Deep Learning with Google Colab

Online Course

Udemy
Deep Learning with Google Colab

What is the course about?

Deep Learning with Google Colab
The course Deep Learning with Google Colab is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.
Implementing and training deep learning models in a free, integrated environment
Course description
  • Deep Learning with Google Colab
  • This course covers the general workflow of a deep learning project, implemented using PyTorch in Google Colab. At the end of the course, students will be proficient at using Google Colab as well as PyTorch in their own projects. Students will also learn about the theoretical foundations for various deep learning models and techniques, as well as how to implement them using PyTorch. Finally, the course ends by offering an overview on general deep learning and how to think about problems in the field; students will gain a high-level understanding of the role deep learning plays in the field of AI.
  • Learn how to utilize Google Colab as an online computing platform in deep learning projects, including running Python code, using a free GPU, and working with external files and folders
  • Understand the general workflow of a deep learning project
  • Examine the various APIs (datasets, modeling, training) PyTorch offers to facilitate deep learning
  • Learn about the theoretical basis for various deep learning models such as convolutional networks or residual networks and what problems they address
  • Familiarity with Python programming (including classes, functions, context managers)
  • Basic linear algebra and calculus (briefly used during the discussions on various deep learning models and techniques)
  • 5.5 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • BPB Online + 100 Million Books Sold
Deep Learning with Google Colab

Prerequisites & Facts

Deep Learning with Google Colab

Course Topic

Data Science, Deep Learning, Development

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

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

Degree

Certificate

Degree & Cost

Deep Learning with Google Colab

To obtain a verified certificate from Udemy 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 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.
Deep Learning with Google Colab
provided by Udemy

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School: Udemy
Topic: Data Science, Deep Learning, Development
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