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I applied via Naukri.com and was interviewed in Oct 2023. There were 3 interview rounds.
You can read CSV files using the pandas library in Python.
Import the pandas library
Use the 'read_csv' function to read the CSV file
Specify the file path or URL as the argument to 'read_csv'
Assign the returned DataFrame to a variable for further processing
iloc and loc are methods in pandas library used for indexing and selecting data from a DataFrame.
iloc is used for integer-based indexing, allowing selection of rows and columns by their integer positions.
loc is used for label-based indexing, allowing selection of rows and columns by their labels or boolean conditions.
Both iloc and loc can be used with single or multiple indices, and can also be used to assign new value
Quantum mechanics and classical mechanics differ in their principles, scale, and behavior of particles.
Quantum mechanics describes the behavior of particles at the atomic and subatomic level, while classical mechanics deals with macroscopic objects.
Quantum mechanics incorporates the concept of wave-particle duality, where particles can exhibit both wave-like and particle-like properties.
Classical mechanics follows dete...
To reverse a Python string, you can use string slicing with a step of -1.
Use string slicing with a step of -1 to reverse the string.
Assign the reversed string to a new variable or print it directly.
Remember that string slicing in Python is zero-based.
I made a syntax error in my GitHub upload due to a typo in the code.
I accidentally misspelled a variable name in the code.
I forgot to close a parenthesis or quotation mark in the code.
I mistakenly used a wrong operator or syntax in the code.
I didn't properly format the code according to the language's syntax rules.
I have worked with various LLM frameworks including TensorFlow, PyTorch, and Keras.
I have experience with TensorFlow, a popular deep learning framework.
I have also worked with PyTorch, another widely used framework for deep learning.
Keras is another LLM framework that I have utilized in my projects.
Type 1, Type 2, and Type 3 errors are different types of mistakes in statistical hypothesis testing.
Type 1 error occurs when a true null hypothesis is rejected.
Type 2 error occurs when a false null hypothesis is not rejected.
Type 3 error occurs when the wrong null hypothesis is tested.
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I have the necessary skills, experience, and passion to excel in this role.
I have relevant experience in the field
I possess the required skills and qualifications
I am a quick learner and adaptable to new situations
I am passionate about the industry and eager to contribute
I am a team player and work well with others
I am a software engineer with experience in developing and maintaining software applications.
I have a strong background in programming languages such as Java, C++, and Python.
I have worked on various projects, including developing web applications and implementing software solutions.
I am skilled in problem-solving and debugging, ensuring efficient and effective software development.
I have experience in collaborating wi...
I learned valuable teamwork and problem-solving skills during my summer internship.
Developed strong collaboration skills by working with a team of software engineers to complete projects
Gained experience in troubleshooting and debugging software issues
Learned to effectively communicate and present technical concepts to both technical and non-technical stakeholders
Improved problem-solving abilities by identifying and re...
Caching is the process of storing frequently used data in a temporary storage to reduce access time. LRU caching removes least recently used data.
Caching improves performance by reducing access time to frequently used data
LRU (Least Recently Used) caching removes the least recently used data to make space for new data
LRU cache can be implemented using a doubly linked list and a hash map
When a cache hit occurs, the acce...
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