Utopus Insights Interview Questions and Answers

Q1. 1st Round of Technical Discussion with some girl who was herself doubtful about the concepts which she was asking. What is p-value? What is Linear Regression? What is Random Forest? Come on man. Who asks...read more
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Q2. What is Linear Regression
Ans. 
Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables.
• Linear regression is used to predict the value of a dependent variable based on the value of one or more independent variables.

• It assumes a linear relationship between the independent and dependent variables.

• The goal of linear regression is to find the best-fitting line that minimi...read more
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Q3. What is Random Forest
Ans. 
Random Forest is an ensemble learning method used for classification and regression tasks.
• Random Forest is made up of multiple decision trees that work together to make predictions.

• Each tree in the Random Forest is trained on a random subset of the training data.

• The final prediction is made by averaging the predictions of all the individual trees.

• Random Forest is known for its high accuracy and ability to handle large ...read more
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They will give you some dataset from renewable domain and will ask you to forecast.

Q1. Discussion on how you solved your assignment. They will not ask any cross questions.
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Q1. Simple questions will be asked from ML and the projects from your resume. 1. What is Random Forest? How does it work? 2. What is PCA? How does it work? 3. Feature extraction techniques 4. Feature Importan...read more
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Simple assignment on Time Series Forecasting.

Q1. Assignment Discussion.
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Q1. Salary Discussion round and fitment round.
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