Software Methodology

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Questions and Answers

In the context of software development methodologies, what is the primary goal of an iterative approach?

  • To thoroughly document all requirements before development begins.
  • To incrementally develop a system through repeated cycles. (correct)
  • To deliver a complete product in a single release.
  • To minimize communication between developers and stakeholders.

Which of the following is NOT a characteristic of the Waterfall model?

  • Sequential phases
  • Difficulty in accommodating changes after a phase is complete
  • High degree of customer involvement throughout the project (correct)
  • Extensive documentation at each phase

What is the core principle behind Agile methodologies?

  • Extensive documentation as the primary measure of progress
  • Comprehensive upfront planning
  • Strict adherence to the original project plan
  • Responding to change over following a plan (correct)

In Scrum, what is a 'Sprint'?

<p>A short, time-boxed period when a Scrum Team works to complete a set amount of work. (A)</p> Signup and view all the answers

Which Python data structure is inherently ordered?

<p>Tuple (D)</p> Signup and view all the answers

What is the purpose of a try-except block in Python?

<p>To handle potential errors during program execution. (C)</p> Signup and view all the answers

What does the lambda keyword do in Python?

<p>Creates an anonymous function. (A)</p> Signup and view all the answers

Which of the following is a mutable data type in Python?

<p>List (D)</p> Signup and view all the answers

What is the decimal equivalent of the binary number 10110?

<p>22 (D)</p> Signup and view all the answers

Which of the following is NOT a common method for presenting binary data?

<p>Binary Trees (C)</p> Signup and view all the answers

In data representation, what is the significance of hexadecimal notation?

<p>It is a base-16 system, providing a compact representation of binary data. (B)</p> Signup and view all the answers

Which data presentation method is most suitable for showing the distribution of pixel intensities in a grayscale image?

<p>Histogram (A)</p> Signup and view all the answers

What is the result of the expression 10 + 5 * 2 - 8 / 4 in Python?

<p>18.0 (C)</p> Signup and view all the answers

Which of the following is a valid variable name in Python?

<p>_my_variable (A)</p> Signup and view all the answers

What is the output of the following Python code snippet? x = 5 y = x > 3 and x < 10 print(y)

<p>True (D)</p> Signup and view all the answers

Which of the following is an example of a conditional statement in Python?

<p><code>if x == 5:</code> (B)</p> Signup and view all the answers

What is the purpose of the range() function in Python?

<p>To create a sequence of numbers. (D)</p> Signup and view all the answers

Which loop type is most suitable when you need to execute a block of code a predetermined number of times?

<p><code>for</code> loop (A)</p> Signup and view all the answers

What does the break statement do in a loop?

<p>Exits the loop entirely. (C)</p> Signup and view all the answers

What is the benefit of using functions in programming?

<p>Functions promote code organization and reusability. (C)</p> Signup and view all the answers

Flashcards

Software Methodology

A series of steps or phases used to design, develop, and manage the software development process.

Waterfall Model

A linear, sequential approach where each phase must be completed before the next begins.

Agile Methodology

An iterative approach that emphasizes flexibility and rapid prototyping.

Scrum

A specific agile framework that uses short cycles (sprints) to complete work.

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Python

Highly readable, high-level programming language; emphasizes code readability using significant indentation.

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Basic Programming Constructs

Variables, data types, operators, conditional statements, and loops.

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Common Python Data Types

Integers, floating-point numbers, strings, and booleans.

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Conditional Statements in Python

if, elif, and else statements.

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Looping Constructs in Python

for and while loops.

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Binary Representation

A way to represent numeric data using only 0s and 1s.

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Data Presentation

Converting information into a visual format, such as graphs, charts, and diagrams.

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Types of Data Visualization

Bar charts, line graphs, pie charts, scatter plots, and histograms.

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Use of a Bar Chart

For comparing categories.

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Use of a Line Graph

Showing trends over time.

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Use of a Pie Chart

Illustrating proportions of a whole.

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Numbers

Used to indicate the number of elements or members in a set.

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Assignment

Refers to the process of assigning a value to a variable.

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Algorithm

A sequence of instructions that performs a specific task.

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Variable

A named storage location in the computer's memory.

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Debugging

Debugging is removing errors from computer hardware or software.

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Study Notes

Software Methodology

  • Question: Which software development methodology emphasizes iterative development and collaboration?

  • Answer: Agile.

  • Question: What is the main goal of the Waterfall methodology?

  • Answer: Sequential and linear project execution.

  • Question: What is a key characteristic of the Spiral model?

  • Answer: Risk analysis and iterative development.

  • Question: In Agile, what is a 'Sprint'?

  • Answer: A short, time-boxed period when a team works to complete a set amount of work.

  • Question: What is the purpose of a daily stand-up meeting in Scrum?

  • Answer: To synchronize activities and create plans for the day.

  • Question: Which manifesto outlines the values and principles of Agile methodologies?

  • Answer: The Agile Manifesto.

  • Question: What does 'MVP' stand for in the context of software development?

  • Answer: Minimum Viable Product.

  • Question: What is the primary focus of Extreme Programming (XP)?

  • Answer: Producing high-quality code through practices like pair programming and test-driven development.

  • Question: Which methodology uses Kanban boards for visualizing workflow and limiting work in progress?

  • Answer: Kanban.

  • Question: What is the role of a Scrum Master?

  • Answer: To facilitate the Scrum process and remove impediments for the team.

  • Question: What is a 'user story' in Agile?

  • Answer: A brief description of a feature from an end-user perspective.

  • Question: What is the purpose of a sprint review meeting?

  • Answer: To demonstrate the work done during the sprint and gather feedback.

  • Question: Which methodology focuses on eliminating waste and delivering value efficiently?

  • Answer: Lean Development.

  • Question: What is the difference between verification and validation?

  • Answer: Verification checks if the software meets the specified requirements, while validation checks if the software meets the user's needs.

  • Question: What is refactoring?

  • Answer: Improving the internal structure of code without changing its external behavior.

  • Question: What is continuous integration?

  • Answer: A development practice where code changes are frequently integrated and tested.

  • Question: What is a burn-down chart used for in Scrum?

  • Answer: To track the remaining work in a sprint.

  • Question: What is the focus of DevOps?

  • Answer: Collaboration and automation to improve the software delivery process.

  • Question: What is technical debt?

  • Answer: The implied cost of rework caused by using an easy solution now instead of a better approach that would take longer.

  • Question: What is the purpose of unit testing?

  • Answer: To test individual components or units of code.

Python

  • Question: What type of programming language is Python?

  • Answer: Interpreted, high-level.

  • Question: What is the purpose of the 'def' keyword in Python?

  • Answer: To define a function.

  • Question: How do you write a single-line comment in Python?

  • Answer: Using the '#' symbol.

  • Question: What is a Python list?

  • Answer: An ordered, mutable collection of items.

  • Question: What is the difference between a list and a tuple in Python?

  • Answer: Lists are mutable; tuples are immutable.

  • Question: How is a dictionary defined in Python?

  • Answer: Using curly braces {} and key-value pairs.

  • Question: What is a Python module?

  • Answer: A file containing Python code that can be imported and used in other programs.

  • Question: What is the purpose of 'import' statement in Python?

  • Answer: To include code from another module.

  • Question: What is a lambda function in Python?

  • Answer: An anonymous, small function defined using the 'lambda' keyword.

  • Question: How do you handle exceptions in Python?

  • Answer: Using 'try' and 'except' blocks.

  • Question: What is the use of 'finally' block in exception handling?

  • Answer: It contains code that always executes, regardless of whether an exception occurred.

  • Question: What is a Python decorator?

  • Answer: A function that takes another function as an argument and extends its behavior.

  • Question: What does __init__ method do in a Python class?

  • Answer: It is the constructor for a class.

  • Question: What is inheritance in Python?

  • Answer: A mechanism where a class inherits properties and methods from another class.

  • Question: What is polymorphism?

  • Answer: The ability of an object to take on many forms.

  • Question: How do you open a file in Python?

  • Answer: Using the open() function.

  • Question: What is the difference between 'r', 'w', and 'a' modes when opening a file?

  • Answer: 'r' for read, 'w' for write (overwrites), 'a' for append.

  • Question: What is the 'with' statement used for when working with files?

  • Answer: To automatically close the file after the block is executed.

  • Question: What is pip?

  • Answer: A package installer for Python.

  • Question: How do you install a package using pip?

  • Answer: pip install <package_name>.

Data Presentation (Binary)

  • Question: What is binary representation?

  • Answer: A system using 0s and 1s to represent data.

  • Question: What is a bit?

  • Answer: A single binary digit (0 or 1).

  • Question: What is a byte?

  • Answer: A group of 8 bits.

  • Question: How many different values can be represented with a single byte?

  • Answer: 256 (2^8).

  • Question: What is the binary equivalent of the decimal number 5?

  • Answer: 101.

  • Question: What is the decimal equivalent of the binary number 1101?

  • Answer: 13.

  • Question: What is the purpose of binary encoding schemes like ASCII and Unicode?

  • Answer: To represent characters and symbols in binary form.

  • Question: What is binary data used for?

  • Answer: Storing and processing all types of digital information.

  • Question: How are images represented in binary?

  • Answer: As a grid of pixels where each pixel's color is represented by binary codes.

  • Question: How is audio represented in binary?

  • Answer: By sampling the sound wave and converting the amplitude values to binary numbers.

  • Question: What is a hexadecimal representation?

  • Answer: A base-16 number system often used as a shorthand for binary.

  • Question: What is the relationship between binary and hexadecimal?

  • Answer: Each hexadecimal digit represents 4 binary digits (bits).

  • Question: Why is binary data important for computer systems?

  • Answer: Because computers operate using electronic circuits that can only be in one of two states (on or off), represented by 0 and 1.

  • Question: What is the process of converting decimal to binary?

  • Answer: Repeatedly dividing the decimal number by 2 and noting the remainders.

  • Question: What is the process of converting binary to decimal?

  • Answer: Multiplying each digit by 2 raised to the power of its position (starting from the rightmost digit with power 0) and summing the results.

  • Question: What is a signed binary number?

  • Answer: A binary number that represents both positive and negative values.

  • Question: What is two's complement?

  • Answer: A way to represent signed integers in binary.

  • Question: What is the most significant bit (MSB)?

  • Answer: The leftmost bit in a binary number, carrying the highest weight.

  • Question: What is the least significant bit (LSB)?

  • Answer: The rightmost bit in a binary number, carrying the lowest weight.

  • Question: What is binary arithmetic?

  • Answer: Performing mathematical operations such as addition, subtraction, multiplication, and division using binary numbers.

Numbers

  • Question: What is an integer?

  • Answer: A whole number (positive, negative, or zero) without any decimal or fractional part.

  • Question: What is a floating-point number?

  • Answer: A number with a decimal point, used to represent real numbers.

  • Question: What is a rational number?

  • Answer: A number that can be expressed as a fraction p/q, where p and q are integers and q is not zero.

  • Question: What is an irrational number?

  • Answer: A number that cannot be expressed as a fraction (e.g., Ï€, √2).

  • Question: What is a complex number?

  • Answer: A number that has a real part and an imaginary part (e.g., a + bi, where i is the imaginary unit).

  • Question: What is the difference between an integer and a float?

  • Answer: Integers are whole numbers, while floats can have decimal values and typically use more memory.

  • Question: What is the base of the decimal number system?

  • Answer: 10.

  • Question: What is the base of the binary number system?

  • Answer: 2.

  • Question: What is the base of the hexadecimal number system?

  • Answer: 16.

  • Question: What is a prime number?

  • Answer: A number greater than 1 that has no positive divisors other than 1 and itself.

  • Question: What is a composite number?

  • Answer: A number greater than 1 that has more than two divisors.

  • Question: What is the modulo operator (%)?

  • Answer: The operator that returns the remainder of a division.

  • Question: What is the absolute value of a number?

  • Answer: The distance of a number from zero on the number line, always non-negative.

  • Question: What is an exponent?

  • Answer: A number that indicates how many times to multiply a base number by itself.

  • Question: What is a logarithm?

  • Answer: The inverse operation of exponentiation, asking what exponent is needed to produce a certain number from a base.

  • Question: What is factorial?

  • Answer: The product of all positive integers less than or equal to a given number.

  • Question: What is the Fibonacci sequence?

  • Answer: A sequence of numbers where each number is the sum of the two preceding ones, usually starting with 0 and 1.

  • Question: What is rounding?

  • Answer: Approximating a number to a nearby value, typically to a specified number of decimal places.

  • Question: What is truncation?

  • Answer: Dropping digits after a certain point without rounding.

  • Question: What is a percentage?

  • Answer: A number or ratio expressed as a fraction of 100.

Basic Programming Constructs

  • Question: What is a variable?

  • Answer: A named storage location in a computer's memory used to hold a value.

  • Question: What is a data type?

  • Answer: A classification that specifies the type of value a variable can hold (e.g., integer, string, boolean).

  • Question: What is an operator?

  • Answer: A symbol that performs a specific operation on one or more operands (e.g., +, -, *, /).

  • Question: What is an expression?

  • Answer: A combination of variables, values, and operators that evaluates to a single value.

  • Question: What is a statement?

  • Answer: A single instruction in a programming language.

  • Question: What is a sequence structure?

  • Answer: A series of statements executed in the order they appear.

  • Question: What is a selection structure?

  • Answer: A control structure (e.g., if-else) that allows a program to choose between different execution paths based on a condition.

  • Question: What is an if statement?

  • Answer: A conditional statement that executes a block of code if a specified condition is true.

  • Question: What is an else statement?

  • Answer: A statement that provides an alternative block of code to execute if the condition in the 'if' statement is false.

  • Question: What is a loop?

  • Answer: A control structure that allows a block of code to be executed repeatedly.

  • Question: What is a 'for' loop?

  • Answer: A loop that iterates over a sequence of elements.

  • Question: What is a 'while' loop?

  • Answer: A loop that continues executing as long as a specified condition is true.

  • Question: What is a function?

  • Answer: A reusable block of code that performs a specific task.

  • Question: What is a parameter?

  • Answer: A value passed to a function when it is called.

  • Question: What is an argument?

  • Answer: The actual value that is passed to a function's parameter when the function is invoked.

  • Question: What is recursion?

  • Answer: A programming technique where a function calls itself.

  • Question: What is an array?

  • Answer: A collection of elements, all of the same data type, stored in contiguous memory locations.

  • Question: What is a string?

  • Answer: A sequence of characters.

  • Question: What is a boolean?

  • Answer: A data type that represents either true or false.

  • Question: What is an algorithm?

  • Answer: A step-by-step procedure for solving a problem.

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