Introduction to end-to-end machine learning
Slides: https://www.slideshare.net/AlexeyGrigorev/endtoend-introduction-to-machine-learning
First, install Anaconda (for Linux):
wget https://repo.anaconda.com/archive/Anaconda3-2020.07-Linux-x86_64.sh
bash Anaconda3-2020.07-Linux-x86_64.sh
For other systems, follow the intructions here
Next, clone the repo:
git clone git@github.com:alexeygrigorev/e2e-ml-workshop.git
Finally, run Jupyter in this folder:
jupyter notebook
- First, train a model in
regression_carprice_blank.ipynb
(checkregression_carprice_reference.ipynb
for reference implementation) - Then, implement a service in
flask_app_blank.py
(checkflask_app_reference.py
for reference implementation)