PyTorch Crash Course - Getting Started with Deep Learning

Learn how to get started with PyTorch in this Crash Course. It teaches you all important concepts about this Deep Learning framework. Resources: - PyTorch website: https://pytorch.org - Deep Learning Explained: https://youtube.com/playlist?list=PLcWfeUsAys2nPgh-gYRlexc6xvscdvHqX - 4h PyTorch Course: https://youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4 - Code: https://colab.research.google.com/drive/1eiUBpmQ4m7Lbxqi2xth1jBaL61XTKdxp?usp=sharing - PyTorch vs TensorFlow: https://www.assemblyai.com/blog/pytorch-vs-tensorflow-in-2022/ Get your Free Token for AssemblyAI Speech-To-Text API 👇https://www.assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_pat_46 ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com 🐦 Twitter: https://twitter.com/AssemblyAI 🦾 Discord: https://discord.gg/Cd8MyVJAXd ▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?sub_confirmation=1 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #MachineLearning #DeepLearning PyTorch Getting Started PyTorch Installation PyTorch Neural Net PyTorch CNN PyTorch Dataset PyTorch DataLoader PyTorch Optimization Timeline: 00:00 Intro & Overview 00:54 Installation & Overview 02:37 Tensor Basics 11:14 Autograd 17:41 Linear Regression Autograd 20:59 Model, Loss & Optimizer 27:11 Neural Network 38:08 Convolutional Neural Net