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Loylty Rewardz Mngt Interview Questions and Answers

Updated 5 Feb 2024

Q1. What is Logistic regression and Random Forest ?

Ans.

Logistic regression is a statistical model used to predict binary outcomes. Random Forest is an ensemble learning method that combines multiple decision trees.

  • Logistic regression is a type of regression analysis used when the dependent variable is binary or categorical.

  • It estimates the probability of a certain event occurring based on the values of independent variables.

  • Random Forest is a machine learning algorithm that creates a multitude of decision trees and combines their...read more

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Q2. What is Apriori Algorithm ?

Ans.

Apriori Algorithm is a data mining algorithm used for frequent itemset mining and association rule learning.

  • Apriori Algorithm is used to find frequent itemsets in a dataset.

  • It is based on the concept of support and confidence.

  • Support measures the frequency of an itemset in the dataset.

  • Confidence measures the likelihood of occurrence of an itemset given the occurrence of another itemset.

  • The algorithm uses a bottom-up approach to discover frequent itemsets by generating candida...read more

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Q3. What is growth? Is there any onsite opportunity in future?

Ans.

Growth is the process of continuous development and improvement in various aspects of life.

  • Growth involves personal and professional development.

  • It includes acquiring new skills and knowledge.

  • Growth can be measured by progress and achievements.

  • It can be seen in career advancements and promotions.

  • Growth also involves expanding one's network and connections.

  • It can be achieved through learning from experiences and challenges.

  • Growth is a lifelong journey of self-improvement.

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Q4. Explain security misconfiguration of cloud

Ans.

Security misconfiguration in cloud refers to the improper configuration of security settings, leaving vulnerabilities open to exploitation.

  • Misconfigured firewalls, access controls, and encryption can lead to data breaches

  • Default passwords and unpatched software can be exploited by attackers

  • Improperly configured network architecture can lead to unauthorized access

  • Lack of proper monitoring and logging can make it difficult to detect and respond to security incidents

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Q5. Tell us about your targets, sales cycle, lead funnel management

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Q6. Difference between Hashmap vs concurrent hashmap

Ans.

Hashmap is not thread-safe while concurrent hashmap is thread-safe.

  • Hashmap is faster than concurrent hashmap in single-threaded environments.

  • Concurrent hashmap allows multiple threads to access and modify the map concurrently.

  • Concurrent hashmap uses a technique called lock striping to achieve thread-safety.

  • Hashmap can be used in scenarios where thread-safety is not a concern.

  • Concurrent hashmap is preferred in multi-threaded environments to avoid race conditions.

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Q7. Explain basic network diagram

Ans.

A basic network diagram is a visual representation of how devices are connected in a network.

  • It shows the physical layout of the network

  • It includes devices such as routers, switches, servers, and workstations

  • It also shows the connections between the devices, such as Ethernet cables or wireless connections

  • It can be used to troubleshoot network issues or plan network upgrades

  • Example: A basic network diagram for a small office might show a router connected to a switch, which is ...read more

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