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I applied via LinkedIn and was interviewed in Feb 2022. There was 1 interview round.
Machine learning is a subset of artificial intelligence that involves training algorithms to make predictions or decisions based on data.
Machine learning involves using algorithms to learn patterns in data
It can be supervised, unsupervised, or semi-supervised
Examples include image recognition, natural language processing, and recommendation systems
Missing values can be handled by imputation or deletion.
Imputation involves filling in missing values with estimated values based on other data points.
Deletion involves removing rows or columns with missing values.
The choice of method depends on the amount and pattern of missing data.
Imputation methods include mean imputation, regression imputation, and k-nearest neighbor imputation.
Deletion methods include listwise de...
I applied via Naukri.com and was interviewed in Apr 2024. There were 2 interview rounds.
Telecom churn case study
Duration 45 minutes , topics are just logical
Duration 1 hr , 2 queestions were asked one from graph and one from dp
iNeuron.ai interview questions for popular designations
Time complexity questions were asked
I applied via Walk-in and was interviewed in Mar 2023. There were 2 interview rounds.
Python is a high-level programming language known for its simplicity and readability.
Python is an interpreted language, meaning it does not need to be compiled before execution.
It supports multiple programming paradigms, including object-oriented, imperative, and functional programming.
Python has a large standard library with built-in modules for various tasks, making it versatile and efficient.
It is widely used in dat...
Different data types in Python include integers, floats, strings, lists, tuples, dictionaries, and booleans.
Integers: whole numbers without decimals (e.g. 5, -10)
Floats: numbers with decimals (e.g. 3.14, -0.5)
Strings: sequences of characters enclosed in quotes (e.g. 'hello', '123')
Lists: ordered collections of items (e.g. [1, 'apple', True])
Tuples: ordered, immutable collections of items (e.g. (1, 'banana', False))
Dict...
PEP 8 is a style guide for Python code that outlines best practices for writing clean and readable code.
PEP 8 stands for Python Enhancement Proposal 8.
It covers topics such as indentation, line length, imports, naming conventions, and more.
Following PEP 8 helps improve code consistency, readability, and maintainability.
For example, PEP 8 recommends using 4 spaces for indentation and limiting line length to 79 character
I applied via Company Website and was interviewed in Apr 2024. There was 1 interview round.
Project in their company
Sql,python,ml basics
Related to basic questions of html css javascript. And one case study
I applied via Approached by Company and was interviewed before Aug 2022. There were 3 interview rounds.
Medium level questions on DSA to test problem solving capabilities
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