PyTorch

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PyTorch Basics for Machine Learning (edX)

Self Paced
PyTorch Basics for Machine Learning (edX)
Course Auditing
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This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you strong [...]
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Deep Learning with Python and PyTorch (edX)

Self Paced
Deep Learning with Python and PyTorch (edX)
Course Auditing
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This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch. In the first course, you learned the basics of PyTorch; in this course, you will learn how to build deep neural networks in PyTorch. Also, you will learn how [...]
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AI Capstone Project with Deep Learning (Coursera)

Apr 19th 2021
AI Capstone Project with Deep Learning (Coursera)
Course Auditing
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In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build the model and validate [...]
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Apply Generative Adversarial Networks (GANs) (Coursera)

Apr 19th 2021
Apply Generative Adversarial Networks (GANs) (Coursera)
Course Auditing
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In this course, you will: explore the applications of GANs and examine them wrt data augmentation, privacy, and anonymity; leverage the image-to-image translation framework and identify applications to modalities beyond images; implement Pix2Pix, a paired image-to-image translation GAN, to adapt satellite images into map routes (and vice versa); compare [...]
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Apr 19th 2021
Course Auditing
41.00 EUR/month

Build Better Generative Adversarial Networks (GANs) (Coursera)

Apr 19th 2021
Build Better Generative Adversarial Networks (GANs) (Coursera)
Course Auditing
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In this course, you will: Assess the challenges of evaluating GANs and compare different generative models; Use the Fréchet Inception Distance (FID) method to evaluate the fidelity and diversity of GANs; Identify sources of bias and the ways to detect it in GANs; Learn and implement the techniques associated [...]
10
Average: 10 ( 3 votes )
Apr 19th 2021
Course Auditing
41.00 EUR/month

Build Basic Generative Adversarial Networks (GANs) (Coursera)

Apr 19th 2021
Build Basic Generative Adversarial Networks (GANs) (Coursera)
Course Auditing
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In this course, you will: Learn about GANs and their applications; Understand the intuition behind the fundamental components of GANs; Explore and implement multiple GAN architectures; Build conditional GANs capable of generating examples from determined categories.
10
Average: 10 ( 3 votes )
Apr 19th 2021
Course Auditing
41.00 EUR/month

Deep Neural Networks with PyTorch (Coursera)

The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression.
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Intro to Deep Learning with PyTorch (Udacity)

Self Paced
Intro to Deep Learning with PyTorch (Udacity)
Free Course
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Use PyTorch to implement your first deep neural network. In this course, you’ll learn the basics of deep learning, and build your own deep neural networks using PyTorch. You’ll get practical experience with PyTorch through coding exercises and projects implementing state-of-the-art AI applications such as style transfer and text [...]
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