Showing posts with the label Machine Learning Interview QuestionsShow all
Machine Learning Interview Questions
What is bias in machine learning, and why is it important?
Bias in machine learning refers to errors introduced in the model due to oversimplification, assumptions, or prejudices in the training data. It'…
Read more
Machine Learning Interview Questions
How do measure the effectiveness of the clusters?
There are metrics like Inertia or Sum of Squared Errors (SSE), Silhouette Score, l1, and l2 scores. Out of all of these metrics, the Inertia or Sum…
Read more
Machine Learning Interview Questions
What is a Hypothesis in Machine Learning?
A hypothesis is a term that is generally used in the Supervised machine learning domain. As we have independent features and target variables and w…
Read more
Machine Learning Interview Questions
How to choose an optimal number of clusters?
By using the Elbow method we decide an optimal number of clusters that our clustering algorithm must try to form. The main principle behind this …
Read more
Machine Learning Interview Questions
How machine learning is different from general programming?
Machine Learning Interview Questions In general programming, we have the data and the logic by using these two we create the answers. But in machine…
Read more