Programming Fundamentals
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Questions and Answers

Which of the following is NOT considered a fundamental building block for constructing programs, applicable across various programming languages?

  • Conditional execution
  • Sequential execution
  • Data encryption (correct)
  • Repeated execution

In the context of program building blocks, which action best exemplifies 'input'?

  • Displaying a calculated result on a screen.
  • Playing music through a speaker.
  • Reading data from a GPS sensor. (correct)
  • Storing data in a file.

Which programming construct involves checking for a specific condition and then executing a sequence of statements if the condition is met?

  • Conditional execution (correct)
  • Repeated execution
  • Reuse
  • Sequential execution

What programming concept allows a set of instructions to be written once and then used multiple times throughout a program?

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

Why might a Python interpreter reject a program, according to the text?

<p>Due to even a small deviation or mistake in the code's syntax. (D)</p> Signup and view all the answers

In the context of basic programming patterns, which of the following involves performing statements in the order they appear in the code?

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

Which of the following actions does NOT represent 'output' in the context of programming?

<p>Reading data from a keyboard. (C)</p> Signup and view all the answers

What is the primary challenge in writing a program, as implied in the text?

<p>Composing and weaving together basic programming elements to create a useful application. (C)</p> Signup and view all the answers

What is the primary task that the provided Python script is designed to accomplish?

<p>To determine the most frequently occurring word in a text file. (D)</p> Signup and view all the answers

In the context of the example provided, why is using a Python program considered more advantageous than manually analyzing Facebook posts to find the most frequent word?

<p>Python programs eliminate the possibility of human error and significantly speed up the analysis process, especially for large volumes of text. (C)</p> Signup and view all the answers

Which part of the provided Python script is directly responsible for counting the occurrences of each word in the input text?

<p><code>counts[word] = counts.get(word, 0) + 1</code> (B)</p> Signup and view all the answers

What role does the Python language play between a programmer and an end-user who utilizes a Python program?

<p>Python serves as an intermediary, enabling the exchange of instructions in a common, executable format. (C)</p> Signup and view all the answers

What is the most significant benefit of using a program, like the word counting script, for tasks such as analyzing large amounts of text data?

<p>Programs allow for rapid and consistent processing of data, automating repetitive and time-consuming tasks. (A)</p> Signup and view all the answers

If you were given a Python script like words.py to use for analyzing text files, what is the minimum level of Python knowledge you would need to effectively utilize it according to the text?

<p>Minimal to no Python knowledge is needed to use the program; you can simply run it as an end-user. (A)</p> Signup and view all the answers

Consider a scenario where you need to analyze the frequency of phrases instead of single words in text. How would the provided Python script need to be significantly modified?

<p>The core logic for splitting lines into words and counting would need to be adapted to identify and count phrases. (B)</p> Signup and view all the answers

What does the example of the 'clown and car' text illustrate in the context of the word counting program?

<p>It provides a simple, manageable dataset to manually verify the program's output and understand the task before applying it to larger datasets. (A)</p> Signup and view all the answers

What is a significant advantage of computers in handling information?

<p>Their proficiency in performing repetitive and tedious tasks accurately. (C)</p> Signup and view all the answers

The text describes computers as 'personal assistants'. What fundamental capability must be added to computer hardware to transform it into a helpful 'personal digital assistant'?

<p>An operating system and application software. (B)</p> Signup and view all the answers

Why does the text emphasize learning 'computer language' in the context of utilizing computers effectively?

<p>To instruct computers to perform specific tasks and automate processes. (A)</p> Signup and view all the answers

Consider the example of counting the frequency of words in a text. What does this example primarily illustrate about the comparative strengths of computers and humans?

<p>Humans are better at understanding the meaning of text, while computers are faster at numerical calculations. (B)</p> Signup and view all the answers

Based on the text, which of the following scenarios would be MOST effectively addressed by writing a computer program?

<p>Automating the process of extracting and summarizing key data from a large number of research papers. (A)</p> Signup and view all the answers

What is the initial, fundamental question that computer hardware is constantly 'asking'?

<p>What would you like me to do next? (A)</p> Signup and view all the answers

The text suggests that programming is a 'creative and rewarding activity'. Which aspect of programming primarily contributes to its 'creative' nature?

<p>The process of devising logical steps to solve problems and automate tasks. (C)</p> Signup and view all the answers

Imagine you need to analyze a dataset to identify trends and patterns. Based on the text, how would learning to program be MOST helpful in this task?

<p>It enables you to automate the analysis process and handle large datasets. (B)</p> Signup and view all the answers

Flashcards

Programming

The act of writing instructions for computers to follow.

Computer

A device that can perform calculations and automate tasks based on instructions.

Personal Digital Assistant

Software added to hardware, making a computer helpful and capable.

Computer Language

A language used to communicate instructions to a computer.

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Computer's Strengths

Tasks that are repetitive and boring for humans but easy for computers.

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Text Analysis Program

A program to quickly analyze text files.

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Computer Language Skills

The ability to communicate with computers effectively.

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A software that manages computer hardware and software resources.

Operating System

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Input

Getting data from an external source such as a file, sensor or user input.

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Output

Displaying program results on a screen, saving to a file, or sending to a device.

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Sequential Execution

Executing statements in the order they appear in the script, one line after another.

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Conditional Execution

Checking a condition to decide whether to execute a block of statements.

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Repeated Execution

Repeating a set of statements multiple times, often with some variation.

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Reuse (Functions)

Using a named block of code (a function) multiple times in a program.

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Programming Constructs

Fundamental patterns used to construct programs in any language.

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Precise Communication

Communicating with the computer with absolute precision.

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What is a program?

A set of instructions that solve a problem or perform a task.

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Steps to find most frequent word

Opening a file, reading content line by line, splitting each line into words, counting word occurrences, and finding the most frequent word.

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What is 'splitting' a string?

The process of breaking a line of text into individual words.

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What is a dictionary in programming?

A data structure that stores key-value pairs (e.g., word-count).

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Function of .get() method (dictionaries)

To find if a key is already in a dictionary or to initialize it with a default value if it doesn't exist.

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What is Python's role?

A stand-in between a programmer and an end user, allowing them to exchange instructions.

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How to find the biggest value in a dictionary

Looping through a dictionary to find the entry with the highest numerical value.

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How to access both key and value in a dictionary

Iterating over both keys (words) and values (counts) in the dictionary using .items().

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Study Notes

Introduction to Programming

  • This book teaches programming to people without prior experience, enabling them to leverage newfound skills.
  • Computers are seen as personal assistants, constantly awaiting instructions, and programming allows us to communicate tasks for them to execute.
  • Computers excel at repetitive and boring tasks, complementing human strengths in creativity and intuition.

Creativity and Motivation

  • Professional programming can be a rewarding career, offering financial stability and personal fulfillment.
  • Creating programs that are useful and clever for others is inherently a creative endeavor.
  • Software applications are the result of programmers competing for attention and aiming to meet user needs.

Computer Hardware Architecture

  • Modern computers are built to ask "What would you like me to do next?".
  • Key hardware components include the Central Processing Unit (CPU), Main Memory, Secondary Memory, and Input/Output Devices.
  • The CPU is the computer's core, constantly processing instructions and rated by its clock speed (e.g., 3.0 Gigahertz).
  • Main Memory provides fast, temporary storage for the CPU to access, but the data disappears when power is off.
  • Secondary Memory offers slower, persistent storage (e.g., disk drives, USBs) that retains data without power.
  • Input/Output Devices facilitate interaction with the computer (e.g., screen, keyboard and mouse).
  • Network Connection allows computers to retrieve information, though it's slower and less reliable than Secondary Memory.

Understanding Programming

  • Programming involves instructing computers to develop software by answering the CPU's "What next?" question.
  • Instructions are stored as a program, with programming the act of writing and correcting these instructions.
  • Programming requires skills in the target programming language and the ability to craft a logical "story."
  • This new language is Python, which can be used to delegate tasks to a computer, and free humans up to perform more creative work.

Python Vocabulary and Sentences

  • The Python vocabulary comprises "reserved words" or "keywords" with specific meanings.
  • Programmers create their own words, called "variables", but cannot use Python's reserved words for these.
  • Syntax errors arise when violating Python's grammar rules, while logic errors involve mistakes in statement order or relationships.
  • Semantic errors entail syntactically and logically correct, but unintended, actions.

Interacting with Python

  • Begin Python conversations by installing the software and entering "python" in a terminal or command window.
  • The ">>>" prompt signifies Python's readiness for instructions.
  • Use the print function followed by text in quotes, such as print('Hello world!'), to communicate with Python.
  • Terminate a Python session by entering quit() at the chevron prompt.

Interpreters and Compilers

  • Python is a high-level language, designed for human readability, similar to Java, C++, PHP, and JavaScript.
  • The CPU executes machine language, represented in zeros and ones, which is complex and tiresome to write.
  • Interpreters read and execute source code line by line, while compilers translate the entire source code into machine language before execution.
  • The Python interpreter itself is written in "C" and converts Python code into machine code.

Writing and Executing Programs

  • Programs are written using a text editor, saved with a ".py" extension, and executed via the Python interpreter.
  • To execute a script, type python hello.py in the command window.
  • A program constitutes a sequence of Python statements designed to perform a specific task.

What Can Go Wrong

  • Precise communication is important to avoid Python, refusing to execute a program due to syntax errors.
  • Python error messages act as calls for help, indicating where the problem lies. Python isn't hateful, but will wag it's tail and say "You seemed to say something but I just don't understand what you meant, but please keep talking to me (>>>)."
  • Debugging involves reading code, running it, and thinking critically to identify and correct these errors.

Variables and Types

  • Value; the basic units of data a program manipulates, such as numbers and strings.
  • Values possess a data type and we can find this type using type(), different types are used for different things.
  • Integers, floats, and strings constitute distinct data types in Python.

Variable Names and Keywords

  • Variable names should be meaningful.
  • Cannot start with a digit.
  • 35 Reserved keywords must not be used as variable names.

Statements

  • A unit of code that the Python interpreter can execute.
  • Such as print and assignment.

Operators and Operands

  • Operators like +, -, *, /, and ** perform calculations on values (operands).
  • Python follows mathematical Operator precedence rules, remembered by "PEMDAS".
  • / represents floating-point division.
  • // represents integer division.
  • % represents the modulus operator

Order of Operations

  • More than one Operator used in an expression is assessed depending on the rules of precedence.

• Parenthesis* • Exponentiation** • Multiplication and Division • Addition and Subtraction

Modulus Operator

  • The Modulus operator works on integers and yields the remainder when the first operand is divided by the second
  • Represented as %

Expressions

  • Values or variables combined with Operators.

Asking The User For Input

  • The function input() prompts the user for input.
  • The function then returns back what was typed to the user as a string.

Comments in Python

  • The use of comments adds readability to your code.
  • Use them by starting # at the beginning of a line.
  • You can also write an inline comment, by putting # at the end of a line.

Choosing Mnemonic Variable Names

  • Follow 3 simple rules when naming Variables.

What Can Go Wrong With Debugging?

  • Some common syntax errors are trying to use illegal variable names.
  • An example of a runtime error, is using a variable before you assigned a value or spelling a variable name wrong.

Glossary

  • central processing unit, compile, high level language, interactive mode, interpret low level language, parse, machine and source code, portability, problem solving, semantics, semantic error.
  • Bug/debugging, variable/value, type, statement, script, function.

Boolean Expressions

  • Boolean expressions express if something is True or False.
  • Comparison operators (==, !=, >, <, >=, <=) compare values yield True or False. Logical operators (and, or, not) combine boolean expressions.
  • Python symbols can be different than their math counterparts.

Logical Operations

  • Python keywords: and, or, and not

Conditional Execution

  • To check conditions, and change the behaviour of a program

if and if else statements

  • Python reads your if logic and returns. However, a syntax error can occur if you do not leave a blank line at the end of a block. Using the if, elseif, else statement syntax.

Alternative execution

  • Syntax if x%2 == 0: if true do this, else, otherwise do this.

Chained Conditionals

  • In order to use if elseif (elif ), you need only define three branches, by using elif instead of only if and else.
    • You check conditions with this logic in order.

Nested Conditionals

  • Can stack conditionals by nesting all with if and else

Catching Exceptions

  • To handle possible errors, in code segment use try, and except, used along with, input and int functions.

    -ValueError will tell you the error as to what is wrong with your code

Short Circuit Evaluations in Logistical Expressions

  • Guardian Pattern can be useful when strategically placing a Guard evaluation Just before a potential error might occur.

Debugging Tips

  • Traceback: when an error occurs Python displays to help you fix the error when it occurs.
  • Can be overwhelming to beginning programmers.

Syntax Errors

  • Can be easy to find

Whitespace Errors

  • Can be tricky, spaces and tabs can be invisible.

Body

  • The section of statements, within a compound statement.

Glossary

  • Boolean Expressions, Branch, chaining, conditional and or comparison logical operators, condition the body, of program.

Iteration Using Variables

  • Update a variable, so that the new value comes next: x = x + 1
  • Or use an increment, which is adding to a function
  • Initialize, which simply means assigning.

While Statements

  • Use While logic for writing conditional/non definite loops, that check a condition:

    • While count <= 10, if false exit. Next if true, start at step one again

Infinite Loops and Break

  • While is used to create the loop because otherwise, the logical expression at the top is always. True, which can cause a potential infinite loop known as (Dysfunctional). So use break to add code to body of the loop.

     - By explicitly exiting with break
    

Continue In Python

  • Use the continue statement to skip directly, to the next iteration, without processing current iteration.

Indefinite loops and For statements

  • When you have a set of items, you can use a definite loop using a For statement.

    • For friend in friends: print(friend) use " "" """
  • A code example is for loop:

  1. initialise (before loop starts)
  2. perform some calculation
  3. look at result

Maximum And Or Minimum Loops

Initialze Important vars Look to verify Print Final Value

Debugging For Loops:

Syntax 2) Whitespace

Glossary:

  • Infinite loops, statements, interations , count variables etc.,

      - Modifying the existing list, instead of making new lists.
      - Making copies of lists, to avoid aliasing, the list as well, will always do.
    

String As A Sequence

  • Index an entire string.
  • With Indexing.

String Values

  • Indexing, from strings the bracket operator can grab 1, or a series of strings. If first index is larger it will display an empty set.

    • Index to 0 by the first latter is considered "0th lettering" - by computer science, if want to subtract length from last string then do.

      • To traverse a string use For to call.

        • If you are looking at the length as a string with no characters then no operator is not allowed.
      • String, to break, apply, or write.

Looping With Comments

The In Operator, used for true and false statements.

String comparison's

The comparison of Operators is equal to 7 as to see if 2 strings are equal.

Strings: - Immovable

  • Make change the first 10 character you need to tell it where it is going.

Debugging syntax errors etc.

String Methods

  • Functions that are built into objects

  • Use the "Dir ()" command to examine.

     https://docs.python.org/library/stdtypes.html#string-methods
    
      - Calling the method similar to a function - calling a method append.
    
      - When you define one, two of course you cannot say that the function will only exist.
    

Glossary

  • Code
  • Char or character
  • Operator
  • String
  • Debugging
  • Findall, etc.

Files

Persistence

  • Code instructions for your CPU, can remember.

Database

  • Connect the SQlite for functions.
    • The code for the statement.

Creating a table

  • The function with text functions.

Glossary

  • central processing unit, compile, high level language interactive mode, machine and source code portability, semantic error, machine code.

Lists and Iteration

  • A series of different data types, can traverse using For loops, with specific syntax.

Tuples

  • A sequence of values, like that of a list.

Expressions with tuples

  • Have to include the final comment / the result of calling a tuple with a string with parentheses will not make it legal

Tuples And Operands

  • The tuples are mutable. It makes users do not make. Illegally can appear only at the one.

Python Keywords

  • Await, false, else, etc. (Python reserves 35 keywords).

Statements

  • A statement can be a series of syntax such as a print statement or assignment.

Operators and Operands

  • Have PEMDAS.

Modulus Statements

  • Have specific syntax.

Express

  • Are combinations and used for variable and function work for more clarity.

Iteration

  • Updating is called an increment and if subtracting from an function - will call.

Functions For Python:

  • Input, the function will return that the user will need to then.

Comments.

  • The most useful way to view code comments.

Debugging:

  • List the errors.
  • Then make sure you have all code. Glossary:
  • Types of code statements

Variables

"35 Python Keywords, Python statements"

  • A series of syntax expressions such as print().
  • And also to read and write.

Functions:

Function Calls:

  • Have to use the python command to get this function to start
  • The first line of the definition is called the heather
  • The first line of the definition is called the header

2. "The syntax for calling the new function is the same as for built-in functions:"

  • All functions get, listed in the document and the argument will return.

        - A return value if it is a fruity function or if it has  avoid with all other code and it took you a. Bit of time. 
    
             - if there is a function what do you want to do with the output.
    
                     - functions: are set to return non value
    

    For Example: "If all is good do the try statement

    Except, if not, print that there was a failure.

1) "It may not be clear why it is worth the trouble to divide a program into functions.

  • There was never the original name.

Parameters and Objects

  • The built in function called math, would bring you to a number as they come from, the functions and argument, this can be made with a lot of code and you will. Make more error

Debugging:

  1. To run the program set to fix issues with Spacing and Tabs
  2. make sure the indentations - are for you.

The last function is often to have a memory aid with code you find that.

  • Functions are also what functions to do with the coding and with code are easy to debug and easy to fix*

Statements

  • Can come in all shapes and forms

     - Be sure you are following all the logic steps so you’re code is running appropriately.
    
  • One of the code is to read it then make sure to set it, it's all equal because it would be a small mistake.

Mnemonic

       - Is used. To provide. Help to. Programmers, has for its intent for using the code.  Such as in the  above text the code should be the same as to the original because you can have all the same code as you type or look  for syntax errors.

There are different types of code that will be used to the source file for the original code.

Be sure to add all those simple codes with you.

Objects and Variables

In the real world, all code is going to be connected and may not all. be in the same doc. To fix all of these issues may be a great solution by what the user had ask as that is the full solution to the text and that it can go with the source code of what needs to be done . All code will be. Here, too make sure I don’t remove any unnecessary details if added to this project.

Glossary

  • The coding for this program uses function() and functions to help add value and readability and has been tested to fix. If all the errors and problems were not. Too big you then can always edit and fix to do. Best.

What if your code isn't working?

  • Use a test that will remove it or the best option is to rewrite. The program until just get to something that works and that you understand. Is this. Like in the case a line gets cut after a period for sentences for example.

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