Linkedin – Learning Deep Learning with PyTorch Essential Training

Linkedin – Learning Deep Learning with PyTorch Essential Training-ZH
English | Size: 128.95 MB
Category: Network

PyTorch is quickly becoming one of the most popular deep learning frameworks around, as well as a must-have skill in your artificial intelligence tool kit. It’s gained admiration from industry leaders due to its deep integration with Python; its integration with top cloud platforms, including Amazon SageMaker and Google Cloud Platform; and its computational graphs that can be defined on the fly. In this course, join Jonathan Fernandes as he dives into the basics of deep learning using PyTorch. Starting with a working image recognition model, he shows how the different components fit and work in tandem-from tensors, loss functions, and autograd all the way to troubleshooting a PyTorch network. [Read more…]

Technics Publications – Python Library Series The Definitive Guide to PyTorch-RiDWARE

Technics Publications – Python Library Series The Definitive Guide to PyTorch-RiDWARE
English | Size: 309.20 MB
Category: Tutorial

Dhiraj, a data scientist and machine learning evangelist, continues his teaching of Python libraries by explaining through both lecture and practice the PyTorch library.

Click here to watch all of Dhiraj Kumar’s courses including the full Python Library Series. [Read more…]

Pluralsight – Image Classification with PyTorch

Pluralsight – Image Classification with PyTorch-XQZT
English | Size: 758.05 MB
Category: Tutorial


Perhaps the most ground-breaking advances in machine learnings have come from applying machine learning to classification problems. In this course, Image Classification with PyTorch, you will gain the ability to design and implement image classifications using PyTorch, which is fast emerging as a popular choice for building deep learning models owing to its flexibility, ease-of-use and built-in support for optimized hardware such as GPUs. First, you will learn how images can be represented as 4-D tensors and then pre-processed to get the best out of ML algorithms. Next, you will discover how to implement image classification using Dense Neural Networks; you will then understand and overcome the associated pitfalls using Convolutional Neural Networks (CNNs) Finally, you will round out the course by understanding and using the most powerful and popular CNN architectures such as VGG, AlexNet, DenseNet and so on and leveraging PyTorch s support for transfer learning. When you re finished with this course, you will have the skills and knowledge to design and implement efficient and powerful image classification solutions using a range of neural network architectures in PyTorch [Read more…]

Pluralsight – Natural Language Processing with PyTorch

Pluralsight – Natural Language Processing with PyTorch
English | Size: 360.45 MB
Category: Programming | Cloud-Comp | HACKING | Security


This course covers the use of advanced neural network constructs and architectures, such as recurrent neural networks, word embeddings, and bidirectional RNNs, to solve complex word and language modeling problems using PyTorch.
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PluralSight – Building Your First PyTorch Solution-BOOKWARE-KNiSO

PluralSight – Building Your First PyTorch Solution-BOOKWARE-KNiSO
English | Size: 238.70 MB
Category: Tutorial


This course covers the important practical aspects of installing PyTorch from scratch on a variety of different platforms and getting going with classification and regression models.
[Read more…]

Packt – Learn By Example Pytorch

Packt – Learn By Example Pytorch
English | Size: 755.63 MB
Category: Programming


Build and train neural networks using APIs and libraries from PyTorch

In this course you’ll learn about PyTorch APIs; these are closely integrated with native-Python, which makes its APIs intuitive and easy to follow for Python developers.
[Read more…]

SKILLSHARE Modern Deep Convolutional Neural Networks with PyTorch

SKILLSHARE Modern Deep Convolutional Neural Networks with PyTorch
English | Size: 573.01 MB
Category: Tutorial


Dear friend, welcome to the course “Modern Deep Convolutional Neural Networks with PyTorch”! In this course, you will learn:

What are convolutional neural networks and why do people need them
How to efficiently train them
What is the best way to regularize and speed-up training of neural networks
How we can improve the prediction quality

Warmly welcome! [Read more…]

Packt Deep Learning with PyTorch-XQZT

Packt Deep Learning with PyTorch-XQZT
English | Size: 932.01 MB
Category: CBTs

Deep learning powers the most intelligent systems in the world, such as Google Voice, Siri, and Alexa. Advancements in powerful hardware, such as GPUs, software frameworks such as PyTorch, Keras, Tensorflow, and CNTK along with the availability of big data have made it easier to implement solutions to problems in the areas of text, vision, and advanced analytics. [Read more…]