- Home
- Interview_Question

What is Data Science?

What is logistic regression in Data Science?

Discuss Decision Tree algorithm

What is Prior probability and likelihood?

Explain Recommender Systems?

Name three disadvantages of using a linear model

List out the libraries in Python used for Data Analysis and Scientific Computations.

**
SciPy
Pandas
Matplotlib
NumPy
SciKit
Seaborn
**

What is Power Analysis?

Explain Collaborative filtering

Discuss 'Naive' in a Naive Bayes algorithm?

What is a Linear Regression?

What is Linear regression?

State the difference between the expected value and mean value

What the aim of conducting A/B Testing?

Define the term cross-validation

Discuss Artificial Neural Networks

How can you iterate over a list and also retrieve element indices at the same time?

Can you use machine learning for time series analysis?

**
Yes, it can be used but it depends on the applications.
**

What is the importance of having a selection bias?

What are the basic assumptions to be made for linear regression?

**
Normality of error distribution, statistical independence of errors, linearity and additivity.
**