Udemy – Deep Learning with Google Colab 2020-1

Udemy – Deep Learning with Google Colab 2020-1 Downloadly IRSpace

Aug 16, 2025 - 06:56 Updated: Aug 17, 2025 - 19:32

0 0

Udemy – Deep Learning with Google Colab 2020-1

Deep Learning with Google Colab course. This course walks you through the complete steps of a deep learning project using PyTorch in the Google Colab environment. Participants will learn how to use Google Colab as a cloud computing platform, including running Python code, leveraging free GPUs, and managing external files. Topics include working with PyTorch APIs for data, modeling, and training, along with the theoretical foundations of common models such as convolutional and residual networks. By the end of the course, learners will have a comprehensive understanding of the role of deep learning in AI, common challenges, and best practices for implementing projects.

What you will learn:

The overall process of a deep learning project implemented using PyTorch in Google Colab.
Using Google Colab as an online computing platform for deep learning projects, including running Python code, using free GPUs, and working with external files and folders.
Understanding the overall process of a deep learning project.
Explore the various APIs (datasets, modeling, training) provided by PyTorch to facilitate deep learning.
Learn the theoretical foundations of different deep learning models such as convolutional networks or residual networks and the problems they solve.
Gain a general understanding of deep learning in the field of artificial intelligence and its best practices.

Who is this course suitable for?

AI enthusiasts who want to get started with deep learning.
Developers familiar with deep learning who are looking for a comprehensive understanding of various deep learning models and techniques.

Deep Learning with Google Colab Course Details

Publisher: Udemy
Instructor: BPB Online + 100 Million Books Sold
Training level: Beginner to advanced
Training duration: 5 hours and 43 minutes

Course syllabus for 2020/2

Prerequisites for the Deep Learning with Google Colab course

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)