Sandoz International Interview Questions and Answers

Maths Resoning Technical Mcq

Q1. Introduction Yourself
Add your answer
Q2. Mpharm project discussion
Add your answer

Q1. Akums drugs and pharmaceuticals
Add your answer
Q2. What are the key processes involved in pharmaceutical production?
Add your answer
Q3. Akums industry growth opportunities and positive environment
Add your answer
Q4. Akums manufacturing by cosmetic products or neutraceutical products, allopathic products, ayurvedic products
Add your answer
Q5. Growth opportunities.
Add your answer

Q1. Introduce yourself, witha brief of your personal and professional background.
Add your answer
Q2. What are your positive and negative sides, why do you think that you are the best choic for this organization?
Add your answer

Coomon aptitude test, reasoning, maths, general intelligence.

Q1. What is your present CTC, and what is your expectation?
Add your answer
Q2. How will you manage in a diverse environment, when you have only experience in a closed customer environment?
Add your answer

Q1. Electricals instmant maintains
Add your answer
Q2. Instmant maintains repair work
Add your answer
Q3. I like my job
Add your answer

Q1. Which project are you currently working on? What statistical techniques are you planning to use in the project?
Ans. 
I am currently working on a project analyzing customer behavior in an e-commerce platform.
• Using regression analysis to identify factors influencing customer purchase decisions

• Applying clustering techniques to segment customers based on their behavior

• Utilizing hypothesis testing to determine the effectiveness of marketing strategies
Answered by AI
Add your answer
Q2. Follow up to previous - What is t-test? What are some assumptions/criteria the data needs to fulfill for applying the t-test? Some questions about t distribution.
Ans. 
T-test is a statistical test used to determine if there is a significant difference between the means of two groups.
• T-test is used to compare the means of two groups to see if they are significantly different.

• Assumptions for t-test include normal distribution of data, independence of observations, and homogeneity of variances.

• There are two types of t-tests: independent samples t-test and paired samples t-test.

• T-distrib...read more
Answered by AI
Add your answer
Q3. What is the difference between descriptive and inferential statistics? Give an example to support the same.
Ans. 
Descriptive statistics summarize data, while inferential statistics make predictions or inferences about a population based on a sample.
• Descriptive statistics describe the main features of a dataset, such as mean, median, and standard deviation.

• Inferential statistics involve making predictions or inferences about a population based on a sample, using techniques like hypothesis testing and confidence intervals.

• Example: ...read more
Answered by AI
Add your answer
Q4. In descriptive statistics, what are the different techniques? Explain kurtosis and it's three types.
Ans. 
Descriptive statistics techniques include measures of central tendency, dispersion, skewness, and kurtosis.
• Measures of central tendency include mean, median, and mode.

• Measures of dispersion include range, variance, and standard deviation.

• Skewness measures the asymmetry of the data distribution.

• Kurtosis measures the peakedness or flatness of the data distribution.

• The three types of kurtosis are mesokurtic (normal distri...read more
Answered by AI
Add your answer
Q5. What is box plot? Why is it used? How do we assess the skewness of distribution from the box plot?
Ans. 
Box plot is a visual representation of the distribution of a dataset, used to identify outliers and assess skewness.
• Box plot displays the median, quartiles, and potential outliers of a dataset.

• It is used to visually assess the spread, skewness, and presence of outliers in the data.

• Skewness can be assessed from the box plot by observing the relative lengths of the whiskers and the position of the median.
Answered by AI
Add your answer
Q6. What is p-value? Explain in layman terms and give an example.
Ans. 
P-value is a measure that helps determine the strength of evidence against the null hypothesis in statistical hypothesis testing.
• P-value is the probability of obtaining results as extreme as the observed results, assuming the null hypothesis is true.

• A low p-value (typically ≤ 0.05) indicates strong evidence against the null hypothesis, leading to its rejection.

• For example, if a study comparing two drugs shows a p-value...read more
Answered by AI
Add your answer
Q7. Explain when ANOVA is used. What assumptions need to be fulfilled before testing with ANOVA?
Ans. 
ANOVA is used to compare means of three or more groups. Assumptions include normality, homogeneity of variances, and independence.
• ANOVA is used to compare means of three or more groups to determine if there is a significant difference among them.

• Assumptions for ANOVA include normality of data within each group, homogeneity of variances between groups, and independence of observations.

• Example: ANOVA can be used to compa...read more
Answered by AI
Add your answer
Q8. What is degree of freedom, and what does it signify? What is the real interpretation of the degree of freedom?
Ans. 
Degree of freedom represents the number of independent values or quantities which can be assigned to a statistical distribution.
• Degree of freedom is the number of values in the final calculation of a statistic that are free to vary.

• In simple terms, it signifies the number of independent pieces of information available to estimate a parameter.

• For example, in a t-test, the degree of freedom is n-1, where n is the sample ...read more
Answered by AI
Add your answer
Q9. What do you know about clinical trials? What are it's phases and in each phase how the sample size is determined?
Add your answer
Q10. Some resume based question on previous internship.
Add your answer

Q1. Question about LMS experience
Add your answer
Q2. Technical questions on csod
Add your answer

Q1. Csod functions and its features
Ans. 
Csod is a learning management system with various functions and features.
• Csod offers online learning courses for employees.

• It provides tools for creating and managing training programs.

• Csod includes features for tracking employee progress and performance.

• It allows for customization of learning paths and content.

• Csod also offers reporting and analytics capabilities for monitoring training effectiveness.
Answered by AI
Add your answer
Q2. Curriculum and versioning
Add your answer
Q3. Learning assignment tool
Add your answer
Q4. Behavioral questions and how you would work on certain scenarios
Add your answer

Q1. Basic knowledge about the field
Add your answer

Q1. Technical questions from the curriculum
Add your answer

Q1. Have you make any Down payment
Ans. 
Yes, I have made a down payment on my car loan.
• Yes, I made a down payment of 20% on my car loan.

• The down payment helped lower my monthly payments.

• I saved up for the down payment over several months.
Answered by AI
Add your answer
Q2. Did you come across any situation like aging invoices pending to process and how you clear that
Add your answer