5 Explainable Machine Learning Models You Should Understand

As we know, Machine Learning is ubiquitous in our day to day lives. From product recommendations on Amazon, targeted advertising, and suggestions of what to watch, to funny Instagram filters. If something goes wrong with these, it probably won't ruin your life. Maybe you won't get that perfect selfie, or maybe companies will have to spend more on advertising. We need to be able to dissect our model, we will need to be able to understand and explain our model before it goes anywhere near a production system.