Eliiza Machine Learning Training

Current training modules

1. Getting started with Machine Learning
   • Half a day or a full day workshop
2. Getting started with TensorFlow
   • Half a day or a full day workshop

Environment Setup

Python 3.x is used for this workshop.

There are two options for working with notebooks in this repository:

• Google Colab (online)
• Local Python environment (offline)

Note that irrespective of the options above, the dependencies can be installed like this:

$> python -m pip install -r requirements.txt

or individually:

$> python -m pip install tensorflow

Google Colab

Google Colab is online Jupyter notebook-like environment that is pre-configured with Python and many popular data science and ML libraries. It also comes with GPU support.

Here are a few helpful resources: https://colab.research.google.com/notebooks/intro.ipynb#scrollTo=-Rh3-Vt9Nev9.

Local Python environment

While its fine to set up Python and the project's dependencies individually, the Anaconda environment is better suited to getting started quickly & packages many common dependencies and tools.

• Installation: https://docs.anaconda.com/anaconda/install/

• User guide: https://docs.anaconda.com/anaconda/user-guide/

• Tutorials to get familiar with the environment: https://docs.anaconda.com/anaconda/navigator/tutorials/