Accenture
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I applied via Recruitment Consulltant and was interviewed before Apr 2023. There were 4 interview rounds.
Gradient Boost is a machine learning technique that builds models in a sequential manner, where each new model corrects errors made by the previous one.
Gradient Boost combines multiple weak learners to create a strong learner.
It focuses on reducing the errors made by the previous models by giving more weight to the misclassified data points.
Popular implementations include XGBoost, LightGBM, and CatBoost.
Gradient Boost ...
Evaluation metric selection is crucial for assessing the performance of a machine learning model.
Consider the specific problem domain and objectives of the model
Choose metrics that align with the business goals
Select metrics that are easy to interpret and communicate
Balance between different metrics to get a comprehensive view of model performance
Examples of evaluation metrics include accuracy, precision, recall, F1 sc
I applied via Referral and was interviewed before May 2021. There was 1 interview round.
I applied via Referral and was interviewed before Nov 2019. There were 3 interview rounds.
I applied via Naukri.com and was interviewed before Jul 2021. There was 1 interview round.
I applied via Approached by Company and was interviewed before Oct 2021. There were 2 interview rounds.
Process knowledge refers to understanding the steps involved in a particular process.
It involves knowing the sequence of steps in a process
It includes knowledge of the inputs, outputs, and resources required for the process
It helps in identifying areas for improvement and optimizing the process
Example: A software developer should have process knowledge of software development lifecycle
I applied via Naukri.com and was interviewed before Sep 2023. There was 1 interview round.
I applied via Approached by Company and was interviewed in Sep 2024. There was 1 interview round.
posted on 14 Dec 2024
I appeared for an interview before Mar 2024, where I was asked the following questions.
I applied via Company Website and was interviewed in Oct 2022. There were 2 interview rounds.
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Mumbai,
Gurgaon / Gurugram
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Bangalore / Bengaluru
3-7 Yrs
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