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Genzeon Corporation
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I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
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...
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;
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 ...
Top trending discussions
I applied via Naukri.com and was interviewed in Jan 2024. There was 1 interview round.
Pre-processing steps involve cleaning, transforming, and preparing data for machine learning models.
Data cleaning: removing missing values, duplicates, and outliers
Data transformation: scaling, encoding categorical variables, and feature engineering
Data normalization: ensuring all features have the same scale
Data splitting: dividing data into training and testing sets
Lemmatization is the process of reducing words to their base or root form.
Lemmatization helps in standardizing words for analysis.
It reduces inflected words to their base form.
For example, 'running' becomes 'run' after lemmatization.
Discussion on Gradient, SGD, K Mean ++, Silhouette Score, How to Handle High Variation Data,
Coding asked to code KNN, Hyper-Parameter Tuning, Two Difficult Questions on Coding...DSA Based Stumped on Those.
Verdict... Not Selected
Simple Coding No Chat GPT Support Should Be There
I was interviewed before Sep 2020.
Round duration - 140 minutes
Round difficulty - Medium
Test timing was at 2:00 pm , it was conducted in a college and the environment was good for the test. Camera was a primary part of test, so no suspicious activity.
Given two numbers in the form of two arrays where each element of the array represents a digit, calculate the sum of these two numbers and return this sum as an ar...
Given two numbers represented as arrays, calculate their sum and return the result as an array.
Iterate through the arrays from right to left, adding digits and carrying over if necessary
Handle cases where one array is longer than the other by considering the remaining digits
Ensure the final sum array does not have any leading zeros
Round duration - 20 minutes
Round difficulty - Easy
The round was conducted at around 12 p.m. I was called at the college location and then it was conducted. The interviewer was quite polite and frank.
Round duration - 8 minutes
Round difficulty - Easy
This round was conducted right after finishing and clearing the technical round at the same place and on the same day.
Tip 1 : Practice atleast 2-3 Coding problems daily so your logic building becomes stronger.
Tip 2 : Exercise problems based on OOPS concepts and others too.
Tip 3 : If you can have your own project built, then it's the major point and will act as a plus point.
Tip 1 : Your resume should be in standard form, short and simple will be more effective.
Tip 2 : Whatever you have learned, you need to mention it in your resume as that will be your primary source of selection and having project on your resume is important.
I applied via Naukri.com and was interviewed before Apr 2020. There were 5 interview rounds.
I applied via Campus Placement and was interviewed before Jan 2020. There were 4 interview rounds.
I applied via Campus Placement and was interviewed before Feb 2020. There were 4 interview rounds.
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