# \#9 PyTorch Book Thread: Sunday 23rd Oct 8 AM PT

**URL:** <https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074>\
**Category:** PyTorch Book Reading Group\
**Created:** [October 24, 2021, 12:36pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074 "2021-10-24T12:36:37Z")\
**Posts on this page:** 11\
**Page:** 1

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**Author:** ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)\
**Post date:** [October 24, 2021, 12:36pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/1 "2021-10-24T12:36:38Z")

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Note: This is a wiki, please edit it & add resources!

📺 YouTube Link: [PyTorch Book Reading - 9. Creating an End to End tumor classifier & Deploying to Production. - YouTube](https://www.youtube.com/watch?v=WtVatm4VHEo)

Hey again, everybody!

I’m quite sad about hosting the last call, this has been quite the journey for me!

In this week, we’ll bring all the pieces together for an end to end pipeline and learn of various deployment options

🔗 [Link to sign up](http://wandb.me/pytorch-reading)

📚 Resources:

- [(Purchase) Link to the book](https://www.manning.com/books/deep-learning-with-pytorch) Use Discount Code " **podchai20**" for a 40% discount (Not an affliate link)
- [(Free Link to download book, courtesy of PyTorch website)](https://pytorch.org/assets/deep-learning/Deep-Learning-with-PyTorch.pdf)
- [Chai Time Data Science Interview w the Authors](https://www.youtube.com/watch?v=f5Qv3eSZpug&t=3s)
- [github link of the code used](https://github.com/deep-learning-with-pytorch/dlwpt-code)
- [WHAT IS TORCH.NN _REALLY_ ?](https://pytorch.org/tutorials/beginner/nn_tutorial.html)by Jeremy Howard
- [Dive Into Deep Learrning](https://d2l.ai/)- Full Deep Learning book (free) with full PyTorch coverage
- [DEEP LEARNING WITH PYTORCH: A 60 MINUTE BLITZ](https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html)
- [WELCOME TO PYTORCH TUTORIALS](https://pytorch.org/tutorials/) Comprehensive list of PyTorch tutorials from PyTorch website
- [The Top 10,653 Pytorch Open Source Projects on Github](https://awesomeopensource.com/projects/pytorch)10.5k+ PyTorch projects with code
- [Deeplizard: A good resource in parallel to the book for learning pyTorch](https://deeplizard.com/learn/video/iTKbyFh-7GM)  
[\<\<\<\< Previous Session Thread](https://community.wandb.ai/t/7-pytorch-book-thread-sunday-10th-oct-8am-pt/874/5)

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**Author:** ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)\
**Post date:** [October 24, 2021, 3:04pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/2 "2021-10-24T15:04:28Z")

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When will I see more homework being turned in? 😢

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**Author:** ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)\
**Post date:** [October 24, 2021, 3:09pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/3 "2021-10-24T15:09:03Z")

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Q: What will an end to end pipeline look like?

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**Author:** ![matt24](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/matt24/32/62_2.png) [@matt24](https://community.wandb.ai/u/matt24)\
**Post date:** [October 24, 2021, 3:10pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/4 "2021-10-24T15:10:35Z")

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1. prepare the data
2. extract the nodules with segmentation
3. feed the suspicious nodules to the final classifier

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**Author:** ![mr\_vaibhav](https://avatars.discourse-cdn.com/v4/letter/m/46a35a/32.png) [@mr\_vaibhav](https://community.wandb.ai/u/mr_vaibhav)\
**Post date:** [October 24, 2021, 3:12pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/5 "2021-10-24T15:12:10Z")

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1. Preparing the dataset
2. Image Segmentation
3. Nodule Determination
4. Malignancy Determination

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**Author:** ![ramesh](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/ramesh/32/98_2.png) [@ramesh](https://community.wandb.ai/u/ramesh)\
**Post date:** [October 24, 2021, 3:12pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/6 "2021-10-24T15:12:37Z")

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Data Prep: DataSet, EDA, to confirm that Dataset is working well.  
Training Pipeline: Run through sample batch  
Evaluation Pipeline

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**Author:** ![ramesh](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/ramesh/32/98_2.png) [@ramesh](https://community.wandb.ai/u/ramesh)\
**Post date:** [October 24, 2021, 3:14pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/7 "2021-10-24T15:14:14Z")

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Yes. That makes sense. Didn’t want to miss the ending and stay connected.

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**Author:** ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)\
**Post date:** [October 24, 2021, 3:22pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/8 "2021-10-24T15:22:24Z")

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> **[Deep Learning with PyTorch](https://github.com/deep-learning-with-pytorch)**
>
> Code to accompany the DLwPT book. Deep Learning with PyTorch has 2 repositories available. Follow their code on GitHub.

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**Author:** ![mr\_vaibhav](https://avatars.discourse-cdn.com/v4/letter/m/46a35a/32.png) [@mr\_vaibhav](https://community.wandb.ai/u/mr_vaibhav)\
**Post date:** [October 24, 2021, 3:50pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/9 "2021-10-24T15:50:24Z")

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Even though I have only attended a few sessions, I loved the sessions. And I am excited to learn more and complete the book. You are an amazing host, Sanyam!

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**Author:** ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)\
**Post date:** [October 24, 2021, 3:51pm UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/10 "2021-10-24T15:51:51Z")

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Please leave a like if you’d like to contribute to fast-ml coursework

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**Author:** ![ravimashru](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/ravimashru/32/116_2.png) [@ravimashru](https://community.wandb.ai/u/ravimashru)\
**Post date:** [October 25, 2021, 11:08am UTC](https://community.wandb.ai/t/9-pytorch-book-thread-sunday-23rd-oct-8-am-pt/1074/11 "2021-10-25T11:08:45Z")

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Thank you @bhutanisanyam1 for an amazing 10 weeks of PyTorch! Eagerly awaiting the next study group (and many more after that one 😃) to learn with the community.
