Akaike Technologies Interview Questions and Answers

Q1. Case Study: Provided a new drug to be launched in the market, how you would increase the sales of it in the market.
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Q2. How would you compare the features of a newly launched product from its competitor's products.
Ans. 
To compare product features, analyze data, conduct user surveys, and evaluate market positioning against competitors.
• Conduct a feature comparison matrix to list and evaluate key features side by side.

• Utilize customer feedback and reviews to assess user satisfaction with each product's features.

• Perform a SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) for both the new product and competitors.

• Analyze market...read more
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Q1. What is the XGBoost model and how does it function?
Ans. 
XGBoost is an efficient and scalable implementation of gradient boosting for supervised learning tasks.
• XGBoost stands for eXtreme Gradient Boosting, a machine learning algorithm based on decision trees.

• It uses an ensemble learning technique, combining multiple weak learners to create a strong predictive model.

• XGBoost optimizes the loss function using gradient descent, improving accuracy and reducing overfitting.

• It supp...read more
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Q2. What is the explanation of market mix modeling?
Ans. 
Market mix modeling analyzes the impact of various marketing channels on sales to optimize marketing strategies.
• Uses statistical techniques to assess the effectiveness of marketing campaigns.

• Incorporates various factors like advertising spend, promotions, and seasonality.

• Helps in budget allocation by identifying high-performing channels.

• Example: A company may find that TV ads drive more sales than social media, leading...read more
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Leetcode based problem

Basic questions in Python, SQL to test candidates's logical thinking

Q1. Basics of ML, DL, Gen AI
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Q2. Few scenario based questions
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Q3. Pat projects Discussion
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Q1. Check whether candidate fits in the environment
Ans. 
The candidate's fit in the environment can be assessed through their communication skills, adaptability, teamwork, and problem-solving abilities.
• Assess the candidate's communication skills by asking about their experience working in a team or presenting complex data to non-technical stakeholders.

• Evaluate the candidate's adaptability by inquiring about their experience with learning new tools or technologies quickly.

• Ass...read more
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