What is a data point in a machine learning model?
What is meant by data points? One day, my student asked me what a data point is in a machine learning model. Data points are the information we feed into…
The main steps of machine learning
From detecting skin cancer to sorting cucumbers to detecting escalators in need of repair, machine learning has granted computer systems entirely new abilities. But how does it really work under…
What is the difference between supervised and unsupervised machine learning?
I have been already writing about two main classes of machine learning are unsupervised and supervised. Let’s talk about this in more detail. Explanation of what is the difference between…
Machine Learning: Model Validation
Calculating model accuracy is a critical part of any machine learning project yet many data science tools make it difficult or impossible to assess the true accuracy of a model.…