Courses

Deep Learning with PyTorch Course - December 2020

“Deep Learning with PyTorch: Zero to GANs” is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Learn more and register for a certificate of accomplishment here: http://zerotogans.com/ Watch the entire series here: https://www.youtube.com/playlist?list=PLWKjhJtqVAbm5dir5TLEy2aZQMG7cHEZp Code and Resources: PyTorch basics: https://jovian.ai/aakashns/01-pytorch-basics Linear regression: https://jovian.ai/aakashns/02-linear-regression Machine learning: https://jovian.ai/aakashns/machine-learning-intro Discussion forum: https://jovian.ai/forum/c/pytorch-zero-to-gans/lecture-1-pytorch-basics-linear-regression/63 Topics covered in this video: Introduction to machine learning and Jupyter notebooks PyTorch basics: tensors, gradients, and autograd Linear regression & gradient descent from scratch Using PyTorch modules: nn.Linear & nn.functional This course is taught by Aakash N S, co-founder & CEO of Jovian - a data science platform and global community. - YouTube: https://youtube.com/jovianml - Twitter: https://twitter.com/jovianml - LinkedIn: https://linkedin.com/compa

Free4 lessons7h 52mBeginner

by freeCodeCamp.org

December 2020

Checked 6 days ago

What you'll learn

  • PyTorch Basics and Gradient Descent
  • PyTorch Images and Logistic Regression
  • Training Deep Neural Networks on a GPU
  • Image Classification with Convolutional

Taken from the course's own lessons, in the author's words.

Free

This course is free and published on YouTube. The channel is its author; we organise it and check that the videos still play.

Start the course
Share

Explore related topics

This course includes

  • 7h 52m of video
  • 4 lessons
  • Level: Beginner
  • Spoken in English
  • Your place is remembered
  • Free in full, no card

Lessons

1 sections · 4 lessons · 7h 52m total length

What you need

  • No prior experience: this course starts from zero.

Description

“Deep Learning with PyTorch: Zero to GANs” is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Learn more and register for a certificate of accomplishment here: http://zerotogans.com/ Watch the entire series here: https://www.youtube.com/playlist?list=PLWKjhJtqVAbm5dir5TLEy2aZQMG7cHEZp Code and Resources: PyTorch basics: https://jovian.ai/aakashns/01-pytorch-basics Linear regression: https://jovian.ai/aakashns/02-linear-regression Machine learning: https://jovian.ai/aakashns/machine-learning-intro Discussion forum: https://jovian.ai/forum/c/pytorch-zero-to-gans/lecture-1-pytorch-basics-linear-regression/63 Topics covered in this video: Introduction to machine learning and Jupyter notebooks PyTorch basics: tensors, gradients, and autograd Linear regression & gradient descent from scratch Using PyTorch modules: nn.Linear & nn.functional This course is taught by Aakash N S, co-founder & CEO of Jovian - a data science platform and global community. - YouTube: https://youtube.com/jovianml - Twitter: https://twitter.com/jovianml - LinkedIn: https://linkedin.com/compa

Who this course is for

  • Anyone starting Machine learning from nothing.

Those two are our reading of the course's level. The description is the author's own.

Deep Learning with PyTorch Course - December 2020, by freeCodeCamp.org