Konverge AI Interview Questions and Answers

Parse a tree in any order

Q1. What databases have you worked with?
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3 to 4 basic coding questions

Q1. Explain your favorite project
Ans. 
Developed a predictive model for customer churn in a telecom company
• Used machine learning algorithms like logistic regression and random forest

• Performed feature engineering to extract relevant customer behavior patterns

• Evaluated model performance using metrics like accuracy, precision, and recall
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Q2. Write backpropogation for single hidden layer binary classification
Ans. 
Backpropagation for single hidden layer binary classification
• Initialize weights randomly for input to hidden layer and hidden layer to output layer

• Calculate the predicted output using sigmoid activation function

• Calculate the error between predicted output and actual output

• Update the weights using gradient descent to minimize the error

• Repeat the process for multiple iterations until convergence
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Q3. Detailed discussion on various in depth understanding of ml models
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Basic DSA questions based on arrays strings matrix

Q1. Problems based on whatever is there in resume
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Q1. Basic hr question
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