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| 1 | +What are the key features of Python? |
| 2 | +How is Python executed? |
| 3 | +What is PEP 8 and why is it important? |
| 4 | +How is memory allocation and garbage collection handled in Python? |
| 5 | +What are the built-in data types in Python? |
| 6 | +Explain the difference between a mutable and immutable object. |
| 7 | +How do you handle exceptions in Python? |
| 8 | +What is the difference between list and tuple? |
| 9 | +How do you create a dictionary in Python? |
| 10 | +What is the difference between == and is operator in Python? |
| 11 | +How does a Python function work? |
| 12 | +What is a lambda function, and where would you use it? |
| 13 | +Explain *args and **kwargs in Python. |
| 14 | +What are decorators in Python? |
| 15 | +How can you create a module in Python? |
| 16 | +How do you share global variables across modules? |
| 17 | +What is the use of if __name__ == '__main__':? |
| 18 | +What are Python namespaces? |
| 19 | +How does a Python module search path work? |
| 20 | +What is a Python package? |
| 21 | +What is list comprehension? Give an example. |
| 22 | +Explain dictionary comprehension. |
| 23 | +What are generators in Python, and how do you use them? |
| 24 | +How do you implement concurrency in Python? |
| 25 | +What are coroutines and how do they differ from threads? |
| 26 | +What is the Global Interpreter Lock (GIL)? |
| 27 | +How would you optimize the performance of a Python application? |
| 28 | +What is a context manager and the with statement in Python? |
| 29 | +What strategies can be employed to optimize memory usage in Python applications? |
| 30 | +What is monkey patching in Python? |
| 31 | +What are classes in Python? |
| 32 | +How does Python support object-oriented programming? |
| 33 | +What is inheritance and give an example in Python? |
| 34 | +How do you achieve encapsulation in Python? |
| 35 | +What are class methods, static methods, and instance methods? |
| 36 | +What is polymorphism in Python? |
| 37 | +Explain the use of the super() function. |
| 38 | +What is method resolution order (MRO) in Python? |
| 39 | +What are magic methods in Python? |
| 40 | +How do you prevent a class from being inherited? |
| 41 | +How do you debug a Python program? |
| 42 | +What are some popular debugging tools for Python? |
| 43 | +What is unit testing in Python? |
| 44 | +How do you write a basic test case in Python using unittest? |
| 45 | +What is pytest and how is it used? |
| 46 | +How do you test a Python function with side effects? |
| 47 | +What is a breakpoint and how do you use it? |
| 48 | +How do you log messages in Python? |
| 49 | +How do you use assertions in Python? |
| 50 | +What is a traceback, and how do you analyze it? |
| 51 | +How do you open and close a file in Python? |
| 52 | +What are the different modes for opening a file? |
| 53 | +How do you read and write data to a file in Python? |
| 54 | +What is a CSV file and how do you read it in Python? |
| 55 | +What are JSON files and how does Python process them? |
| 56 | +How do you handle binary files in Python? |
| 57 | +What is the pandas library, and how is it used? |
| 58 | +How do you process data in chunks with pandas? |
| 59 | +What are the advantages of using NumPy arrays over nested Python lists? |
| 60 | +How do you use the os and sys modules for interacting with the operating system? |
| 61 | +What are the key features of the Flask framework? |
| 62 | +How do you build a REST API in Flask? |
| 63 | +What is Django and what is it used for? |
| 64 | +How do you create a new Django project? |
| 65 | +What is an ORM, and how does Django use it? |
| 66 | +What is the purpose of the requests module? |
| 67 | +How do you visualize data in Python? |
| 68 | +What are some libraries you can use for machine learning in Python? |
| 69 | +How do you schedule tasks in Python? |
| 70 | +What is asyncio and how do you use it? |
| 71 | +How do you implement socket programming in Python? |
| 72 | +What are the steps to make a simple HTTP request in Python? |
| 73 | +How do you connect to a SQL database in Python? |
| 74 | +How do you execute a query in a database using Python? |
| 75 | +What is a NoSQL database and how would you interact with it in Python? |
| 76 | +How would you automate a repetitive task in Python? |
| 77 | +How can Python scripts be used for system administration? |
| 78 | +What techniques can you use for parsing text files? |
| 79 | +How do you manipulate CSV files using Python? |
| 80 | +How do you automate web browsing using Python? |
| 81 | +What are regular expressions and how are they used? |
| 82 | +How do you compile a regular expression in Python? |
| 83 | +Give examples of commonly used regex patterns in Python. |
| 84 | +How do you replace text in a string using regular expressions? |
| 85 | +When should you use regular expressions and when should you avoid them? |
| 86 | +How do you manage Python environments using venv? |
| 87 | +What is a virtual environment and when should you use one? |
| 88 | +How do you install Python packages? |
| 89 | +How do you manage dependencies in Python projects? |
| 90 | +What is Docker and how do you use it with Python? |
| 91 | +What is data science and how is Python used in it? |
| 92 | +How do you clean and preprocess data in Python? |
| 93 | +What is a DataFrame in pandas? |
| 94 | +How do you handle missing data with pandas? |
| 95 | +How can you perform data aggregation in pandas? |
| 96 | +What is scikit-learn and how do you use it? |
| 97 | +How do you handle feature selection in Python? |
| 98 | +What is cross-validation and how do you perform it in Python? |
| 99 | +How do you save a trained machine learning model with Python? |
| 100 | +What are the steps involved in training a machine learning model with Python? |
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