“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

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.

#pytorch #deep-learning #python #machine-learning #developer