Deep Learning with PyTorch: Zero to GANs
Course Overview, Help and FAQs Lecture 2 - Working with Images & Logistic Regress Assignment 1 - All About torch.Tensor Course Project Lecture 4 - Image Classification with Convolutiona Assignment 2 - Train Your First Model Lecture 5 - Data Augmentation & Regularization Lecture 1 - PyTorch Basics & Linear Regression * PyTorch basics: tensors, gradients, and autograd * Linear regression & gradient descent from scratch * Using PyTorch modules: nn.Linear & nn.functional Lecture 3 - Training Deep Neural Networks on a GPU Lecture 6 - Image Generation using GANs Assignment 3 - Feed Forward Neural Networks
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[START HERE] Welcome to Deep Learning with PyTorch: Zero to GANs
Hi, Thanks for being a part of “Deep Learning with PyTorch: Zero to GANs”. This is an online course that takes a hands-on coding-focused approach to deep learning and will be taught using live interactive Jupyter note… |
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4 | 13159 | September 1, 2020 |
| Very Good Updated Overview of MANY Optimizers |
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0 | 10 | November 25, 2022 |
| Visual-Code Map of Resnet |
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0 | 20 | November 23, 2022 |
| Doubt on weights |
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0 | 26 | October 1, 2022 |
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Lecture 2: Working with Images & Logistic Regression
Session Recordings: English: https://youtu.be/uuuzvOEC0zw Hindi: https://youtu.be/qmzgJvVP9XA Notebooks : Logistic Regression: aakashns/03-logistic-regression - Jovian Logistic Regression minimal starter: aakashn… |
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98 | 1769 | September 24, 2022 |
| What is forward propagation and backward propagation in neural networks? |
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2 | 5649 | September 14, 2022 |
| What is the difference between random_split and DataLoader? |
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0 | 35 | August 17, 2022 |
| Can i implement this model on audio dataset i mean for the audio classification task? |
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1 | 58 | August 1, 2022 |
| Classification of unknown objects |
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0 | 52 | July 10, 2022 |
| Why should we extend nn.module()? |
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7 | 127 | May 17, 2022 |
| Jupyter notebook error for changing grad func using With .no_grad(): |
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1 | 77 | May 16, 2022 |
| Training deep learning model with convolution neural network |
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1 | 67 | May 11, 2022 |
| Show_batch function isn't working on local machine |
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0 | 41 | May 11, 2022 |
| How to do handle imbalance data class while working with deep learning project in Pytorch?? I have created dataloader with Imbalanced data sets . Now what to do next. Please help me. |
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0 | 46 | May 5, 2022 |
| Google Colab Disk Space - How to free the space? |
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3 | 3611 | April 1, 2022 |
| Training accuracy, Validation accuracy, Test accuracy |
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2 | 3190 | March 31, 2022 |
| Unable to improve accuracy..? |
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1 | 60 | March 26, 2022 |
| Error - Linear Regression - tensor(nan, grad_fn=<MseLossBackward0>) |
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1 | 95 | March 26, 2022 |
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Need Help? Post Questions, Doubts & Errors Here (General)
If you have a question/issue related to a topic covered in a specific lecture or assignment, please ask on the respective lecture/assignment thread. Use this thread for general issues & questions related to Deep Learnin… |
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46 | 905 | April 9, 2021 |
| How to save generated image without grid?- GAN |
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7 | 144 | March 20, 2022 |
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Lecture 5: Data Augmentation, Regularization and ResNets
Session Recordings: English: https://youtu.be/abpzOVFjklU Hindi: https://youtu.be/S2zNff6rgOg This lesson covers some advanced techniques like data augmentation, regularization, and adding residual layers to convolu… |
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21 | 815 | March 19, 2022 |
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Assignment 2: Train Your First Model
Starter notebook: https://jovian.ai/aakashns/02-insurance-linear-regression Overview In this assignment, we’re going to use information like a person’s age, sex, BMI, no. of children, and smoking habit to predict the … |
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316 | 4725 | March 11, 2022 |
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Lecture 3: Training Deep Neural Networks on a GPU
Session Recordings: English: https://youtu.be/Qn5DDQn0fx0 Hindi: https://youtu.be/9MqR_BsogDw Notebooks: aakashns/04-feedforward-nn - Jovian aakashns/fashion-feedforward-minimal - Jovian aakashns/dataviz-cheatshee… |
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59 | 1378 | January 20, 2022 |
| Course Certification |
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3 | 117 | February 23, 2022 |
| How to claim the certificate |
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0 | 72 | February 23, 2022 |
| How optimizer.SGD runs the stochastic process? |
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1 | 89 | February 22, 2022 |
| Assignment 2: Deep learning |
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1 | 77 | February 21, 2022 |
| Assignment 2: Get error in evaluation of model |
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0 | 72 | February 20, 2022 |
| Jupyter kernel died after plt.imshow(Tensor Obj.) |
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5 | 3280 | February 15, 2022 |
| I can't save my work from colab to jovian |
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22 | 574 | February 14, 2022 |