Amgen Data Scientist Interview Questions and Answers

Q1. Intro abt ourselves
Ans. 
I am a dedicated professional with a passion for problem-solving and a strong background in project management and teamwork.
• I have a degree in Business Administration, which has equipped me with essential skills in management and strategy.

• During my internship at XYZ Corp, I successfully led a team project that improved operational efficiency by 20%.

• I am proficient in data analysis tools like Excel and Tableau, which I ...read more
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Q2. Knowledge in Company what they are doing
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Q1. Explain about project in detail
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Q2. How did you manage so much cgpa?
Ans. 
I managed a high CGPA through consistent hard work, effective time management, seeking help when needed, and staying organized.
• Consistent hard work by studying regularly and staying focused on academics

• Effective time management to balance studies, assignments, and extracurricular activities

• Seeking help from professors, tutors, or classmates when facing challenges

• Staying organized with study schedules, notes, and deadli...read more
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Python

Q1. What is the hardest project u have done
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Q1. Difference between LSTM and BiLSTM
Ans. 
LSTM is a type of recurrent neural network that can remember previous inputs. BiLSTM is a variant that processes input in both directions.
• LSTM stands for Long Short-Term Memory

• LSTM can remember long-term dependencies in data

• BiLSTM processes input in both forward and backward directions

• BiLSTM is useful for tasks such as named entity recognition and sentiment analysis
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Q1. Basics of regression, bias variance
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Based on NLP

Q1. One-on-one with the company CEO.
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Related to NLP

Q1. One-on-one with company CEO
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Complex SQL Queries, Analytics, Case Studies - Predictive modeling

Q1. Statistical methods, Curve properties, Stock (optimization) problems, ML algorithms
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