“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
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