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NVIDIA DALI Data Loading Library for Deep Learning Applications

The Machine Learning Engineer via YouTube

Overview

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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