Genpact Senior Data Scientist Interview Questions and Answers

Depreciation is necessary to allocate the cost of an asset over its useful life.

• Depreciation helps in matching the cost of an asset with the revenue it generates.

• It allows for the recognition of the wear and tear, obsolescence, and loss of value of assets over time.

• Depreciation expense reduces taxable income, resulting in tax savings for companies.

• It helps in determining the true profitability and financial position of...read more

I remain calm, listen actively, empathize, apologize, offer solutions, and follow up.

• Remain calm and professional throughout the call.

• Listen actively to the customer's concerns and let them vent.

• Empathize with the customer and acknowledge their frustration.

• Apologize for the inconvenience caused and take responsibility.

• Offer solutions to resolve the issue and ask for their input.

• Follow up with the customer to ensure the...read more

Fault tolerance in MS and achieving it in Spring framework

• Fault tolerance is the ability of a system to continue functioning even in the presence of faults or errors

• In MS, fault tolerance can be achieved through technologies like clustering, load balancing, and replication

• In Spring framework, fault tolerance can be achieved through the use of circuit breakers, retry mechanisms, and fallbacks

• Circuit breakers can be used...read more

Horizontal scaling means adding more machines to a pool of resources, while vertical scaling means adding more power (CPU, RAM) to an existing machine.

• Horizontal scaling involves adding more machines to a network to increase capacity

• Vertical scaling involves adding more resources (CPU, RAM) to a single machine to increase capacity

• Horizontal scaling is more cost-effective and easier to implement than vertical scaling

• Exa...read more

System drive and Boot drive are different in terms of their functionality and purpose.

• System drive contains the operating system files and other system-related files.

• Boot drive is the drive from which the computer boots up.

• System drive can be different from the Boot drive.

• For example, in a dual-boot system, each operating system may have its own system and boot drives.

Yes, Azure supports AD LDAP.

• Azure Active Directory Domain Services provides LDAP support

• Allows applications to authenticate and authorize users

• Can be used to manage on-premises AD from Azure

• Supports LDAPS (LDAP over SSL/TLS) for secure communication

Azure does not support LDAP. Workaround is to setup Azure AD Domain services and configure LDAP connect.

• Azure AD Domain services can be used as a workaround for LDAP.

• Security groups can be set up in Identity and Accounts Management.

• LDAP connect can be configured after setting up Azure AD Domain services.

• Azure AD Domain services provides managed domain services such as domain join, group policy, LDAP, and Kerberos/NTLM ...read more