20+ Sanjeevan College of Teaching Education, Interview Questions and Answers

I ensure proper data management through a systematic approach.

• Identify data sources and stakeholders

• Establish data quality standards and policies

• Implement data governance framework

• Ensure data security and privacy

• Regularly monitor and audit data

• Continuously improve data management processes

We use Collibra as our Data Governance tool.

• Collibra is a popular Data Governance tool used by many organizations.

• It helps in managing data assets, data quality, and data privacy.

• Collibra provides a centralized platform for data governance and collaboration.

• It also offers features like data lineage, data cataloging, and data stewardship.

• Collibra integrates with various data sources and tools like Tableau, Informatica, etc.

Implementing a Data Governance framework involves defining policies, procedures, and roles to manage data assets.

• Identify stakeholders and their roles in data governance

• Define policies and procedures for data management

• Establish data quality standards and metrics

• Implement data security and privacy measures

• Create a data catalog and inventory

• Monitor and enforce compliance with data governance policies

• Continuously review and improve the data governance framework

I have worked in various domains including finance, healthcare, and retail.

• Worked as a data steward in a finance company, ensuring data accuracy and compliance with regulations.

• Managed data for a healthcare organization, ensuring patient privacy and security.

• Worked with retail data to analyze customer behavior and improve sales strategies.

We use Apache NiFi for our data processing pipelines.

• Apache NiFi is an open-source tool for automating and managing data flows between systems.

• It provides a web-based interface for designing, building, and monitoring data pipelines.

• NiFi supports a wide range of data sources and destinations, including databases, Hadoop, and cloud services.

• It also has built-in security and data provenance features.

• Some examples of our NiFi pipelines include ingesting data from IoT devices and ...read more

Setting up a Data Quality workflow involves defining standards, identifying data sources, and implementing data cleansing processes.

• Define data quality standards and metrics

• Identify data sources and assess their quality

• Implement data cleansing processes

• Establish data governance policies and procedures

• Monitor and measure data quality over time

Data catalog and lineage are done through metadata management and tracking data flow.

• Create a metadata repository to store information about data sources, data types, and data lineage.

• Track data flow through the use of data lineage tools and techniques such as data mapping and data profiling.

• Ensure data quality by implementing data governance policies and procedures.

• Regularly update the metadata repository to reflect changes in data sources and data flow.

• Examples of data line...read more

To print the vol show commands, use the appropriate command-line interface (CLI) or management software.

• Use the CLI of the storage system to execute the 'vol show' command.

• The specific syntax may vary depending on the storage system being used.

• Alternatively, use management software provided by the storage vendor to access and print the vol show commands.

• Ensure you have the necessary permissions and access rights to execute the command.

Peak purity is the measure of the homogeneity of a peak in a chromatogram, while % area normalization is a method to compare the relative amounts of different peaks in a chromatogram.

• Peak purity is determined by comparing the spectra at different points within a peak to ensure they are similar, indicating a pure compound.

• % area normalization involves adjusting the peak areas in a chromatogram to a common reference point, usually 100% for the most abundant peak.

• Peak purity is ...read more

PDA detector measures absorbance at multiple wavelengths, while DAD detector measures absorbance at all wavelengths simultaneously.

• PDA detector uses a photodiode array to measure absorbance at multiple wavelengths, allowing for more detailed analysis.

• DAD detector uses a diode array to measure absorbance at all wavelengths simultaneously, providing faster and more comprehensive data.

• PDA detector is more suitable for applications requiring specific wavelength analysis, while DA...read more

Labeling is the process of providing information about a product on its packaging or accompanying literature.

• Labeling includes information such as ingredients, usage instructions, warnings, and storage instructions.

• Labeling is important for consumer safety and informed decision making.

• In the medical field, labeling also includes information about dosage, side effects, and contraindications.

• Examples of labeled products include food packaging, medication bottles, and cosmetic p...read more

Beer's Ambert Law states that the absorbance of a substance is directly proportional to its concentration and the path length of the light through the sample.

• Beer's Ambert Law is commonly used in spectrophotometry to determine the concentration of a substance in a solution.

• The law is expressed as A = εlc, where A is the absorbance, ε is the molar absorptivity, l is the path length, and c is the concentration.

• It is applicable in various fields such as chemistry, biochemistry, ...read more

I would start by gathering more information, clarifying requirements, and collaborating with stakeholders.

• Gather more information from stakeholders

• Clarify requirements and expectations

• Collaborate with team members to brainstorm and define the task

• Break down the task into smaller, more manageable parts

• Iterate and refine the task as more information becomes available

Developing RS method development involves understanding the research objectives, selecting appropriate techniques, optimizing parameters, and validating the method.

• Understand the research objectives and requirements

• Select appropriate techniques based on the sample and analyte properties

• Optimize method parameters such as mobile phase composition, column temperature, and flow rate

• Validate the method by assessing parameters like linearity, accuracy, precision, and robustness

The disk show commands are used to display information about disks in a data center.

• Use the 'disk show' command followed by specific options to retrieve disk information

• Common options include 'disk show -v' for verbose output and 'disk show -a' for all disks

• Examples: 'disk show -v' to display detailed disk information, 'disk show -a' to show all disks

Environmental monitoring types include EM classification (grades) which categorize cleanrooms based on particle count.

• EM classification (grades) is a system used to categorize cleanrooms based on particle count

• The grades range from A to D, with A being the cleanest and D being the least clean

• Environmental monitoring types also include surface monitoring and air monitoring

• Surface monitoring involves swabbing surfaces to check for microbial contamination

• Air monitoring involves ...read more

React hooks are functions that let you use state and other React features without writing a class.

• Hooks are functions that let you use state and other React features in functional components

• useState() is a hook that allows you to add state to functional components

• useEffect() is a hook that allows you to perform side effects in functional components

• useContext() is a hook that allows you to use the context API in functional components

Aseptic refers to the process of preventing contamination by harmful microorganisms.

• Aseptic techniques are commonly used in medical procedures to prevent infections.

• Examples include sterilizing equipment before surgery and maintaining a sterile environment in a laboratory.

• Aseptic packaging is used in food industry to extend shelf life by preventing contamination.

Regulatory Affairs involves ensuring compliance with laws and regulations in various industries.

• Regulatory Affairs is a field that deals with the development, implementation, and compliance of regulations and laws.

• It involves working closely with government agencies and regulatory bodies to ensure that products, processes, and practices meet legal requirements.

• Regulatory Affairs professionals are responsible for obtaining and maintaining necessary licenses, permits, and appro...read more

Hydrophobic repels water, hydrophilic attracts water.

• Hydrophobic substances do not mix with water

• Hydrophilic substances mix well with water

• Hydrophobic molecules have non-polar bonds

• Hydrophilic molecules have polar or ionic bonds

• Examples: Oil is hydrophobic, salt is hydrophilic

Handling failure involves acknowledging mistakes, learning from them, and maintaining a positive mindset.

• Acknowledge and accept failure as a learning opportunity

• Analyze the reasons for failure and identify areas for improvement

• Take responsibility for mistakes and avoid blaming others

• Learn from failures and apply the lessons to future endeavors

• Maintain a positive mindset and use failure as motivation to succeed

Liskov Substitution Principle states that objects of a superclass should be replaceable with objects of its subclasses without affecting the program's correctness.

• Subtypes must be substitutable for their base types.

• Derived classes must be able to replace their base classes without affecting the program's behavior.

• Violating this principle can lead to unexpected behavior and errors in the code.

• Example: If a program expects a base class object, it should be able to work correctl...read more

Oops concept is a programming paradigm that focuses on objects and classes.

• Oops stands for Object-Oriented Programming

• Key concepts include inheritance, encapsulation, polymorphism, and abstraction

• Examples: Class Car with properties like make, model, and methods like start(), stop()

• Example: Inheritance - Class SUV extends Car and adds property numSeats

Area classification refers to the categorization of hazardous areas based on the likelihood of explosive atmospheres.

• Area classification is important for ensuring safety in environments where explosive atmospheres may be present.

• It involves identifying and classifying areas based on the likelihood of explosive gas or dust being present.

• Examples of hazardous areas include oil refineries, chemical plants, and grain silos.

• Different classifications (e.g. Zone 0, Zone 1, Zone 2) i...read more

Ductility is the ability of a material to deform under tensile stress without breaking, while brittleness is the tendency of a material to fracture without significant deformation.

• Ductility allows a material to be stretched into a wire or thread without breaking.

• Brittleness causes a material to break or shatter when subjected to stress without significant deformation.

• Examples of ductile materials include gold, copper, and aluminum.

• Examples of brittle materials include glass, ...read more

Vcc is the supply voltage for a digital circuit, while Vdf is the forward voltage drop across a diode.

• Vcc is the supply voltage for digital circuits, typically 3.3V or 5V.

• Vdf is the forward voltage drop across a diode, typically around 0.7V for silicon diodes.

• Vcc is used to power the entire circuit, while Vdf is specific to the diode's operation.