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I applied via Referral and was interviewed in Oct 2023. There was 1 interview round.
I applied via Company Website and was interviewed in Oct 2023. There was 1 interview round.
XGBoost is preferred over Random Forest for low bias models due to its ability to reduce bias further.
XGBoost is a more complex algorithm compared to Random Forest, allowing it to reduce bias further in low bias models.
XGBoost uses gradient boosting which helps in reducing bias by optimizing the loss function iteratively.
Random Forest may not be able to further reduce bias in low bias models as effectively as XGBoost.
I...
Top trending discussions
I applied via Company Website and was interviewed in Dec 2019. There were 4 interview rounds.
Explanation of row number, rank, dense rank, partition by, indexing joins, and query optimization techniques.
Row number is a function that assigns a unique number to each row in a result set.
Rank is a function that assigns a rank to each row based on the values in a specified column.
Dense rank is a function that assigns a rank to each row based on the values in a specified column, but with no gaps in the ranking.
Partit...
Real-time examples of data analytics
Predictive maintenance in manufacturing
Real-time fraud detection in banking
Personalized recommendations in e-commerce
Real-time traffic analysis for smart cities
Real-time health monitoring in medical devices
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
Union combines the results of two or more SELECT statements, while Union all includes all rows, including duplicates.
Union removes duplicate rows from the result set, while Union all includes all rows.
Union sorts the result set, while Union all does not.
Union is slower than Union all because it performs a distinct operation.
Example: SELECT column1 FROM table1 UNION SELECT column1 FROM table2;
Example: SELECT column1 FRO
Joins are generally faster than unions.
Joins are typically faster than unions because they combine data from multiple tables based on a common column, while unions combine data from multiple queries into a single result set.
Joins can utilize indexes on the columns being joined, which can improve performance.
Unions involve combining the results of multiple queries, which can be slower as it requires merging and sorting ...
Easy coding questions
Tough level questions , needed high level of thinking
I applied via Recruitment Consulltant and was interviewed in Dec 2022. There were 2 interview rounds.
MYSQL window functions allow for calculations across rows in a result set.
Window functions are used to perform calculations across rows in a result set
They are used with the OVER() clause
Examples include ROW_NUMBER(), RANK(), DENSE_RANK(), and NTILE()
They can be used to calculate running totals, moving averages, and more
posted on 7 Mar 2022
I applied via Walk-in and was interviewed before Mar 2021. There were 2 interview rounds.
Link list program, few objective based on cpp
I applied via Approached by Company and was interviewed before Jul 2021. There were 7 interview rounds.
posted on 2 Mar 2023
I applied via Naukri.com and was interviewed before Mar 2022. There were 4 interview rounds.
MCQ based on programming, 2 programming problems
Copy constructor is a special constructor that creates a new object by copying an existing object.
It is used to initialize an object with another object of the same class.
It takes a reference to an object of the same class as an argument.
It creates a new object with the same values as the object passed as argument.
It is automatically called when a new object is created from an existing object.
Example: MyClass obj1; MyC
Shallow copy creates a new object with the same reference as the original, while deep copy creates a new object with a new reference.
Shallow copy only copies the top-level object, while deep copy copies all nested objects.
Shallow copy is faster and uses less memory, while deep copy is slower and uses more memory.
Examples of shallow copy include copying arrays and objects using the spread operator, while examples of dee...
Implementation of Merge Sort on an array
Divide the array into two halves
Recursively sort the two halves
Merge the sorted halves
Time complexity: O(n log n)
Space complexity: O(n)
Virtual functions are functions that can be overridden by derived classes.
Virtual functions are declared in a base class and can be overridden in derived classes.
They allow for polymorphism, where a derived class object can be treated as a base class object.
Virtual functions are called based on the actual object type, not the pointer or reference type.
They are declared using the virtual keyword in the base class and ca...
I am good at object-oriented programming, data structures, and algorithms in C++.
Strong understanding of object-oriented programming principles
Proficient in implementing data structures and algorithms in C++
Experience with memory management and pointers
Familiarity with C++ standard library and STL
Ability to optimize code for performance and efficiency
I am passionate about software development and this job aligns perfectly with my skills and interests.
I have a strong passion for software development and enjoy solving complex problems.
This job offers the opportunity to work on cutting-edge technologies and contribute to innovative projects.
I am excited about the company's mission and values, and believe in the positive impact software can have on society.
I am eager t...
I am committed to staying with the company for the long term and contributing to its success.
I am looking for a stable and challenging work environment.
I believe in the company's mission and values.
I am eager to grow and develop my skills within the company.
I am open to new opportunities and challenges that may arise.
I am committed to building strong relationships with my colleagues and contributing to a positive work
based on 2 interviews
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