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Assumptions of Linear Logistic Regression
Assumes a linear relationship between the independent variables and the log-odds of the dependent variable
Assumes no multicollinearity among independent variables
Assumes independence of observations
Assumes linearity of the logit for continuous independent variables
Assumes no outliers in the data
Fuzzy matching is a technique used to find strings that are approximately equal to a given pattern.
Fuzzy matching compares strings based on similarity rather than exact matches
It is commonly used in data cleaning and record linkage tasks
Examples include matching 'John Doe' with 'Jon Doe' or '123 Main St' with '123 Main Street'
I applied via Referral and was interviewed before Jan 2024. There were 2 interview rounds.
I applied via Referral and was interviewed before Aug 2023. There were 2 interview rounds.
Personal life, Academics, Domain related questions.
I applied via Company Website and was interviewed in Feb 2022. There were 3 interview rounds.
Novartis interview questions for designations
I applied via Approached by Company and was interviewed before Sep 2022. There were 3 interview rounds.
A good APQR should be comprehensive, well-organized, and provide clear insights into the performance of the product.
Include detailed analysis of product quality and performance data
Highlight any trends or patterns observed during the reporting period
Provide recommendations for improvement based on the findings
Ensure compliance with regulatory requirements and guidelines
Include a summary of any corrective actions taken
QAA stands for Quality Assurance and Analysis. It is a process that ensures quality standards are met in products or services.
QAA involves monitoring and evaluating the quality of products or services
It includes identifying areas for improvement and implementing solutions
QAA helps in maintaining consistency and meeting customer expectations
Examples: conducting quality audits, analyzing customer feedback, implementing q
Data integrity refers to the accuracy, consistency, and reliability of data throughout its lifecycle.
Ensuring data is accurate and consistent across all systems and processes
Implementing data validation checks to prevent errors
Regularly auditing and monitoring data to identify and correct any issues
Maintaining data security to prevent unauthorized access or tampering
Examples: Using checksums to verify data integrity du...
To reduce unintentional human errors, implement standardized procedures, provide training and supervision, use technology, and encourage open communication.
Implement standardized procedures to ensure consistency and reduce confusion
Provide thorough training to employees to increase their knowledge and skills
Offer supervision and feedback to catch errors before they escalate
Utilize technology such as automation and erro...
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I applied via Recruitment Consultant and was interviewed before Mar 2020. There were 4 interview rounds.
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I applied via Recruitment Consulltant and was interviewed in Dec 2021. There were 2 interview rounds.
I applied via Company Website and was interviewed in May 2021. There were 7 interview rounds.
I applied via Referral and was interviewed before Jun 2020. There were 3 interview rounds.
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