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I applied via Internshala and was interviewed in Aug 2023. There was 1 interview round.
Data preprocessing steps involve cleaning, transforming, and organizing raw data before analysis.
Handling missing values by imputation or deletion
Removing duplicates
Normalization or standardization of data
Encoding categorical variables
Feature scaling
Data transformation (e.g. log transformation)
Feature engineering (creating new features)
Handling outliers
I applied via Internshala
Contains of technical questions
Data preprocessing is the process of cleaning, transforming, and organizing raw data to make it suitable for analysis.
Data preprocessing involves removing irrelevant or duplicate data.
It also includes handling missing values and outliers.
Data normalization and standardization are important preprocessing techniques.
Feature scaling and encoding categorical variables are part of preprocessing.
Data preprocessing improves d...
Supervised learning involves labeled data and predicting outcomes, while unsupervised learning involves finding patterns and relationships in unlabeled data.
Supervised learning uses labeled data to train a model and make predictions.
Examples of supervised learning include classification and regression.
Unsupervised learning finds patterns and relationships in unlabeled data.
Examples of unsupervised learning include clus
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They will ask you to code some basic coding question.
I applied via LinkedIn and was interviewed in Jan 2024. There were 2 interview rounds.
Time series and regression
Queries and commands
It was a training+ internship
I applied via campus placement at Andhra University and was interviewed in Aug 2022. There were 3 interview rounds.
Aptitude test was the basics asked in every exam
4-stroke engines have 4 strokes per cycle, while 2-stroke engines have 2 strokes per cycle.
4-stroke engines are more fuel-efficient and produce less pollution than 2-stroke engines.
2-stroke engines are simpler and lighter than 4-stroke engines.
4-stroke engines have separate intake, compression, power, and exhaust strokes, while 2-stroke engines combine intake and compression, and power and exhaust strokes.
Examples of 4...
A bevel gear is a type of gear used to transmit power between shafts at an angle.
Bevel gears have conical shapes and are used to change the direction of rotation.
They are commonly used in automobiles, airplanes, and power plants.
An example of a bevel gear is the ring and pinion gear in a car's differential.
Another example is the bevel gear used in a hand drill to transmit power from the motor to the chuck.
I applied via Campus Placement and was interviewed in Mar 2022. There were 3 interview rounds.
Exceptional handling in Java is a mechanism to handle runtime errors and prevent program crashes.
Java provides try-catch blocks to handle exceptions
Multiple catch blocks can be used to handle different types of exceptions
Finally block is used to execute code regardless of whether an exception is thrown or not
Oops concepts are fundamental to Java programming and include inheritance, polymorphism, encapsulation, and abstraction.
Inheritance allows a class to inherit properties and methods from a parent class.
Polymorphism allows objects to take on multiple forms and behave differently based on their context.
Encapsulation hides the implementation details of a class and only exposes necessary information.
Abstraction focuses on t...
Memory management and hash map are important concepts in Java programming.
Memory management is the process of allocating and deallocating memory in a program.
Java uses automatic memory management through garbage collection.
Hash map is a data structure that stores key-value pairs and uses hashing to retrieve values efficiently.
Java's HashMap class implements the Map interface and provides constant-time performance for b...
List of SQL languages
MySQL
Oracle
PostgreSQL
Microsoft SQL Server
SQLite
I applied via Campus Placement and was interviewed in Oct 2021. There were 3 interview rounds.
Exception handling in Java allows for the handling of errors and exceptions that may occur during program execution.
Java provides try-catch blocks to handle exceptions.
The try block contains the code that may throw an exception.
The catch block catches and handles the thrown exception.
Multiple catch blocks can be used to handle different types of exceptions.
The finally block is optional and is executed regardless of whe...
Memory management in Java involves automatic garbage collection and manual memory allocation.
Java uses automatic garbage collection to free up memory
Developers can manually allocate memory using the 'new' keyword
Java also has a 'finalize' method to clean up resources before garbage collection
Memory leaks can occur if objects are not properly released
Hash map is a data structure that stores key-value pairs and allows fast retrieval of values based on keys.
Hash map uses hashing to store and retrieve values based on keys
It allows null values and null keys
It is not synchronized and not thread-safe
Example: HashMap
map.put("apple", 1); int value = map.get("apple");
Primary key uniquely identifies a record while candidate key can also uniquely identify a record but may not be chosen as primary key.
Primary key is a column or set of columns that uniquely identifies each record in a table
Candidate key is a column or set of columns that can also uniquely identify each record in a table
A table can have multiple candidate keys but only one primary key
Primary key cannot have null values ...
Super key is a set of attributes that uniquely identifies a record, while foreign key is a reference to a primary key in another table.
Super key is a combination of one or more attributes that uniquely identifies a record in a table.
Foreign key is a field in a table that refers to the primary key of another table.
Super key can have additional attributes that are not necessary for uniqueness.
Foreign key establishes a re...
List of SQL languages and their brief explanation
SQL (Structured Query Language) is a standard language for managing relational databases
T-SQL (Transact-SQL) is a proprietary extension of SQL used by Microsoft SQL Server
PL/SQL (Procedural Language/Structured Query Language) is Oracle Corporation's proprietary extension of SQL
MySQL is an open-source relational database management system that uses SQL
PostgreSQL is an ope...
I applied via Newspaper Ad and was interviewed before Jun 2023. There was 1 interview round.
Python sql powerbi excel
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