Model Selection & Hyper Parameter Tuning in Binary Data Classification (Practical Example)

How can you identify Fraud using a Dataset on Energy Consumption in a relationship between Service Provider and Energy consumers? To determine the class of Fraud, 0 or 1, where 0 stands for No Instance of …

Pt1 - Zenml for beautiful beautiful orchestration

Let’s build this!

To follow, please you must have at least built a Jupyter notebook or familiar with basic machine learning workflows - from data ingesting/wrangling to model deployment.

ZenML

Now - ZenML is a beautiful tool I just discovered, …

Pt2 - Zenml for beautiful beautiful orchestration

Here’s where we take the next step of organizing our single script by transforming it into specific scripts per step - this makes things tidier. More importantly, we’d get to learn more about decorators and Model objects, for example we …