[ONLINE] Workshop - Basics of Machine Learning
Details
Hi PyLadies Stockholm,
This time Betül will show us how to get started with Machine Learning in Python.
We will talk about the Basics of Machine Learning: Some definitions, model training and testing, evaluation metrics and ML problem types: Regression, Classification and Clustering. Then we will go through a hands-on ML application on “Pima Indians Diabetes Prediction” project.
MEETUP FORMAT
17:30-17:40 Mingle & Getting to know each other
17:40-18:30 Introduction to Machine Learning
18:30-19:30 Hands-on PIMA Indian Diabetes Prediction using Machine Learning
If you have no prior knowledge in Python or Data Science don't worry this will be an introduction, so even as a newbie you can hang along.
We will use Jupyter Notebooks which is a nice interactive tool to use for data analysis. Here is a link to a tutorial if you never used it before: https://mybinder.org/v2/gh/ipython/ipython-in-depth/master?filepath=binder/Index.ipynb
Here is the repo for the project:
https://github.com/berenkeskin/diabetes_prediction_pyladies/blob/main/diabetes_pred.ipynb