Introduction to Software Coding

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Questions and Answers

What is the main difference between the binary and decimal systems?

  • The decimal system can represent binary numbers.
  • The decimal system is used exclusively in computers.
  • The binary system uses only two symbols. (correct)
  • The binary system uses ten symbols.

Why do we need more digits in the decimal system to represent larger values?

  • Because the decimal system cannot exceed nine without an extra digit. (correct)
  • Because each digit can only represent values up to '10'.
  • Because larger values exceed the digit range of the decimal system.
  • Because the binary system represents numbers more efficiently.

What does ASCII stand for?

  • American Standard Code for Information Interchange. (correct)
  • Applied Standard Code for Information Interchange.
  • Advanced System Code for Information Interchange.
  • American Symbol Code for Information Interchange.

How many digits are used to represent each letter in ASCII?

<p>Eight digits. (B)</p> Signup and view all the answers

Which of the following best describes how the binary system operates in relation to computer chips?

<p>Binary numbers mimic on/off states of transistors. (A)</p> Signup and view all the answers

Which of the following statements is true regarding the representation of data types in computers?

<p>All data types consist of binary numbers. (D)</p> Signup and view all the answers

Which system has been primarily used for numerical representation in human civilization for millennia?

<p>Decimal system. (A)</p> Signup and view all the answers

What happens when the value you want to illustrate in the binary system exceeds one?

<p>You add additional digits to the representation. (C)</p> Signup and view all the answers

What is the primary structure upon which a relational database is based?

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

In a relational database, what does each row represent?

<p>An instance of interconnected data (D)</p> Signup and view all the answers

Which of the following is NOT a standard component of a table in a relational database?

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

What commonality do relational databases share with spreadsheet software like Excel?

<p>Both use a tabular structure for data (D)</p> Signup and view all the answers

When organizing data into a relational database, what is typically done with the information?

<p>Data is split into multiple tables based on categories (A)</p> Signup and view all the answers

Which of the following columns would likely be included in a 'customer_data' table?

<p>First_Name (B)</p> Signup and view all the answers

In a relational database, the structure allows for which of the following actions?

<p>Managing diversified datasets in a centralized manner (A)</p> Signup and view all the answers

What is the role of columns in a relational database table?

<p>They indicate specific types of information stored (C)</p> Signup and view all the answers

What is code primarily used for in relation to hardware?

<p>To write instructions for hardware operation (D)</p> Signup and view all the answers

Which of the following is an example of system software?

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

What distinguishes application software from system software?

<p>Application software is not necessary for operation (C)</p> Signup and view all the answers

What characterizes discrete data?

<p>It consists of distinct and countable categories (A)</p> Signup and view all the answers

How do continuous data differ from discrete data?

<p>Continuous data can take an infinite number of values (C)</p> Signup and view all the answers

Why does a computer perform tasks when given a code?

<p>Because software translates code into actions for hardware (A)</p> Signup and view all the answers

What role do programmers play in software development?

<p>They write codes in various programming languages (D)</p> Signup and view all the answers

Which option best represents application software?

<p>The software used for specific tasks like writing or gaming (C)</p> Signup and view all the answers

What is a key characteristic of continuous data?

<p>It occurs frequently in nature. (D)</p> Signup and view all the answers

Which of the following correctly describes a transistor?

<p>An electronic switch that can be either on or off. (B)</p> Signup and view all the answers

How does a computer ultimately process different data types?

<p>By transforming them into sequences of 1s and 0s. (B)</p> Signup and view all the answers

What type of data is referred to as 'digital data'?

<p>Discrete data represented in binary form. (A)</p> Signup and view all the answers

Why is a computer able to 'remember' values stored in its CPU?

<p>Due to the regular flow of electricity through transistors. (D)</p> Signup and view all the answers

What happens to a transistor when it represents a '0'?

<p>It blocks the flow of current. (C)</p> Signup and view all the answers

What is NOT an example of continuous data?

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

What is the main role of a CPU in a computer?

<p>To execute instructions and process data. (C)</p> Signup and view all the answers

What is the primary purpose of a data warehouse?

<p>To analyze large amounts of historical data (D)</p> Signup and view all the answers

Which of the following advantages is NOT typically associated with data warehouses?

<p>Real-time processing of transactional data (C)</p> Signup and view all the answers

What type of data do relational databases excel at managing?

<p>Well-structured small datasets (D)</p> Signup and view all the answers

How does Big Data influence the choice of databases for organizations?

<p>It encourages the use of data warehouses for large datasets (A)</p> Signup and view all the answers

Which of the following statements about data warehouses is true?

<p>Data warehouses use data cleansing processes to enhance data quality. (B)</p> Signup and view all the answers

What is a significant challenge associated with using relational databases for Big Data?

<p>Performance issues and difficulties in handling large volumes (B)</p> Signup and view all the answers

Why might organizations prefer data warehouses over traditional relational databases?

<p>Data warehouses are optimized for analyzing large historical data. (C)</p> Signup and view all the answers

What aspect of data warehouses helps ensure effective business intelligence?

<p>Integration of clean and consistent data from various sources (A)</p> Signup and view all the answers

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Study Notes

Software and Code

  • Software consists of code, which is a set of step-by-step instructions executed by hardware.
  • Code is purpose-driven, such as performing mathematical operations, converting digits to text, and displaying website content.
  • Once code meets its purpose, it becomes known as "software."
  • Programmers use various programming languages to write code.

Categories of Software

  • System Software: Ensures hardware functions correctly and efficiently.
  • Application Software: Enables users to perform specific tasks, such as document creation, gaming, and video playback.

Data Types

  • Discrete Data: Countable and categorized into distinct groups, e.g., the number of apples.
  • Continuous Data: Measured without inherent cut-off points, e.g., length of a string.

Digital vs. Analog Data

  • Discrete data is referred to as "digital data," while continuous data is often called "analog data."
  • Continuous data exists naturally in the environment; examples include temperatures and sound waves.
  • Digital data reduces to binary form using 1's and 0's for computer processing.

The Role of Binary System

  • Computers process data using the binary system that corresponds to the "on" (1) and "off" (0) states of transistors in CPUs.
  • The CPU acts as the brain of the computer, using millions of transistors for processing.

Number Systems

  • The Decimal System uses ten symbols (0-9) to represent values.
  • The Binary System uses two symbols (0 and 1) to represent values; an expansion in digits is needed when values exceed one.

ASCII Code

  • The ASCII code assigns specific binary numbers to alphabet letters and numerical digits, allowing computers to process text.

Data Storage

  • All types of data (Booleans, integers, floats, strings, images, audio) are represented in binary format.
  • Relational Databases: Organize data into structured tables with rows (records) and columns (information types).

Database Structure

  • Data is categorized into multiple tables, such as customer data, order data, and employee data.
  • Each table is structured with rows for individual records and columns for data attributes.

Data Warehouse

  • A data warehouse is a specialized database for analyzing large volumes of historical data.
  • Advantages include scalability, data integration from various sources, and enhanced data quality.

Big Data Impact

  • Traditional relational databases manage smaller, well-structured data efficiently, but face challenges with larger datasets.
  • Organizations need to store and analyze Big Data, which is unstructured and extensive, thus requiring alternative storage solutions.

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