free-Video
USENIX

Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement

0 rewiews
Optimize ML data preprocessing costs with Pecan's dynamic worker scheduling and transformation reordering, reducing preprocessing expenses by 87% and total training costs by up to 60%.
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1 Lesons
21 minutes
On-Demand
Free-Video
Google Cloud Tech

Accelerate PyTorch Workloads with PyTorch/XLA

0 rewiews
Optimize PyTorch performance on Google Cloud AI Accelerators using XLA compiler. Learn about high-speed training and inference for LLaMA 2 and LLM fine-tuning with PyTorch Lightning.
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1 Lesons
31 minutes
On-Demand
Free-Video
Google Cloud Tech

Workload-Optimized and AI-Powered Infrastructure for Google Cloud

0 rewiews
Optimize AI workloads and enterprise applications with purpose-built infrastructure. Learn about supercomputing innovations, TPUs, GPUs, and AI-powered assistance for efficient operations.
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21 Lesons
48 minutes
On-Demand
Free-Video
Tech Field Day

Running Enterprise Workloads in Google Cloud - Optimizing Infrastructure and Performance

0 rewiews
Discover how Google Cloud optimizes enterprise infrastructure through Titanium technology, offering enhanced performance, reliability, and cost efficiency for VMware, SAP, and Microsoft workloads.
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1 Lesons
52 minutes
On-Demand
Free-Video
Tech Field Day

Google Cloud Network Infrastructure for AI and Machine Learning

0 rewiews
Discover how Google Cloud's advanced network infrastructure enables efficient AI/ML workloads through dual-network architecture, hardware acceleration, and intelligent load balancing for optimal performance and scalability.
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1 Lesons
45 minutes
On-Demand
Free-Video
Tech Field Day

AI Workloads and Hardware Accelerators - Introducing the Google Cloud AI Hypercomputer

0 rewiews
Discover how Google Cloud's AI Hypercomputer revolutionizes AI workload management with advanced GPUs, TPUs, and dynamic scheduling, enabling efficient, scalable, and sustainable enterprise AI solutions.
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1 Lesons
39 minutes
On-Demand
Free-Video
Tech Field Day

Introduction to Google Cloud Vertex AI Platform - Enterprise AI Development and Deployment

0 rewiews
Discover how Vertex AI leverages TPUs and transformer architecture to enable multimodal AI processing across text, images, audio, and video, with enterprise-ready features for secure, customizable AI implementation.
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1 Lesons
31 minutes
On-Demand
Free-Video
Google Cloud Tech

Accelerate AI Inference Workloads with Google Cloud TPUs and GPUs

0 rewiews
Optimize AI inference using Google Cloud's TPUs and GPUs. Compare accelerators for various workloads, deploy efficiently, and implement cost-effective strategies for high-performance model deployment.
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1 Lesons
37 minutes
On-Demand
Free-Video
Google Cloud Tech

Accelerate AI Training Workloads with Google Cloud TPUs and GPUs

0 rewiews
Explore key considerations for choosing TPUs and GPUs, optimize AI training workflows, and discover best practices for performance and cost-effectiveness on Google Cloud.
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16 Lesons
44 minutes
On-Demand
Free-Video
Google Cloud Tech

Take Large Scale AI from Research to Production with Google Cloud's AI Hypercomputer

0 rewiews
Discover Google Cloud's AI Hypercomputer: a supercomputing architecture optimizing hardware, software, and consumption models for efficient AI deployment at scale. Gain insights from Kakao Brain and Nuro's experiences.
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1 Lesons
49 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Brag Your RAG with MLOps - Building Scalable GenAI Solutions on Kubernetes

0 rewiews
Discover how to build and deploy scalable RAG applications using LangChain, Canopy, and PostgreSQL Vector database on Kubernetes, while implementing effective MLOps strategies for GenAI solutions.
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1 Lesons
30 minutes
On-Demand
Free-Video
Anyscale

Building Scalable AI Infrastructure with KubeRay and Kubernetes

0 rewiews
Master scalable AI infrastructure deployment using KubeRay and Kubernetes, covering gang scheduling, distributed checkpointing, and integration with cloud providers for efficient AI workload management.
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1 Lesons
31 minutes
On-Demand
Free-Video
LF Networking

WebAssembly Based AI as a Service on the Edge with Kubernetes

0 rewiews
Discover how to deploy machine learning models as serverless functions using WebAssembly and Kubernetes at the edge, focusing on WasmEdge runtime and WASI for optimal performance and security.
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1 Lesons
35 minutes
On-Demand
Free-Video