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Python Interview Questions: Python Cache

Python Interview Questions: Python Cache  Can you explain how you would use decorators in Python to add caching functionality to a specific function in a large application, and how you would handle cache invalidation? Yes, I can explain how to use decorators in Python to add caching functionality to a specific function in a large application and how to handle cache invalidation. First, I would create a decorator function called "cache" that takes in the function to be decorated as an argument. Inside the decorator function, I would define a dictionary to store the function's results, with the function's arguments as the keys and the results as the values. Next, I would create a nested function called "wrapper" which would check if the function's arguments existed in the dictionary. If they do, it will return the cached result. If they don't, it would call the original function, store the result in the dictionary, and then return the result. The decor...

Unlocking the Potential: 65 Advanced Python Project Questions for an Experienced Developer

Unlocking the Potential: 65 Advanced Python Project Questions for an Experienced Developer -How have you implemented a machine learning model in a production environment? -Can you explain a project where you have used natural language processing techniques? -How have you used Python for web scraping and data extraction? -Can you walk me through a project where you have used Python for data visualization? -How have you used Python for data pre-processing and cleaning? -Can you explain a project where you have used Python for data analysis and statistics? -Have you ever used Python for image processing or computer vision tasks? Can you provide an example? -Can you explain a project where you have used Python for creating a RESTful API? -Have you ever used Python for building a web application? Can you provide an example? -Can you explain a project where you have used Python for automating tasks or building a script? -Have you ever used Python for building a chatbot? Can you provide an ex...