Fractal Analytics Senior Manager Interview Questions and Answers

Q1. Pharma industry questions
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Q1. How model maintainance was done, mlflow
Ans. 
Model maintenance is done using MLflow, a platform for managing the end-to-end machine learning lifecycle.
• MLflow provides tools for tracking experiments, packaging code, and deploying models.

• It allows for easy comparison of different model versions and tracking of performance metrics.

• MLflow can be integrated with popular machine learning libraries like scikit-learn, TensorFlow, and PyTorch.

• Model maintenance involves re...read more
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Q2. What is precision recalll
Ans. 
Precision recall is a measure used in classification tasks to evaluate the quality of the model's predictions.
• Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.

• Recall is the ratio of correctly predicted positive observations to the all observations in actual class.

• Precision and recall are often used together to evaluate the performance of a classification m...read more
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Behavioural question, business development experience

Discussion on resume? Why did you use deep learning model?

SQL test has been conducted nearer to 12-15 questions.

Q1. Normal discussion, about salary negotiation
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Q2. Asked about my past company experience
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Go for general aptitude questions.

Q1. Go through SQL basics first and then coding basics.
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