heysatya / classificationworkshop

ClassificationWorkshop

Most of the real world problems are solved through classification. We will give you a sneek-peek view of classfication through this workshop. We start with why is it more preferred in the industry. Then we dwell deep into a real world usecase of classification. We analyze, preprocess and build models. We also evaluate the models with different metrics. Below is the outline of topics covered

• Look at the data - Understand the data
• Pay attention to Y labels and distribution
• EDA
• Any quick features that you can think of
• Train test split
• Label encoding
• Model
• Investigate
• Explain
• Exercises

Workshop:

At the end of this workshop you will enhance your repertoire from understanding regression to being able to use a variety of models in classification problems. Additionally you’ll understand which metrics to use to evaluate the performance of your models.