PyTorch Courses and Certifications

Nvidia

The New PyTorch Architecture for TensorRT-LLM

Explore NVIDIA's new PyTorch-based architecture for TensorRT-LLM, enhancing user experience and developer velocity for custom LLM deployments while delivering state-of-the-art performance on NVIDIA GPUs.

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

Code With Aarohi

Build a Mini GPT Model From Scratch Using PyTorch - Complete Step-by-Step Tutorial for Beginners

Discover how to build a Mini GPT language model from scratch using PyTorch with step-by-step guidance on tokenization, architecture, training, and predictions for beginners.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

AI Show Live - PyTorch Enterprise

Explore PyTorch Enterprise on Azure with Alon Bochman: Learn about the collaboration, features, and benefits of this exciting announcement from Microsoft's AI Show Live.

• YouTube
• 2 hours 8 minutes
• On-Demand
• Free Video

Intro to PyTorch Tutorial - Building Fashion Recognizer

Learn to build a fashion recognizer using PyTorch in this hands-on tutorial. Covers core functionality, network architecture, loss functions, optimizers, and TensorBoard integration for effective model training.

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

Get Started with PyTorch

Explore PyTorch's fundamentals, from data handling to model building and deployment. Learn about its unique features, strong community, and ecosystem for effective deep learning development.

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

The Julia Programming Language

PyTorch and the Journey in Open Source - Keynote by Soumith Chintala

Soumith Chintala discusses PyTorch's journey, principles, and ecosystem, exploring its development, community impact, and future directions in deep learning and open-source collaboration.

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

Databricks

Scaling Up AI Research to Production with PyTorch and MLFlow

Explore PyTorch's latest advancements in AI research and production, including distributed training, model optimization, and deployment using MLFlow, with insights on scaling and efficiency.

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

Meta

Introducing PyTorch 1.0 - A Research-Focused, Production-Ready Deep Learning Framework

Explore PyTorch 1.0, a powerful deep learning framework that bridges research and production, accelerating AI development with innovative features and tools.

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

Prodramp

Adding Layers and Forward Functions to Your Neural Network in PyTorch

Learn to create neural networks in PyTorch: design layers, implement forward functions, and adapt models for various data types. Hands-on examples cover basic to complex architectures for structured and unstructured data.

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

1littlecoder

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

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.

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

deeplizard

PyTorch DataLoader Source Code Debugging - Batch Building and Normalization

Debugging session exploring PyTorch DataLoader's inner workings, focusing on data normalization, batch building, and parameter impacts. Insights into efficient data handling for deep learning projects.

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

Weights & Biases

Supercharge Your Training With PyTorch Lightning and Weights & Biases

Learn to enhance ML pipelines using PyTorch Lightning and Weights & Biases. Discover efficient experiment tracking, advanced logging techniques, and how to leverage callbacks for improved model development and visualization.

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

AssemblyAI

PyTorch Crash Course - Getting Started with Deep Learning

Comprehensive introduction to PyTorch, covering tensor basics, autograd, linear regression, neural networks, and CNNs. Ideal for beginners in deep learning.

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

Venelin Valkov

Getting Started with PyTorch Lightning for Deep Learning

Explore PyTorch Lightning for easier Deep Learning projects, using Google's GoEmotions dataset to build an emotion classification model with practical coding examples.

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

Association for Computing Machinery (ACM)

PyTorch - A Modern Library for Machine Learning with Adam Paszke

Explore PyTorch's capabilities in machine learning, from research to production. Learn about its innovative solutions for efficient inference and its versatility across various ML scenarios.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video