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Questions and Answers
What year was Python first released?
What year was Python first released?
Which of the following is a notable feature of Python's syntax?
Which of the following is a notable feature of Python's syntax?
In what type of applications can Python be used?
In what type of applications can Python be used?
How does Python execute code compared to other programming languages?
How does Python execute code compared to other programming languages?
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Which statement about the versatility of Python is true?
Which statement about the versatility of Python is true?
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What is the purpose of comments in Python code?
What is the purpose of comments in Python code?
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Which of the following is NOT a basic data type in Python?
Which of the following is NOT a basic data type in Python?
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What does the type() function do in Python?
What does the type() function do in Python?
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In Python, how are multi-line comments indicated?
In Python, how are multi-line comments indicated?
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What is the main difference between type casting and type conversion?
What is the main difference between type casting and type conversion?
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When does type casting typically occur?
When does type casting typically occur?
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Which statement is true regarding type conversion?
Which statement is true regarding type conversion?
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Why is type casting also referred to as narrowing conversion?
Why is type casting also referred to as narrowing conversion?
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In which scenario would type conversion be inappropriate?
In which scenario would type conversion be inappropriate?
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What is a key characteristic of type conversion?
What is a key characteristic of type conversion?
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What does the range() function return by default?
What does the range() function return by default?
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What tool or method is typically needed for type casting in programming?
What tool or method is typically needed for type casting in programming?
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What is a common use case for type casting in programming?
What is a common use case for type casting in programming?
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What happens if a for loop is interrupted by a break statement?
What happens if a for loop is interrupted by a break statement?
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How can you specify the increment value in a range() function?
How can you specify the increment value in a range() function?
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What keyword is used to define a function in Python?
What keyword is used to define a function in Python?
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Which of the following statements is correct concerning an empty for loop?
Which of the following statements is correct concerning an empty for loop?
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In a nested loop, when is the inner loop executed?
In a nested loop, when is the inner loop executed?
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What purpose do arguments serve in a function?
What purpose do arguments serve in a function?
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What does the continue statement do in a for loop?
What does the continue statement do in a for loop?
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What is the primary difference between type casting and type conversion in Python?
What is the primary difference between type casting and type conversion in Python?
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Which keyword in Python is used to handle conditions that are not captured by previous if or elif statements?
Which keyword in Python is used to handle conditions that are not captured by previous if or elif statements?
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What will happen if a while loop's condition evaluates to false immediately?
What will happen if a while loop's condition evaluates to false immediately?
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What is the purpose of the continue statement in a while loop?
What is the purpose of the continue statement in a while loop?
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In Python, which of the following is true regarding a for loop?
In Python, which of the following is true regarding a for loop?
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What happens when the break statement is executed within a loop?
What happens when the break statement is executed within a loop?
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What allows Python to define the scope of code blocks in conditional statements?
What allows Python to define the scope of code blocks in conditional statements?
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How does an elif statement function in Python?
How does an elif statement function in Python?
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Which of the following correctly describes how Python defines code blocks?
Which of the following correctly describes how Python defines code blocks?
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What is the purpose of unpacking in Python collections?
What is the purpose of unpacking in Python collections?
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Which of the following statements about Python comments is correct?
Which of the following statements about Python comments is correct?
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Which of the following data types is a mutable collection in Python?
Which of the following data types is a mutable collection in Python?
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How can multiple variables be assigned the same value in Python?
How can multiple variables be assigned the same value in Python?
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What is a characteristic of Python's data types?
What is a characteristic of Python's data types?
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In which context are the print() and input() functions used in Python?
In which context are the print() and input() functions used in Python?
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Which of the following best describes the control structures available in Python?
Which of the following best describes the control structures available in Python?
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Study Notes
What is Python?
- Created by Guido van Rossum and released in 1991, Python is a high-level, interpreted programming language
- Python is widely used in AI, ML, web development, automation, and more
- Known for its simplicity and readability
What can Python do?
- Python can be used on a server to create web applications
- Python can be used with software to create workflows.
- Python can connect to database systems.
- Python can read and modify files.
- Python can handle big data and perform complex mathematics.
- Python is used for rapid prototyping, or for production-ready software development.
Why Python?
- Python is platform independent and can run on different operating systems (Windows, Mac, Linux, Raspberry Pi, etc).
- Python’s simple syntax is similar to the English language.
- Python’s syntax allows developers to write programs with fewer lines than other programming languages.
- Python runs on an interpreter system, enabling quick execution of code as soon as it is written. This speeds up prototyping.
- Python can be treated in a procedural, object-oriented, or functional way.
Python vs Other Languages
- Python has similarities to the English language and mathematics, emphasizing readability.
- Python uses new lines to complete a command, contrasting with other languages that often use semicolons or parentheses.
- Python relies on indentation (whitespace) to define scope (loops, functions, and classes), while other languages typically use curly-brackets.
Why Python for AI and ML?
- Simplicity and readability make Python easy to learn and write.
- Extensive libraries, such as NumPy, Pandas, TensorFlow, Scikit-learn, and Keras, provide pre-built functionality.
- Active community support ensures a large and active Python community for AI and ML.
- Platform independence allows Python to run on various platforms.
- Integration capabilities enable Python to work well with other languages and tools.
Python Basics
-
Variables and data types:
- Strings (str)
- Integers (int)
- Floats (float)
- Booleans (bool)
Python Syntax and Structure
- Python uses indentation (whitespace) to define code blocks (not braces {}).
- Python is a case-sensitive language.
- Semicolons are not required to end statements.
Python Comments
- Single-line comments: Use # before the comment text
- Multi-line comments: Use triple quotes (''' or """)
- Purpose: Comments help explain code and improve readability.
Data Types in Python
-
Basic data types:
- Numbers
- Strings
- Booleans
-
Collections:
- Lists
- Tuples
- Dictionaries
- Sets
Data Types in Python - Examples
- Example Data Type
- x = "Hello World" str (String)
- x = 20 int (Integer)
- x = 20.5 float
- x = ["apple", "banana", "cherry"] list
- x = ("apple", "banana", "cherry") tuple
- x = {"name" : "John", "age" : 36} dict (Dictionary)
- x = {"apple", "banana", "cherry"} set
- x = True bool (Boolean)
Control Structures in Python
-
Conditional Statements:
- if
- elif
- else
-
Loops:
- for loop
- while loop
Basic Input and Output
- Output: Use the print() function to display text or variable values.
- Input: Use input() function to capture user input.
Python Variables
- Assign values to multiple variables in one line:
- x, y, z = "Orange", "Banana", "Cherry"
- Assign the same value to multiple variables in one line:
- x = y = z = "Orange"
Python Collections
- Unpacking allows you to extract values from collections (lists, tuples, etc.) into variables.
Getting the Data Type
- The type() function determines the data type of any object.
Python Conversion
- Casting allows you to specify a data type for a variable.
Python Casting
- Casting converts one type to another by the programmer using the casting operator during program design. Casting can be used for compatible and incompatible data types. The destination data type can be smaller than the source.
Type Conversion
- Type Conversion is done by a compiler at compile time. The destination data type must be larger than the source data type. Only compatible data types are supported.
Casting vs Conversion
-
Casting Conversion
- Converted by the programmer - Converted by the compiler
- Uses a casting operator - No casting operator required
- Destination data type can be smaller than source - Destination data type must be larger than source
- Supports compatible and incompatible types - Only compatible data types
Python Conditional Statements
- Equal a == b
- Not Equals a != b
- Less than a < b
- Greater than a > b
- Less than or equal to a <= b
- Greater than or equal to a >= b
Python Conditional Statements
- The
if
keyword is used for conditional statements. - Python uses indentation (whitespace) to define the scope of
if
,elif
, andelse
blocks.
Python Loops
- Python provides two primitive loop commands:
- While loops
- For Loops
While Loop
- Executing code as long as a condition is true:
- While (conditional statement):
-
code to execute
-
- While (conditional statement):
- The
break
statement exits the loop even if thewhile
condition is true. - The
continue
statement stops the current iteration and moves to the next one. - The
else
statement executes code once when the condition is no longer true.
For Loop
- Iterates through a sequence (list, tuple, dictionary, set, or string).
-
for
loop iterates through each item in a sequence without the need for an index variable. - Strings, being iterable objects, can be looped through, as they contain sequences of characters.
- The
break
statement allows you to stop the loop before it iterates through all items. - The
continue
statement skips the current iteration and moves to the next one. - The
range()
function generates a sequence of numbers, enabling iteration for a specific number of times.-
range(stop)
: starts from 0, increments by 1, and ends atstop
(exclusive). -
range(start, stop)
: starts atstart
, increments by 1, and ends atstop
(exclusive). -
range(start, stop, step)
: starts atstart
, increments bystep
, and ends atstop
(exclusive).
-
- The
else
block in afor
loop executes code only if the loop is finished without abreak
statement. - Nested loops - A loop within a loop, where the inner loop executes for each iteration of the outer loop.
For Loop - Empty Loop
- For loops cannot be empty, but if you need an empty loop for any reason, use the
pass
statement to avoid errors.
Functions
- A function is a block of code that executes when called.
- Data can be passed into a function as parameters.
- Functions can return a result.
- Functions are defined using the
def
keyword in Python. - To call a function, use the function name followed by parentheses.
Arguments
- Arguments are passed into functions as information. They are specified after the function name inside parentheses, separated by commas.
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Description
This quiz covers the fundamentals of Python, including its history, capabilities, and advantages as a programming language. Explore how Python is utilized in various domains such as AI, web development, and data handling. Test your knowledge on what makes Python a popular choice among developers.