Deep Learning with Python and PyTorch

Online Course

IBM

edX
Deep Learning with Python and PyTorch

What is the course about?

Deep Learning with Python and PyTorch
The course Deep Learning with Python and PyTorch is an online class provided by IBM through edX. The skill level of the course is Intermediate. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn how to use Python and its popular libraries such as NumPy and Pandas, as well as the PyTorch Deep Learning library. You’ll then apply them to build Neural Networks and Deep Learning models.
Course description
The course will teach you how to develop Deep Learning models using Pytorch while providing the necessary deep-learning background.We’ll start off with PyTorch’s tensors and its Automatic Differentiation package. Then we’ll cover different Deep Learning models in each section, beginning with fundamentals such as Linear Regression and logistic/softmax regression.We’ll then move on to Feedforward deep neural networks, the role of different activation functions, normalization and dropout layers.In the final part of the course, we’ll focus on Convolutional Neural Networks and Transfer Learning (pre-trained models). Several other Deep Learning methods will also be covered.

Prerequisites & Facts

Deep Learning with Python and PyTorch

Course Topic

Computer Science, Data Analysis and Statistics, Engineering

University, College, Institution

IBM

Course Skill Level

Intermediate

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Deep Learning with Python and PyTorch

To obtain a verified certificate from edX / IBM you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (99.00 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
IBM
Deep Learning with Python and PyTorch
provided by edX

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School: IBM
Topic: Computer Science, Data Analysis and Statistics, Engineering
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