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I applied via Campus Placement and was interviewed before Oct 2022. There were 3 interview rounds.
I applied via Campus Placement and was interviewed in Oct 2024. There were 3 interview rounds.
Asked questions of finance and aptitude
Machine learning is a branch of artificial intelligence that involves developing algorithms and models that enable computers to learn from and make predictions or decisions based on data.
Machine learning is a subset of artificial intelligence that focuses on developing algorithms that can learn from and make predictions or decisions based on data.
It involves training models on large datasets to recognize patterns and m...
SQL is a programming language used for managing and manipulating relational databases.
SQL stands for Structured Query Language
It is used to retrieve and manipulate data in relational databases
Common SQL commands include SELECT, INSERT, UPDATE, DELETE
SQL can be used to create tables, indexes, and views
Examples of SQL databases include MySQL, PostgreSQL, Oracle
Software development involves creating, designing, testing, and maintaining software applications.
Software development includes coding, testing, debugging, and documenting software applications.
Developers use programming languages like Java, Python, C++, etc. to write code.
Agile and Waterfall are common software development methodologies.
Version control systems like Git are used to manage code changes.
Software developm...
Various machine learning algorithms with brief details
Supervised Learning: Linear Regression, Logistic Regression, Support Vector Machines (SVM), Decision Trees, Random Forest
Unsupervised Learning: K-means Clustering, Hierarchical Clustering, Principal Component Analysis (PCA)
Reinforcement Learning: Q-Learning, Deep Q-Networks (DQN)
Neural Networks: Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), L
I was interviewed in Feb 2024.
1 hour coding test on intermediate python programming
I applied via Naukri.com and was interviewed before Feb 2023. There were 3 interview rounds.
Asked about a case study on whom to give a loan among 1000 customers
I applied via LinkedIn and was interviewed in Nov 2022. There were 4 interview rounds.
Pandas and SQL questions and some business case
LSTM has better memory retention than RNN.
LSTM can remember long-term dependencies better than RNN.
LSTM has a gating mechanism that controls the flow of information.
LSTM can handle vanishing gradient problem better than RNN.
LSTM is more suitable for tasks that require long-term memory, such as speech recognition and language translation.
Multicollinearity is a phenomenon where two or more independent variables in a regression model are highly correlated.
It can lead to unstable and unreliable estimates of regression coefficients.
It can make it difficult to determine the individual effect of each independent variable on the dependent variable.
It can also result in inflated standard errors and p-values, making it difficult to identify statistically signif...
RAM stands for Random Access Memory, a type of computer memory that can be accessed randomly. ROM stands for Read-Only Memory, a type of memory that stores data permanently.
RAM is volatile memory used by the computer to store data and program instructions temporarily.
ROM is non-volatile memory that stores firmware and cannot be easily modified or deleted.
RAM is faster but loses data when power is turned off, while ROM ...
Computers understand machine language, which is a set of binary codes representing instructions that the computer can execute.
Computers understand machine language, which consists of binary code representing instructions.
High-level programming languages like Python, Java, C++ are used to write code that is then translated into machine language.
Compilers and interpreters are used to convert high-level code into machine
Machine language is the lowest-level programming language that directly corresponds to instructions executed by a computer's CPU.
Machine language consists of binary code representing instructions that can be executed by a computer's central processing unit (CPU)
It is the lowest-level programming language and is specific to the type of CPU being used
Machine language is difficult for humans to read and write, as it is co...
BIOS works as a firmware that initializes hardware components during the boot process of a computer.
BIOS stands for Basic Input/Output System
It is responsible for initializing and testing hardware components like the CPU, memory, and storage devices
BIOS also provides the necessary instructions for the operating system to boot up
It is stored on a ROM chip on the motherboard
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