Скачать или смотреть Image Classification with Logistic Regression | Deep Learning With PyTorch | Part 2 of 6

“Deep Learning with PyTorch: Image Classification with Logistic Regression” is a series of workshops covering various topics like the basics of Deep Learning, building neural networks with PyTorch, CNNs, RNNs, NLP, GANs etc.

This is Part 2 of 5. Topics Covered:
1. Introduction to Jovian - https://jovian.ai/aakashns
2. Introduction to Deep Learning with PyTorch - 1:25
3. Introduction to Jovian community forum https://jovian.ai/forum/latest - 5:00
4. Image Classification using Logistic Regression in PyTorch - 13:50
Exploring the data 17:14
Training and Validation Datasets 26:10
Model 40:30
Evaluation Metrics and Loss Function 1:02:32
Optimizer 1:15:55
Training the model 1:17:48
Testing with Individual Images 1:35:34
Saving and Loading the Model 1:41:38
Commit and Upload the Notebook 1:43:30
Summary and Further Reading 1:47:14

Join the discussion here: https://jovian.ai/forum/t/episode-2-i...

 Resources:
1. https://jovian.ai/aakashns/01-pytorch...
2. https://jovian.ai/aakashns/02-linear-...
3. https://jovian.ai/aakashns/03-logisti...

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