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Deep Learning with Python and PyTorch (edX)

Self Paced
Deep Learning with Python and PyTorch (edX)
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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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Introduction to Deep Learning (edX)

Aug 23rd 2021
Introduction to Deep Learning (edX)
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Learn how deep learning algorithms can be used to solve important engineering problems. This 3-credit-hour, 16-week course covers the fundamentals of deep learning. Students will gain a principled understanding of the motivation, justification, and design considerations of the deep neural network approach to machine learning and will complete hands-on [...]
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Deep Learning Fundamentals with Keras (edX)

Self Paced
Deep Learning Fundamentals with Keras (edX)
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New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using the popular Keras library. Looking to kickstart a career in deep learning? Look no further. This [...]
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Deep Learning with Tensorflow (edX)

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Deep Learning with Tensorflow (edX)
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Much of the world's data is unstructured. Think images, sound, and textual data. Learn how to apply Deep Learning with TensorFlow to this type of data to solve real-world problems. Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning [...]
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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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Using GPUs to Scale and Speed-up Deep Learning (edX)

Self Paced
Using GPUs to Scale and Speed-up Deep Learning (edX)
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Training complex deep learning models with large datasets takes a long time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning. Training a complex deep learning model with a very large dataset can take hours, days and occasionally [...]
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