Deep Learning with PyTorch: Zero to GANs   Lecture 1 - PyTorch Basics & Linear Regression


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Lecture 1 : PyTorch Basics & Linear Regression

Session Recordings: English: https://youtu.be/5ioMqzMRFgM Hindi: https://youtu.be/7yRkvPxE7Hs Notebooks: PyTorch Basics: aakashns/01-pytorch-basics - Jovian Linear Regression: aakashns/02-linear-regression - Jovi…

80 2685 December 24, 2021
Doubt on weights
0 26 October 1, 2022
Jupyter notebook error for changing grad func using With .no_grad():
1 75 May 16, 2022
Error - Linear Regression - tensor(nan, grad_fn=<MseLossBackward0>)
1 91 March 26, 2022
How optimizer.SGD runs the stochastic process?
1 88 February 22, 2022
Definition of the class nn.Linear?
1 200 November 15, 2021
Relation between the optimizer and loss.backward()
4 174 November 12, 2021
Optimum number of epochs
0 87 October 23, 2021
How will not using no_grad affect the future gradient calculations?
4 108 July 24, 2021
Linear Regression
0 124 July 9, 2021
Synthetic data generation
1 179 June 30, 2021
Difference between Matrices and Tensors
tensor ,  question
1 130 June 19, 2021
Difference between Linear Regression process explained in the video and Linear Regression using sklearn
jovianml ,  question ,  torch ,  linear-regression
2 136 June 16, 2021
RuntimeError: log_vml_cpu not implemented for 'Long'. What is this error?
error ,  runtimeerror
2 644 December 8, 2020
RuntimeError: "sigmoid_cpu" not implemented for 'Long'. What is the issue here?
error ,  runtimeerror
6 1133 June 10, 2021
What is the use of requires_grad in Tensors?
pytorch ,  linear-regression ,  gradients ,  tensor
4 6213 November 22, 2020
I am unable to use grad funcation
1 122 May 18, 2021
Can i take batch_size = 3 rather then 5 in the dataloader ??
5 199 May 14, 2021
Cant reach the https://pytorch.org/docs/stable/torch.html site
1 169 December 24, 2020
Torch.tensor.view() and torch.tensor.reshape(), what's the difference?
2 1327 December 23, 2020
Is the content the same as the previous session of Zero to GANS?
2 267 December 23, 2020
What is dem1 and dem2 in torch.transpose ?
2 211 December 21, 2020
Can we still join this course for the certification?
0 190 December 20, 2020
About the fit function
6 207 December 13, 2020
Why transpose the weights?
5 467 December 13, 2020
Submission assignment evaluation?
1 199 December 11, 2020
Error in submission session
2 152 December 8, 2020
Unable to commit the notebook on Google colab
2 183 December 8, 2020
Questions regarding Assignment 1
3 274 December 5, 2020
Logistic Regression Model- Doubt with weights
2 224 December 5, 2020