Deepwatch

Keyboard shortcuts

Space or k
Play or pause
j and l
Back or forward 10 seconds
Left and right arrows
Back or forward 5 seconds
f
Fullscreen
m
Mute or unmute
Shift and < or >
Slower or faster
?
Show or hide this list

PyTorch Images and Logistic Regression | Deep Learning with PyTorch: Zero to GANs | Part 2 of 6

freeCodeCamp.org, 2 hr 08, 49.7K views, Nov 28, 2020

Show 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: Logistic regression: https://jovian.ai/aakashns/03-logistic-regression Image Classification with Logistic Regression: https://jovian.ai/aakashns/mnist-logistic-minimal House Price Prediction: https://jovian.ai/aakashns/housing-linear-minimal Discussion forum: https://jovian.ai/forum/c/pytorch-zero-to-gans/lecture-2-working-with-images-logistic-regress/64 Topics covered in this video: * Working with images from the MNIST dataset * Training and validation dataset creation * Softmax function and categorical cross entropy loss * Model training, evaluation, and sample predictions 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/company/jovianml -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

When you're done