Basic Linear Regression with Scikit-Learn
Learn to train Machine Learning models by using Linear Regression to predict housing prices.
This course will be available in August, but go ahead and sign up, it's free! This course will teach you to do the following:
Train a linear model with scikit-learn
Understand relationships in your data
Visualise data without writing code
Discover non-linear relationships in your data
Train non-linear models with scikit-learn
Evaluate your models
Detect overfitting in your models
Solve overfitting using Regularization
This version of the course avoids going into the mathematics of Machine Learning by making use of scikit-learn to focus on using estimators. You will also make use of Tableau for visualisation.
Don't let all the python bug you down!
Learn to visualize data using Tableau. We know you need to do a lot: clean data, visualize data, and train models. The less code you need to write, the better for your brain. That's why we are using Tableau for our visualizations.
Why do we want you to learn with us? Because we check your learning progress. This differentiates us from YouTube or other video-only training courses. We will assign tasks to you and check your answers.
You will get access to visualization notebooks and Jupyter notebooks so you can use our starters as well as check your final solutions.
Sign up for the course, it's free