Genzeon Corporation Interview Questions, Process, and Tips

Q1. What is Transformer? What is Multi Head Attention? Positional Encoding?
Ans. 
Transformer is a deep learning model that uses self-attention mechanism. Multi Head Attention is a variant of attention mechanism. Positional Encoding is used to inject information about the position of tokens in the sequence.
• Transformer is a deep learning model introduced in the paper 'Attention is All You Need' by Vaswani et al.

• Multi Head Attention allows the model to focus on different parts of the input sequence si...read more
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Q2. What is RAG? how we retrieve data from Vector DB
Ans. 
RAG stands for Retrieve, Aggregate, and Group. Data can be retrieved from Vector DB using SQL queries.
• RAG is a process used to retrieve, aggregate, and group data from a database.

• SQL queries are commonly used to retrieve data from Vector DB.

• Example: SELECT * FROM table_name WHERE condition;
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Q1. Explain Projects, What is View, union vs union all, how we maintain referential integrity, Types of Triggers in SQL, Where and Having clause?
Ans. 
Answering questions related to SQL concepts and syntax.
• Projects in SQL refer to selecting specific columns from a table.

• View in SQL is a virtual table created by a query.

• Union combines the results of two or more SELECT statements, while Union All includes duplicates.

• Referential integrity is maintained through foreign key constraints.

• Types of triggers in SQL include DML triggers and DDL triggers.

• Where clause is used to ...read more
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Q2. MLOPs Framework need, workflow, why XG is best performing, Bagging and Boosting?
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Q1. Testing methodology
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Q2. Coding question regaeding collections
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Q1. Manager level question Scenario based questions
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Q2. General knowledge question wrt testing
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Basic aptitude and basic computer questions

Q1. What is http and what is cloud
Ans. 
HTTP is a protocol used for transferring data over the internet, while cloud refers to the delivery of computing services over the internet.
• HTTP stands for Hypertext Transfer Protocol and is used for transmitting data on the web

• Cloud computing refers to the delivery of computing services like storage, databases, networking, software, and more over the internet

• Examples of cloud services include Amazon Web Services (AWS)
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Q2. What is port numbers
Ans. 
Port numbers are communication endpoints in a network, allowing multiple applications to use the same network connection.
• Port numbers range from 0 to 65535

• Well-known ports (0-1023) are reserved for specific services (e.g. HTTP uses port 80)

• Registered ports (1024-49151) are assigned by IANA for specific purposes

• Dynamic or private ports (49152-65535) are used for temporary connections
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Q1. What is osi model
Ans. 
The OSI model is a conceptual framework that standardizes the functions of a telecommunication or computing system into seven layers.
• The OSI model stands for Open Systems Interconnection model.

• It helps in understanding how different networking protocols work together.

• The seven layers are: Physical, Data Link, Network, Transport, Session, Presentation, and Application.

• Each layer has specific functions and communicates w...read more
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Q2. Explain about azure services
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Azure services are a collection of cloud computing services provided by Microsoft.
• Azure Virtual Machines - allows users to create and manage virtual machines in the cloud

• Azure App Services - platform as a service (PaaS) offering for building, deploying, and scaling web apps

• Azure Blob Storage - scalable object storage for unstructured data

• Azure SQL Database - fully managed relational database service

• Azure Cognitive Serv...read more
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Q1. Tell me about yourself
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Q2. What do you do
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