/zero_to_deep_learning_video

Build Deep Learning models for images, text and more using Python and Keras

Primary LanguageJupyter NotebookOtherNOASSERTION

Check our Zero To Deep Learning 5 day bootcamp. New dates are out!

Zero to Deep Learning® Video Course

Welcome to the Zero to Deep Learning® Video Course repository.

Get started guide

Clone this repository on your local computer

git clone https://github.com/Dataweekends/zero_to_deep_learning_video.git

Download and Install Anaconda Python 3.7

https://www.anaconda.com/distribution/

Change to course folder

cd zero_to_deep_learning_video

Create the course environment

conda env create

wait for the environment to create.

Activate the environment (Mac/Linux)

conda activate ztdl

Activate the environment (Windows)

conda activate ztdl

Check that your prompt changed to

(ztdl) $

Launch Jupyter Notebook

jupyter notebook

Open your browser to

http://localhost:8888

Run the Check environment Notebook

Go to the course folder, open the notebook 0_Check_Environment.ipynb and run it. If you see the message:

Houston we are go!

You are good to go! Enjoy!

Troubleshooting installation

If for some reason you don't see Houston we are go!, the simplest solution is to delete the environment and start from scratch again.

To remove the environment:

  • close the browser and go back to your terminal
  • stop jupyter notebook (CTRL-C)
  • deactivate the environment (Mac/Linux):
conda deactivate
  • deactivate the environment (Windows 10):
deactivate ztdl
  • delete the environment:
conda remove -y -n ztdl --all
  • restart from environment creation and make sure that each steps completes till the end.

Updating Conda

One thing you can also try is to update your conda executable. This may help if you already had Anaconda installed on your system.

conda update conda

These instructions have been tested on:

  • Mac OSX Sierra 10.15.7
  • Ubuntu 18.04
  • Windows 10

Running the course on Google Colaboratory with free GPU support

Google offers a free platform to run Jupyter notebooks called Google Colaboratory. You need a Gmail or Google Apps email address to use it.

Follow these steps:

  1. Open your browser and go to https://colab.research.google.com/
  2. Choose the GITHUB tab and paste the repository address: https://github.com/Dataweekends/zero_to_deep_learning_video in the search bar.
  3. Click on the notebook you would like to run
  4. Enable GPU support in the Edit -> Notebook Settings menu
  5. Enjoy running the notebook with GPU support!
  6. If the notebook loads data from the repo you will have to download the data too. Follow these steps to do that:
  7. Create a code cell at the top of the notebook
  8. Clone the repository in Colab:
!git clone https://github.com/Dataweekends/zero_to_deep_learning_video.git
  1. Replace the ../data path with zero_to_deep_learning_video/data in the cell that loads the data.
  2. Enjoy!