In this lecture, we explore powerful yet lightweight models that are often overlooked. We will see the power of combining multiple simple models together and how they can yield amazing results. You won't believe how easy it is to classify with just a line!
In this lecture, we explore powerful yet lightweight models that are often overlooked. We will see the power of combining multiple simple models together and how they can yield amazing results. You won't believe how easy it is to classify with just a line!
You know what they are, but "how do?" In this meeting, we let you loose on a dataset to help you apply your newly developed or honed data science skills. Along the way, we go over the importance of visulisations and why it is important to be able to pick apart a dataset.
Neural Nets are not the end all be all of Machine Learning. In this lecture, we will see how a decision tree works, and see how powerful a collection of them can be. From there, we will see how to utilize Random Forests to do digit recognition.