# notes

**Repository Path**: tlkt/notes

## Basic Information

- **Project Name**: notes
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-01-12
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Lecture Notes

For the course [Practical Deep Learning For Coders v3](http://course.fast.ai)

First of all, [00_notebook_tutorial.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/00_notebook_tutorial.ipynb)

## 1. [Lesson 1](/Lesson1.md)

- [Webpage](https://course.fast.ai/videos/?lesson=1)
- [Video](https://youtu.be/BWWm4AzsdLk)
- [Lesson Forum](https://forums.fast.ai/t/lesson-1-official-resources-and-updates/27936)
- [General Forum](https://forums.fast.ai/t/faq-resources-and-official-course-updates/27934/1)
- [lesson1-pets.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson1-pets.ipynb)

## 2. [Lesson 2](/Lesson2.md)

- [Webpage](https://course.fast.ai/videos/?lesson=2)
- [Video](https://youtu.be/Egp4Zajhzog)
- [Lesson Forum](https://forums.fast.ai/t/lesson-2-official-resources-and-updates/28630)
- [General Forum](https://forums.fast.ai/t/faq-resources-and-official-course-updates/27934/)
- [lesson2-download.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson2-download.ipynb)
- [lesson2-sgd.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson2-sgd.ipynb)

## 3. [Lesson 3](/Lesson3.md)

- [Webpage](https://course.fast.ai/videos/?lesson=3)
- [Video](https://youtu.be/PW2HKkzdkKY)
- [Lesson Forum](https://forums.fast.ai/t/lesson-3-official-resources-and-updates/29732)
- [lesson3-planet.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson3-planet.ipynb)
- [lesson3-camvid.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson3-camvid.ipynb)
- [lesson3-imbd.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson3-imdb.ipynb)
- [lesson3-head-pose.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson3-head-pose.ipynb)

## 4. [Lesson 4](/Lesson4.md)

- [Webpage](https://course.fast.ai/videos/?lesson=4)
- [Video](https://youtu.be/C9UdVPE3ynA)
- [Lesson Forum](https://forums.fast.ai/t/lesson-4-official-resources-and-updates/30317)
- [lesson4-collab.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson4-collab.ipynb)
- [lesson4-tabular.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson4-tabular.ipynb)

## 5. [Lesson 5](/Lesson5.md)

- [Webpage](https://course.fast.ai/videos/?lesson=5)
- [Video](https://youtu.be/uQtTwhpv7Ew)
- [Lesson Forum](https://forums.fast.ai/t/lesson-5-official-resources-and-updates/30863)
- [lesson5-sgd-mnist.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson5-sgd-mnist.ipynb)

## 6. [Lesson 6](/Lesson6.md)

- [Webpage](https://course.fast.ai/videos/?lesson=6)
- [Video](https://youtu.be/U7c-nYXrKD4)
- [Course Forum](https://forums.fast.ai/t/lesson-6-official-resources-and-updates/31441)
- [lesson6-rossmann.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson6-rossmann.ipynb)
- [rossman_data_clean.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/rossman_data_clean.ipynb)
- [lesson6-pets-more.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson6-pets-more.ipynb)

## 7. [Lesson 7](/Lesson7.md)

- [Webpage](https://course.fast.ai/videos/?lesson=7)
- [Video](https://youtu.be/nWpdkZE2_cc)
- [Course Forum](https://forums.fast.ai/t/lesson-7-official-resources/32553)
- [lesson7-resnet-mnist.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-resnet-mnist.ipynb)
- [lesson7-superres-gan.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-superres-gan.ipynb)
- [lesson7-superres-imagenet.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-superres-imagenet.ipynb)
- [lesson7-superres.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-superres.ipynb)
- [lesson7-wgan.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-wgan.ipynb)
- [lesson7-human-numbers.ipynb](https://nbviewer.jupyter.org/github/fastai/course-v3/blob/master/nbs/dl1/lesson7-human-numbers.ipynb)