The most critical and essential part of any machine learning model building is the phase of “Model Evaluation”. On average, a Data Scientist spends 60% of their time cleaning and organizing data to ensure better prediction power and performance rate of a model. But how do we know if our…
Why misinterpreting these two concepts has serious implications?
“Correlation does not imply causation”- we all might have come across this statement but what does that actually mean? Correlation and causation are terms that are mostly misunderstood and often used interchangeably. I still remember my Probability and Statistics professor discussing, how…
