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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...
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...
Behavioural question, business development experience
Discussion on resume? Why did you use deep learning model?
I applied via Recruitment Consulltant and was interviewed before May 2023. There were 2 interview rounds.
MMx process is a strategic marketing process that focuses on maximizing market share and profitability.
MMx process involves analyzing market trends and competition
It includes identifying target customers and developing marketing strategies to reach them
MMx process also involves monitoring and adjusting strategies based on performance metrics
I am motivated by challenging projects, opportunities for growth, and making a positive impact.
Challenging projects push me to learn and grow
Opportunities for growth keep me engaged and excited
Making a positive impact on others or the company drives me to do my best
Recognition and appreciation for my work also motivates me
I applied via Recruitment Consulltant and was interviewed before Feb 2021. There were 4 interview rounds.
I have the necessary skills, experience, and passion to contribute to the company's growth and success.
I have a proven track record of achieving targets and delivering results.
I possess excellent communication and interpersonal skills, which enable me to work effectively with colleagues and clients.
I am a quick learner and can adapt to new technologies and processes easily.
I am passionate about my work and always striv...
I have the necessary skills, experience, and passion to contribute to the company's growth and success.
I have relevant experience in the industry
I possess the required skills and knowledge for the job
I am a quick learner and can adapt to new situations easily
I am passionate about the company's mission and values
I am a team player and can work collaboratively with others
Using stochastic to analyze Indian cricket team's current scenario and eliminate worst while preserving best.
Stochastic analysis can help identify the strengths and weaknesses of individual players and the team as a whole
It can also help in predicting the outcome of future matches based on past performance
Eliminating the worst performers and preserving the best can help improve the team's overall performance
For example...
I was interviewed in Mar 2017.
I believe the recruiting process is thorough and well-organized.
The company uses a combination of resume screening, interviews, and assessments to evaluate candidates.
They have a clear timeline for the hiring process and keep candidates informed of their progress.
Feedback is provided to candidates after interviews to help them improve for future opportunities.
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