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PyTorch is a deep learning framework for used to build artificial intelligence software with Python. Learn how to build a basic neural ...
YouTube-Fireship
2023/03/20Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
YouTube-freeCodeCamp.org
2022/10/06Introduction
2. The number one rule of ML
6. What can deep learning be used for?
10. How to (and how not to) approach this course
14. Creating tensors
20. Matrix multiplication
27. Selecting data (indexing)
30. Accessing a GPU
35. Creating a dataset with linear regression
41. Checking out the internals of our model
45. PyTorch training loop intuition
54. Putting everything together
64. Turing our data into tensors
69. Loss, optimizer and evaluation functions for classification
76. Creating a straight line dataset
88. Troubleshooting a mutli-class model
95. TorchVision
103. Training and testing loops for batched data
112. Convolutional neural networks (overview)
118. Training our first CNN
126. Introduction to custom datasets
136. Creating image DataLoaders
143. Data augmentation
151. Plotting model 0 loss curves
157. Predicting on custom data
Check out watsonx: https://ibm.biz/BdvDnq PyTorch is a popular open-source framework for machine learning and deep learning, backed by the ...
YouTube-IBM Technology
2023/10/11Welcome to the official PyTorch YouTube Channel. Learn about the latest PyTorch tutorials, new, and more. PyTorch is an open source machine learning ...
YouTube-PyTorch
2019/10/16In the first video of this series, we give a broad overview of the parts of the PyTorch toolchain, including: Tensors, automatic gradient ...
YouTube-PyTorch
2021/04/16Code: https://github.com/rasbt/machine-learning-notes/blob/main/demos/basic-pytorch-cnn-for-3-ele-pytorch-video.ipynb Slides: ...
YouTube-Sebastian Raschka
2022/05/10動画の見どころ1/10枚目 Three elements of PyTorch
動画の見どころ2/10枚目 (1) Tensor library
動画の見どころ3/10枚目 (2) Automatic differentiation engine
動画の見どころ4/10枚目 (3) Deep learning library
動画の見どころ5/10枚目 PyTorch in 3 Steps
動画の見どころ6/10枚目 Step 1: defining the model
動画の見どころ7/10枚目 Step 2: defining the training loop
動画の見どころ8/10枚目 Step 3: defining the dataset
動画の見どころ9/10枚目 Why do I like PyTorch?
動画の見どころ10/10枚目 Hands-on code demo
I'll explain PyTorch's key features and compare it to the current most popular deep learning framework in the world (Tensorflow).
YouTube-Siraj Raval
2017/04/30動画の見どころ1/10枚目 Intro
動画の見どころ2/10枚目 Imperative Programming
動画の見どころ3/10枚目 Symbolic programming
動画の見どころ4/10枚目 Symbolic vs Imperative
動画の見どころ5/10枚目 Dynamic computation graphing
動画の見どころ6/10枚目 Dynamic Graphs
動画の見どころ7/10枚目 Building a 2-layer neural network in PyTorch
動画の見どころ8/10枚目 Forward pass
動画の見どころ9/10枚目 Backpropagation
動画の見どころ10/10枚目 The Summary
Welcome to the most beginner-friendly place on the internet to learn PyTorch for deep learning.
YouTube-Daniel Bourke
2022/07/23Hello :)
2. The number one rule of ML
6. What can deep learning be used for?
10. How to (and how not to) approach this course
14. Creating tensors
20. Matrix multiplication
27. Selecting data (indexing)
30. Accessing a GPU
35. Creating a dataset with linear regression
41. Checking out the internals of our model
45. PyTorch training loop intuition
54. Putting everything together
64. Turing our data into tensors
69. Loss, optimizer and evaluation functions for classification
76. Creating a straight line dataset
88. Troubleshooting a mutli-class model
95. TorchVision
103. Training and testing loops for batched data
112. Convolutional neural networks (overview)
118. Training our first CNN
126. Introduction to custom datasets
136. Creating image DataLoaders
143. Data augmentation
151. Plotting model 0 loss curves
157. Predicting on custom data
Looking for ways to learn #PyTorch and ML development? Get started by going through this 60 Minute Blitz tutorial. Upon completion, you'll ...
YouTube-PyTorch
2019/08/19In this video we will learn through doing! Build your very first PyTorch model that can classify images of playing cards.
YouTube-Rob Mulla
2023/10/05In this course you learn all the fundamentals to get started with PyTorch and Deep Learning. ⭐ Check out Tabnine, the FREE AI-powered code ...
YouTube-Patrick Loeber
2021/02/24Intro
1 Installation
2 Tensor Basics
3 Autograd
4 Backpropagation
5 Gradient Descent
6 Training Pipeline
7 Linear Regression
8 Logistic Regression
9 Dataset and Dataloader
10 Dataset Transforms
11 Softmax and Crossentropy
12 Activation Functions
13 Feed Forward Net
14 CNN
15 Transfer Learning
16 Tensorboard
17 Save & Load Models
PyTorch is an open source machine learning framework that accelerates the path from research prototyping to production deployment.
YouTube-PyTorch
2019/08/19... -tutorial/ Slides: https://nvlabs.github.io/eccv2020-mixed-precision-tutorial/files/szymon_migacz-pytorch-performance-tuning-guide.pdf.
YouTube-Arun Mallya
2020/08/14動画の見どころ1/10枚目 Intro
動画の見どころ2/10枚目 Asynchronous Data Loading Example
動画の見どころ3/10枚目 Increasing VRAM
動画の見どころ4/10枚目 Zeroing gradients
動画の見どころ5/10枚目 Gradient updates
動画の見どころ6/10枚目 Multi-GPU and Multi-Node Training
動画の見どころ7/10枚目 Optimizations
動画の見どころ8/10枚目 Balancing workload
動画の見どころ9/10枚目 PyTorch JIT
動画の見どころ10/10枚目 Conclusion
In this course, you will learn how to build deep learning models with PyTorch and Python. The course makes PyTorch a bit more approachable ...
YouTube-freeCodeCamp.org
2020/04/30Introduction
PyTorch Basics & Linear Regression
Image Classification with Logistic Regression
Training Deep Neural Networks on a GPU with PyTorch
Image Classification using Convolutional Neural Networks
Residual Networks, Data Augmentation and Regularization
Training Generative Adverserial Networks (GANs)
New Tutorial series about Deep Learning with PyTorch! ⭐ Check out Tabnine, the FREE AI-powered code completion tool I use to help me code ...
YouTube-Patrick Loeber
2019/12/13Enroll for Machine Learning Course and Get Yourself Job Ready: https://intellipaat.com/machine-learning-certification-training-course/ ...
YouTube-Intellipaat
2024/01/15Although we've seen how to code a simple neural network with PyTorch, we can make our lives a lot easier if we add Lightning to the mix.
YouTube-StatQuest with Josh Starmer
2022/09/19動画の見どころ1/6枚目 Awesome song and introduction
動画の見どころ2/6枚目 Review of basic PyTorch
動画の見どころ3/6枚目 Coding a pretrained neural network with PyTorch + Lightning
動画の見どころ4/6枚目 Training a neural network with PyTorch + Lightning
動画の見どころ5/6枚目 Using Lightning to find a good Learning Rate
動画の見どころ6/6枚目 Taking advantage of GPU acceleration with Lightning
DL4CV@WIS (Spring 2021) Tutorial 4: Advanced PyTorch. 6.8K views · 3 years ago ...more. Tali Dekel. 1.22K.
YouTube-Tali Dekel
2021/04/29動画の見どころ1/10枚目 Welcome
動画の見どころ2/10枚目 Vectorization
動画の見どころ3/10枚目 Multiplying a batch of matrices
動画の見どころ4/10枚目 Einstein summation scheme
動画の見どころ5/10枚目 Soft Stencils
動画の見どころ6/10枚目 Convolution-like operations
動画の見どころ7/10枚目 Convolutions
動画の見どころ8/10枚目 Block size and number of blocks
動画の見どころ9/10枚目 Data Loading and Handling
動画の見どころ10/10枚目 Conclusion
Learn how to get started with PyTorch in this Crash Course. It teaches you all important concepts about this Deep Learning framework.
YouTube-AssemblyAI
2022/07/09An example and walkthrough of how to code a simple neural network in the Pytorch-framework. Explaining it step by step and building the ...
YouTube-Aladdin Persson
2020/04/04動画の見どころ1/10枚目 Intro
動画の見どころ2/10枚目 Importing the libraries
動画の見どころ3/10枚目 Creating a fully connected network
動画の見どころ4/10枚目 Creating a small neural network
動画の見どころ5/10枚目 Neural Network hyperparameters
動画の見どころ6/10枚目 Loading data
動画の見どころ7/10枚目 Training the network
動画の見どころ8/10枚目 Data and Targets
動画の見どころ9/10枚目 Evaluating the Model
動画の見どころ10/10枚目 Conclusion