Tredence Associate Manager Interview Questions, Process, and Tips

Q1. What is precision and recall
Ans. 
Precision and recall are metrics used in classification tasks to evaluate the performance of a model.
• 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 is about how many of the actual positive cases were correctly predicted as positive.

• Recall is...read more
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Q2. How you will remove hallucination in LLM
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Q1. What is PEFT?and what is QLORA
Ans. 
PEFT stands for Physical Education, Fine Arts, Technology. QLORA is a software platform for managing and analyzing data.
• PEFT is an acronym for Physical Education, Fine Arts, Technology, representing different areas of study or activities in education.

• QLORA is a software platform used for managing and analyzing data, often used in research or business settings.

• PEFT can be implemented in schools to ensure a well-rounded ...read more
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Q2. Explain random forest algorithm
Ans. 
Random forest is an ensemble learning method that builds multiple decision trees and merges their predictions to improve accuracy.
• Random forest creates multiple decision trees during training.

• Each tree is built using a random subset of features and data points.

• The final prediction is made by averaging the predictions of all trees (regression) or taking a majority vote (classification).
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Q1. What are the challanges you faced
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Q2. How do you manage team?
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Q1. Partioning and clustering difference
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I dont remember clearly

Q1. Basic intro about profile
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Q2. Background of scm
Ans. 
SCM stands for Supply Chain Management, which involves the planning, coordination, and execution of all activities involved in sourcing, procurement, production, and logistics.
• SCM involves the management of the flow of goods and services from the point of origin to the point of consumption.

• It includes activities such as inventory management, demand forecasting, supplier relationship management, and distribution.

• Effecti...read more
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In this round, we have to answer a case study within two days and present are findings to the panel

Q1. In depth grilling on scm
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Q1. Salary discussion
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Q1. Sql, python and Analytics basics
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Q1. Guestimates, problem solving
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Q1. Discussion with leadership. Checking cultural fit
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