EPAM Systems Intern Interview Questions and Answers

Q1. What is Stochastic Gradient Descend?
Ans. 
Stochastic Gradient Descent is an optimization algorithm used to minimize the cost function in machine learning by updating parameters iteratively.
• SGD is a variant of Gradient Descent that updates the model's parameters using a single training example at a time.

• It is computationally efficient and is commonly used in large-scale machine learning tasks.

• SGD is suitable for online learning and can handle large datasets eff...read more
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Q2. How to improve SGD?
Ans. 
To improve SGD, consider adjusting learning rate, using momentum, implementing learning rate schedules, and adding regularization techniques.
• Adjust learning rate: Experiment with different learning rates to find the optimal value for faster convergence.

• Use momentum: Incorporate momentum to accelerate SGD in the relevant direction and dampen oscillations.

• Implement learning rate schedules: Decay the learning rate over ti...read more
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Q1. Is technology making us less human?
Ans. 
Technology is changing the way we interact and communicate, but it doesn't necessarily make us less human.
• Technology enhances our abilities and connections with others.

• It can improve efficiency and productivity in various aspects of life.

• However, over-reliance on technology may lead to decreased face-to-face interactions and empathy.

• Balancing technology use with real-life experiences is key to maintaining our humanity.
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Based to compensation of employee.

Q1. Project based questions?
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Q2. Why to Join Emerson?
Ans. 
Emerson offers a dynamic work environment, opportunities for growth, and a commitment to innovation.
• Emerson provides a collaborative work culture that encourages creativity and problem-solving.

• The company offers various training and development programs to help interns enhance their skills.

• Emerson is known for its cutting-edge technology and commitment to sustainability.

• Interns at Emerson have the opportunity to work o...read more
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Q1. Where do you see yourself in 5 years
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Q2. Situation you are proud of/ Situation you are not proud of
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Q1. Introduce yourself
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Q1. Walk me through your resume and explain your projects
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Q2. What did you do in your internship?
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Q1. What is revenue recognition
Ans. 
Revenue recognition is the process of recording revenue in a company's financial statements when it is earned.
• Revenue recognition is important for accurately reflecting a company's financial performance.

• It involves determining when revenue is earned and when it can be recognized on the income statement.

• Revenue is typically recognized when goods are delivered or services are performed, regardless of when payment is rece...read more
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General - basic questions

Focused on communication skills

Q1. Technical skill evaluation
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Q1. Basic duties explained and working environment explained.
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