_______ thinking is a method used to explore complex problems by viewing them from different perspectives.
- Analytical
- Creative
- Critical
- Design
Design thinking is a method used to explore complex problems by viewing them from different perspectives. It emphasizes creativity and innovation in problem-solving. Critical thinking is important but doesn't necessarily focus on different perspectives in the same way as design thinking. Analytical thinking is more about breaking down problems logically, and creative thinking is more about generating novel ideas.
In dplyr, to perform operations on multiple columns at once, the _______ function is used.
- across()
- group_by()
- mutate()
- summarize()
The across() function in dplyr is used to perform operations on multiple columns simultaneously. It is particularly useful when you want to apply the same operation to multiple columns in a data frame.
What advanced metric is used to assess the long-term value of a customer to a business?
- Cost per Acquisition (CPA)
- Customer Lifetime Value (CLV)
- Net Promoter Score (NPS)
- Return on Investment (ROI)
Customer Lifetime Value (CLV) is a key metric in assessing the long-term value of a customer to a business. It represents the total revenue a business expects to earn from a customer throughout their entire relationship. ROI, NPS, and CPA are important metrics but focus on different aspects.
What is the primary purpose of a function in C programming?
- To declare variables
- To organize code logically
- To print text to the screen
- To run the program
In C programming, a function is primarily used to organize code logically, making it easier to manage and understand.
In a situation where you have to sort a list of numbers in ascending order, and the list is almost sorted with only a few numbers out of order, which sorting algorithm would be the most efficient?
- Bubble Sort
- Insertion Sort
- Merge Sort
- Selection Sort
Insertion Sort is the most efficient choice for sorting an almost sorted list, as it has linear time complexity in such cases. Merge Sort, Selection Sort, and Bubble Sort are less efficient in this context.
You are writing a C program that logs error messages. Which standard stream would be most appropriate to use for this purpose?
- stderr
- stdin
- stdlog
- stdout
The stderr stream is the standard error stream in C. It is used for error messages and is typically not buffered, making it suitable for logging error information immediately without delays.
In C, the function ________ is used to write formatted output to the standard output.
- display
- printf
- write
The 'printf' function in C is used for formatted output to the standard output (usually the console). It allows you to print data with specific formatting, making it a common choice for displaying results.
What is the difference between the '==' operator and the '=' operator in C?
- Assigns a value to a variable
- Checks for equality between two values
- Checks if a variable is even
- Compares two memory addresses
In C, the '==' operator is used to compare the values of two variables, while the '=' operator is used for assignment. It's a common source of bugs when they are confused.
Pointers to structures are particularly useful when you want to create ________ data structures in C.
- Complex
- Dynamic
- Simple
- Static
Pointers to structures are particularly useful when you want to create complex data structures in C. These structures can contain various data types and nested structures, enabling dynamic and complex data modeling.
What is the difference between the 'while' and 'do-while' loops in terms of their execution?
- The 'do-while' loop can only be used for iteration over arrays.
- The 'do-while' loop is not a valid loop construct in most programming languages.
- The 'while' loop always executes its code block at least once, while the 'do-while' loop may not execute it at all.
- The 'while' loop executes its code block in reverse order compared to the 'do-while' loop.
The 'while' loop and 'do-while' loop are both used for repetitive execution of a code block, but they differ in when the condition is checked. In a 'while' loop, the condition is checked before the loop body is executed. If the condition is false initially, the loop body may not execute at all. In a 'do-while' loop, the loop body is executed at least once before checking the condition. This guarantees that the code block will execute at least once, even if the condition is false.