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NVIDIA DALI Data Loading Library for Deep Learning Applications

Offered By: The Machine Learning Engineer via YouTube

Tags

Machine Learning Courses Deep Learning Courses Neural Networks Courses Image Processing Courses Audio Processing Courses Data Preprocessing Courses GPU Acceleration Courses

Course Description

Overview

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Explore the NVIDIA Data Loading Library (DALI) in this comprehensive 53-minute video tutorial. Dive into the GPU-accelerated library designed to enhance data loading and pre-processing for deep learning applications. Learn how DALI provides a collection of highly optimized building blocks for efficiently handling image, video, and audio data. Discover how to implement DALI as a portable drop-in replacement for built-in data loaders and iterators in popular deep learning frameworks. Access the accompanying code on GitHub to follow along and gain hands-on experience with practical examples. Enhance your machine learning and data science skills by mastering this powerful tool for accelerating deep learning workflows.

Syllabus

NVIDIA AI: Nvidia DALI Data Loading Library #datascience #machinelearning


Taught by

The Machine Learning Engineer

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