Learn PyTorch with Best Online PyTorch Courses & Tutorials

Do you want to learn PyTorch? Here we listed Best Free PyTorch Courses which will help you learn PyTorch, with online video tutorials taught by industry experts and are suitable for beginners, intermediate learners as well as experts.

Intro to Deep Learning with PyTorch

By the end of the course, you’ll be able to learn

Discover the basic concepts of deep learning such as neural networks and gradient descent
Implement a neural network in NumPy and train it using gradient descent with in-class programming exercises
Build a neural network to predict student admissions
Hear from Soumith Chintala, the creator of PyTorch, how the framework came to be, where it’s being used now, and how it’s changing the future of deep learning
Build your first neural network with PyTorch to classify images of clothing
Work through a set of Jupyter Notebooks to learn the major components of PyTorch
Load a pre-trained neural network to build a state-of-the-art image classifier
Use PyTorch to build Convolutional Neural Networks for state-of-the-art computer vision applications
Train a convolutional network to classify dog breeds from images of dogs
Use a pre-trained convolutional network to create new art by merging the style of one image with the content of another image
Build recurrent neural networks with PyTorch that can learn from sequential data such as natural language
Implement a network that learns from Tolstoy’s Anna Karenina to generate new text based on the novel
Use PyTorch to implement a recurrent neural network that can classify text
Use your network to predict the sentiment of movie reviews
Soumith Chintala teaches you how to deploy deep learning models with PyTorch
Build a chatbot and compile the network for deployment in a production environment

Duration: Approx. 2 Months
Offered by: Facebook
URL: https://www.udacity.com/course/deep-learning-pytorch--ud188

Learning PyTorch with Examples

By the end of the tutorial, you’ll be able to learn

This tutorial introduces the fundamental concepts of PyTorch through self-contained examples

Offered by: Justin Johnson
URL: https://pytorch.org/tutorials/beginner/pytorch_with_examples.html

Deep Learning with PyTorch: A 60 Minute Blitz

By the end of the tutorial, you’ll be able to learn

Understand PyTorch’s Tensor library and neural networks at a high level.
Train a small neural network to classify images

Offered by: Soumith Chintala
URL: https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html

Deep Learning with Python and PyTorch

By the end of the course, you’ll be able to learn

Explain and apply knowledge of Deep Neural Networks and related machine learning methods;
Know how to use Python, and Python libraries such as Numpy and Pandas along with the PyTorch library for Deep Learning applications;
Build Deep Neural Networks using PyTorch.

Duration: 6 Weeks (2–4 hours per week)
Offered by: IBM
URL: https://www.edx.org/course/deep-learning-with-python-and-pytorch

Deep Neural Networks with PyTorch

By the end of the course, you’ll be able to learn

explain and apply their knowledge of Deep Neural Networks and related machine learning methods
know how to use Python libraries such as PyTorch for Deep Learning applications
build Deep Neural Networks using PyTorch

Duration: Approx. 30 hours
Rating: 4.4 (503 ratings) out of 5 
Offered by: IBM (Joseph Santarcangelo)
URL: https://www.coursera.org/learn/deep-neural-networks-with-pytorch

Introduction to Deep Learning with PyTorch

By the end of the course, you’ll be able to learn

Learn to create deep learning models with the PyTorch library.

Duration: 4 hours
Offered by: datacamp
URL: https://www.datacamp.com/courses/deep-learning-with-pytorch

Pytorch Tutorial for Deep Learning Lovers

By the end of the course, you’ll be able to learn

Basics of Pytorch (Matrices, Math, Variable)
Linear Regression
Logistic Regression
Artificial Neural Network (ANN)
Concolutional Neural Network (CNN)
Recurrent Neural Network (RNN)
Long-Short Term Memory (LSTM)

Offered by: Digit Recognizer
URL: https://www.kaggle.com/kanncaa1/pytorch-tutorial-for-deep-learning-lovers

Deep Learning with PyTorch – Zero to GANs

By the end of the course, you’ll be able to learn

Introduction to Deep Learning using PyTorch

Duration: 1hr 33min
Rating: 4.1 (132 ratings) out of 5 
Offered by: Aakash N S
URL: https://www.udemy.com/course/pytorch-zero-to-gans/

Deep Learning with PyTorch for Beginners

By the end of the course, you’ll be able to learn

Introduction to Machine Learning and Deep Learning
PyTorch Basics: Tensors & Gradients
Linear Regression with PyTorch
Working with Image Data in PyTorch
Image Classification using Convolutional Neural Networks
Residual Networks, Data Augmentation and Regularization Techniques
Generative Adverserial Networks

Duration: 1hr 32min
Rating: 4.1 (29 ratings) out of 5 
Offered by: Aakash N S
URL: https://www.udemy.com/course/deep-learning-with-pytorch-for-beginners-part-1/

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