Basic Python
A workshop on learning the basic concepts of python, with an eye towards becoming a data scientist.
These are the workshops belonging to the Basic series. This is the minimum you need to be able to do anything useful and fun in machine learning or Deep Learning.
Pandas for Data Science
A workshop on powering up your data science journey with Pandas
Regression
A workshop on Linear Regression, which is behind a lots of predictive and explanatory models of how the world works.
Real World Classification
This workshop will teach you to classify: for example, will a customer churn, or is this mushroom poisonous? Yes? Or No?
The Basic Concepts of Machine Learning
The basic concepts of validation, hyper-parameters, over-fitting and regularization are introduced in the context of polynomial regression.