Wk 1: MLOPs with DataTalks

Recently joined the DataTalks 2024 cohort to earn a MLOps Certificate and essentially build on Machine Pipeline competencies. To complete the course are assignments that have to be completed every other week.

This will be a series on how the Author approaches these …

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, …