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Publicis Sapient
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NER training using deep learning
I approach assignments by breaking them down into smaller tasks, setting deadlines, and regularly checking progress.
Break down the assignment into smaller tasks to make it more manageable
Set deadlines for each task to stay on track
Regularly check progress to ensure everything is on schedule
Seek feedback from colleagues or supervisors to improve the quality of work
I applied via Campus Placement and was interviewed before Feb 2023. There were 2 interview rounds.
Leet code practice solve medium difficulty questions
What people are saying about Publicis Sapient
I applied via Campus Placement and was interviewed before Sep 2020. There were 3 interview rounds.
I applied via Recruitment Consultant and was interviewed in Mar 2021. There was 1 interview round.
I applied via Approached by Company and was interviewed in Aug 2023. There were 3 interview rounds.
60 min hackerrank test,with one mysql medium difficulty question and one python medium/little hard level difficulty
I applied via Job Portal and was interviewed before Feb 2023. There was 1 interview round.
Hyperparameters in random forest are parameters that are set before the learning process begins.
Hyperparameters control the behavior of the random forest algorithm.
They are set by the data scientist and are not learned from the data.
Examples of hyperparameters in random forest include the number of trees, the maximum depth of trees, and the number of features considered at each split.
A QnA system with LLM is a system that uses the Language Model for Information Retrieval and Question Answering.
Preprocess the input question and convert it into a format suitable for the LLM model.
Fine-tune the LLM model on a dataset of question-answer pairs.
Use the fine-tuned model to generate answers for new questions.
Evaluate the performance of the QnA system using metrics like precision, recall, and F1 score.
Itera...
Unit testing is a process of testing individual units of code to ensure they function correctly.
Write test cases for each unit of code
Test inputs, outputs, and edge cases
Use testing frameworks like JUnit or pytest
Automate tests to run regularly
Ensure tests are independent, isolated, and repeatable
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