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The homepage for all content aimed at Key Stage 3 students studying Computer Science / IT including computer hardware, Python, App Inventor 2 and Cyber Security. Key Stage 3 Topics These topics are aimed at Year 7 - 9 students (11 - 14 year olds) studying computing. Hardware The Motherboard The CPU Memory Expansion Cards Python Basics 1. The Basics 2. Variables 3. Inputs 4. Calculations 5. Selection 6. Turtle 7. Link to GCSE Python Cyber Security Malware Phishing & Staying Safe Other Topics Desktop Publishing

Learn about data formats such as ASCII, Unicode, CSV, fixed-width, JSON and XML and data types, including Boolean, character, date, integer, real and string. Resources based on Unit F161 (Developing Application Software) for the OCR Cambridge Advanced Nationals in Computing (H029 / H129) AAQ (Alternative Academic Qualification). Qualification: Cambridge Advanced Nationals in Computing (AAQ) Certificate: Computing: Application Development (H029 / H129) Unit: F161: Developing Application Software 2.1 - Data Formats & Types Watch on YouTube : Data Formats Data Types You need to know the characteristics , uses , advantages and disadvantages of six data formats (ASCII , Unicode , CSV , fixed-length , JSON and XML ). You also need to know the characteristics , uses , advantages and disadvantages of six data types (Boolean , character , date , integer , real and string ). What You Need to Know Data Formats ? YouTube video uploading soon Data Types ? YouTube video uploading soon Q uesto's Q uestions 2.1 - Data Formats & Types: 1. What? [2 ] 2. What? [1 ] 3. What? [1 ] 4. What? [1 ] ? D id Y ou K now? 1.3 - Storage Topic List 2.2 - Data Flow

Homepage for learning about computer science in school. Discover topics across GCSE and Level 3 IT subjects, plus programming languages including Python, HTML and Greenfoot. C omputer S cience Newb ie s Popular topics: Python Programming Application Development OCR Cambridge Advanced National in Computing (AAQ) A-Level Computer Science You are viewing the mobile version of CSNewbs. The site will appear better on a desktop or laptop . OCR A-Level (H446) GCSE Computer Science OCR GCSE (J277) Latest YouTube Video Latest Blog Post Links & Information YouTube Channel Last updated: Thursday 4 th June 2026 Millions of visits since 2017! About CSNewbs

Learn about each of the 8 stages of data analysis including exactly what should occur at every stage. Based on the 2016 OCR Cambridge Technicals Level 3 IT specification for Unit 2 (Global Information). 3.4 - Stages of Data Analysis Exam Board: OCR Specification: 2016 - Unit 2 Data analysis is the process of identifying and collecting data to be viewed and modelled, in the aim of discovering patterns or trends that can be used for conclusions and decision-making. 1. Identify the need Before anything else can take place, objectives are set for what the data analysis will hope to achieve. Aims must be clear and well defined . For example, an organisation should define what information will be needed and what exactly they want to find out by the end of the process (the purpose of the data analysis). Not clearly defining the required information or purpose could lead to worthless results and a waste of the entire data analysis process. 2. Define the scope In this stage the restrictions of the project are defined. Scope includes factors such as budget , content , detail , timescales (deadlines) and any further constraints . 3. Identify potential sources Project planners must identify a wide range of sources for the potential information, ensuring that it is unbiased and covers the objectives . The specific data will depend on the project but it could include sales figures or customer surveys for example. 4. Source and select information Information is gathered from the identified sources in stage three. Any unsuitable data is excluded so that results are not unreliable as poor quality information can lead to numerous negative consequences . Planners will have to determine the accuracy and reliability of any identified sources and select the best . 5. Select the most appropriate tools There are many different data analysis tools that can be used as part of this sequence; in this stage the most appropriate tool for the project is selected. Examples include methods of presentation such as charts and graphs for a visual representation of data . Regression analysis can also be used - regression is the determining of relationships e.g. if the amount spent on advertising bottled water increases, will consumption increase too or are other factors involved? If there is a link, a business can continue to spend more on advertising if consumption and profit also rises. Trend analysis is another option - this shows patterns over time , for example, bottled water consumption each year over the past decade. 6. Process and analyse data Data has now been collected and can be inputted into software such as spreadsheets or databases to further analyse. Putting collected data into a spreadsheet for example allows for analysis to begin as graphs can be created from the data and any patterns or trends discovered. 7. Record and store information The data has been collected and analysed and now any findings are written into a report . Any patterns, trends or findings can be described with statistical evidence generated from the analysis. 8. Share results A report is worthless if not shared with the stakeholders . Sharing can take different forms such as a typed document posted out to stakeholders, an email with major findings summarised or as a post on a website . Q uesto's Q uestions 3.4 - Stages of Data Analysis: 1. List the 8 stages of data analysis in order. [8 ] 2. A supermarket chain called 'Fresh Food UK' wants to complete data analysis to see which stores across the country have been most profitable in the last year . Explain how Fresh Food UK would use each of the 8 stages of data analysis . [16 ] 3.2 & 3.3 - Information Categories Topic List 3.5 - Data Analysis Tools

An explanation and introduction to the OCR Level 3 Cambridge Advanced National in Computing specification. This certificate (H029) or extended certificate (H129) is an Alternative Academic Qualification (AAQ). Level 3 Alternative Academic Qualification (AAQ) / Cambridge Advanced National In Computing Computing: Application Development Everything you need to know about this course: The Cambridge Advanced National in Computing: Application Development is a new course that began in September 2025 . It contains both exam and NEA (coursework ) units and focuses on developing software prototypes for applications such as websites , video games and even virtual reality . The video to the left explains all the key details of this new course, but remember, things can change so the OCR website will have the latest updates . Exam Units: Unit F160: Fundamentals of Application Development F160 YouTube Playlist Unit F161: Developing Application Software F161 YouTube Playlist These pages are based on content from the OCR Cambridge Advanced National in Computing (AAQ) specification .

Learn about how information can be categorised for both individuals and organisations. Based on the 2016 OCR Cambridge Technicals Level 3 IT specification for Unit 2 (Global Information). 3.2 & 3.3 - Information Categories Exam Board: OCR Specification: 2016 - Unit 2 Categories of Information for Individuals Communication Texting a friend about dinner plans, sending an email to a family member in another country, ringing work because trains are delayed. Education and Training Revision textbooks, logging into a virtual learning environment to upload a completed worksheet, hand-written feedback sheets from a teacher after an exam. Planning Using a shared document to arrange meeting dates, using a webpage hosting a bus timetable, a calendar app. Financial Using a bank statement to plan holiday saving, creating a spreadsheet of expenditure this month, logging in to a secure web page to buy a present online. Entertainment Reading a film review in a magazine, listening to a podcast about trains, watching a tutorial on DIY. Research Using online encyclopedias for a school project, searching for research articles to write an essay, using a recipe book Location Dependent Find local pizza restaurants, searching for emergency dental care on holiday, Pokemon GO Categories of Information for Organisations Knowledge Management & Creation Managing information across an organisation e.g. sharing information between branches in different cities. Management Information Systems (MIS) A system that provides an overview of key information e.g. the location and contact details of each charity worker in a disaster area. A decision can be made on overall figures or individual data as appropriate. Financial Analysis & Modelling Analysing trends e.g. determining the top selling products in a year or weekly cash flow, to create models of customer/user behaviour. Contact Management Managing contact between a business and the customer e.g. tracking appointments at a doctor’s surgery. Internal and External Communication Providing a communication medium to staff and/or customers e.g. posting Christmas opening times on the website, or sending a staff email invite to the Christmas party. Big Data Any data too large or complex for traditional data analysis techniques to be used e.g health data on the population of an entire country. Marketing, Promotion & Sales Identifying patterns or trends in sales figures, so that certain products or areas can be targeted, e.g. to plan marketing campaigns. Decision Making Using available information to make decisions, e.g. a charity deciding on the amount of aid to be sent to a disaster area based on local data. Q uesto's Q uestions 3.2 & 3.3 - Information Categories: 1. Describe two examples of each category of information used by individuals : Communication Education & Training Entertainment Planning Financial Research Location Dependent [2 each ] 2. Describe two examples of each category of information used by organisations : Knowledge Management & Creation Management Information Systems (MIS) Marketing, Promotion & Sales Financial Analysis & Modelling Contact Management Decision Making Internal & External Communication Big Data [2 each ] 3.1 - Data vs. Information Topic List 3.4 - Stages of Data Analysis

The fifth part of a quick guide to the basics of Python aimed at Key Stage 3 students. Learn about how selection works and how to use if statements. Python - #5 - Selection 1. Using if Statements Using if enables your program to make a choice . There are a few things you need to remember : if is lowercase - it should turn orange. You must use double equals == You need a colon : at the end of your if line. The line below your if line must be indented . Task 1 - Create a new Python program and save the file as 5-Selection.py Use the picture to help you ask what your favourite food is . Run the program and test it works. To indent a line press the tab key on your keyboard. Indentation is important as it tells Python what is within the if statement and what isn't. 2. Using elif elif stands for 'else if '. It is used to respond in a different way depending on the input. elif works exactly the same as an if line so if you make a mistake look up at task 1 to help you. Task 2 - Write an elif line that responds differently to your favourite food question from task 1. e.g. "Yum!" if someone enters "pasta". 3. Using else It is impractical to have hundreds of elif lines to respond to different inputs. else is used to respond to anything else that has been entered in a general way. The else line works a bit differently, so look carefully at the picture . Task 3 - Write an else line that responds to anything else the user enters for your favourite food question. 4. Multiple elifs Despite what you did in task 3, programs can be expanded with more than one elif line. Underneath your first elif line but before your else line, add at least two more elif sections that respond differently depending on what is entered. Use the elif line from the task 2 picture to help you. Task 4 - Read the description above and use task 2 to help you. Challenge Programs Use everything that you have learned on this page to help you create these programs... Challenge Task 1 - Spanish Translation Create a new Python program. Save it as ' 5-Translator.py ' Add a comment at the top with your name and the date. Create a program that asks for a number between 1 and 4. Use if and elif statements to see what the user has entered and print a statement that displays the chosen number in Spanish - use the image to help you understand. BONUS : Add an else line for any numbers higher than 4. When you run it, it could look something like this: Challenge Task 2 - Able to Vote Create a new Python program. Save it as ' 5-Vote.py ' Add a comment at the top with your name and the date. Create a program that asks for their age. Use an if statement to see if the age is more than 17 (use > instead of ==). If the age is over 17, then print "You are old enough to vote!" Use an else statement to print a different message for everyone else. When you run it, it could look something like this: Challenge Task 3 - Totals Create a new Python program. Save it as ' 5-Totals.py ' Add a comment at the top with your name and the date. Use an int input line to ask the user for number 1. Use an int input line to a sk the user for number 2. Multiply the two numbers together and save it into a variable called total. If the total is over 9000, then print "It's over 9,000!!!" Use an else statement to print the total if it is less than 9000. When you run it, it could look something like this: <<< #4 Calculations #6 Turtle >>>

Learn about defensive design considerations including validation checks, verification, anticipating misuse, maintainable code, authentication and input sanitisation. Based on the J277 OCR GCSE Computer Science specification (first taught from 2020 onwards). 3.1: Defensive Design Exam Board: OCR Specification: J277 Watch on YouTube : Defensive Design Validation Checks Maintainability Defensive Design Considerations There are several things to consider when creating a program that is secure and robust , including: Anticipating Misuse Planning ahead to take steps against potential misuse (e.g the app X prevents the same tweet sent twice in a row as it might be spam ). Input Sanitisation Checking and cleaning up data that has been input , (e.g. removing special characters to prevent a SQL injection ). Validation Checking whether input data follows specific criteria and should be accepted (e.g. a length check on a password). Verification Checking whether data that has been entered is correct (e.g. double entry ). Authentication Ensuring only authorised users can gain access to a system (e.g. usernames and strong passwords ) . Maintainable code Allowing other programmers to easily read and quickly understand code that has been written (e.g. using comments , indentation and appropriate variable names ). Input Validation Validation is a process to check that data is reasonable or sensible before it is accepted . Range Check Checks data is within a certain range . Age: 34 203 Type Check Checks data is a certain data type . Height (in cm): 182 Two metres Format Check Checks data is entered in a certain way . Date of Birth (DD/MM/YYYY) 25/03/2011 25th March 11 Presence Check Checks that data has actually been entered and not left blank . Password: fluffythecat123 Lookup Table A table of acceptable entries , also known as a list . Length Check Checks the length of the input is within a certain amount. Telephone Number 08323877319 07383 Maintainability Programs should be written in a way that makes maintaining and understanding them as straightforward as possible. Examples of making a program maintainable include: Using subprograms to reuse code and make them easier to test . This is called modularisation . Appropriate variable names , using a naming convention , ensure the purpose of a variable is immediately understood. Using indentation to improve readability and clearly show each ‘block’ of code. Comments enable a programmer to understand the purpose of each line of code. Crucial when working in a team . Using constants is another method of improving maintainability. This keeps the program code consistent , which makes it easier to read and debug a program. Q uesto's Q uestions 3.1 - Defensive Design: 1. Describe the different considerations a programmer should make for a defensive design . [ 6 ] 2. Describe the each validation check and give a suitable example . [ 12 ] 3. Explain the different ways a program can be maintained . [ 5 ] 2.3 Additional Programming Theory Topics 3.2 - Testing

About CSNewbs Plus (CSN+) CSN+ is a premium collection of resources made for teachers that follows the Computer Science specifications covered on the website . Currently, these resources are in development , with the Eduqas GCSE resource pack arriving first, based on the Eduqas GCSE Computer Science 2020 specification . < Free zip folder download of all resources for Eduqas GCSE topic 1.1 (The CPU) *Updated Jan 2021* Resources included for each topic: Lesson Slides Starter activity (to print) Task resources (e.g. diagrams or worksheets to print) Task answers What is included in the CSNewbs+ GCSE collection? 39 presentation slides 39 starters 39 task answer documents 19 revision activity pages 7 topic tests & answers See below for more details: + Complete presentation slides for each of the 39 theory topics in the Eduqas GCSE 2020 specification . PowerPoint and Google Slides compatible. Activity resources to print . Including diagrams , tables and worksheets for lesson tasks . All answers included for teachers to use. Starter questions that recap the previous topic. For teachers to print before the lesson. All answers included in the lesson slides. 39 starters . Comprehensive answers for all lesson tasks . 39 task answer documents containing answers for over 100 lesson tasks for teachers to use . Revision templates for students to complete, to print on A3 paper . 19 pages and 7 revision lesson slides . Exercise book headings and the driving question (lesson focus) 7 end-of-topic tests with brand new questions . All answers included for teachers. What is included on the presentation slides? The following breakdown shows the presentation slides for 1.1 (The CPU): A title slide The content covered from the Eduqas GCSE specification Exercise book headings and the driving question (lesson focus) Answers to the starter activity questions Lesson objectives An explanation of the topic Clear explanations of the content First task. Students use slides or CSNewbs to complete. All answers on separate teacher document. Task 2. Table provided in teacher resource pack to print. Further explanations of the content Further explanations of the content with diagrams. Further explanations of the content with diagrams. Task 3. Answers in the teacher document. Plenary to check the students' understanding of the lesson topics. < Free zip folder download of all resources for Eduqas GCSE topic 1.1 (The CPU) *Updated Jan 2021*

Learn about software development methodologies such as the waterfall lifecycle, agile methodologies, extreme programming, the spiral model and rapid application development (RAD). Based on the OCR H446 Computer Science A-Level specification. Exam Board: OCR A-Level 2.3 - Software Development Specification: Computer Science H446 Watch on YouTube : Waterfall Lifecycle Extreme Programming Spiral Model Rapid Application Development Software development models are step-by-step methods for creating and maintaining software . They are used to keep projects organised , reduce mistakes and make sure the finished program meets the user’s needs . Different models suit different types of projects . Waterfall Lifecycle The waterfall model is a linear and structured approach where each phase is completed one at a time in order . It needs all requirements to be clearly defined at the start , with little to no changes allowed once a phase is finished . This model is best suited for projects with fixed requirements and minimal risk of change . Extreme Programming Extreme Programming ( XP ) is a type of agile methodology that uses an iterative and flexible approach, progressing in small , usable chunks called iterations (or sprints ). It relies on frequent collaboration with stakeholders and user feedback to adapt to changing requirements . This model is ideal for dynamic projects where quick delivery and frequent updates are important. Spiral Model The spiral model combines iterative development and risk management , progressing through repeated cycles of planning , risk assessment , engineering ( development and testing ) and evaluation . Each loop focuses on identifying and addressing risks early in the project. It is ideal for complex and high-risk projects where requirements may change over time . Rapid Application Development The rapid application development ( RAD ) model focuses on quickly building software through iterative development and frequent user feedback . It uses reusable components , time-boxing and constant feedback to speed up the delivery of an effective final product . RAD is best suited for projects that need to be completed quickly and where requirements can evolve during development . Q uesto's K ey T erms Software Development: waterfall lifecycle, agile methodology, extreme programming (XP), spiral model, rapid application development (RAD) D id Y ou K now? Agile development is named after the ' Agile Manifesto ' - a set of principles for software development agreed by a group of developers at a ski resort in Utah , USA in 2001 . 2.2 - Applications Generation A-Level Topics 2.4 - Programming Languages

Learn about the methods of digital protection including antimalware, firewalls and obfuscation. Based on the 2016 OCR Cambridge Technicals Level 3 IT specification for Unit 2 (Global Information). 6.6 - Logical Protection Exam Board: OCR Specification: 2016 - Unit 2 Logical protection refers to using digital methods of security to protect computer systems and data. Usernames & Passwords ****** Anti-Malware Usernames must be matched with a secure password to minimise the chances of unauthorised users accessing a system. Passwords should contain a mix of uppercase and lowercase letters , punctuation and numbers . Passwords should be of a substantial length (at least 8 characters) and should be regularly changed . Anti-virus software scans a system and removes viruses . If left to infect a system a virus could delete data or permit access to unauthorised users . Anti-spyware software removes spyware on an infected system so hackers cannot view personal data or monitor users. Organisations should install and regularly update anti-virus and anti-spyware programs. Firewall Encryption Firewalls prevent unauthorised access to or from a network . Firewalls filter data packets and block anything that is identified as harmful to the computer system or network. Firewalls can also be used to block access to specific websites and programs. A firewall can be in the form of a physical device which is connected to the network, or software installed on a computer system. Encryption is the conversion of data ( plaintext ) into an unreadable format ( ciphertext ) so it cannot be understood if intercepted . Encrypted data can only be understood by an authorised system with a decryption key . There are two types of encryption . Encryption at rest is when data is encrypted while it is being stored on a system or storage drive. Encryption in transit is to secure the data as it being transferred between systems on a network. Tiered Levels of Access Obfuscation ?????? The purpose of tiered levels of access is to grant different types of permission to certain users. Managing levels of file access ensures that only authorised people can access and change certain files . There are different levels of file access : No access Read-only - Allows a user to view but not edit. Read/write - Allows a user to view and edit. Obfuscation is when data is deliberately changed to be unreadable to humans but still understandable by computers . Program code might be obfuscated to stop rival programmers from viewing and stealing it if they were able to access it. Specialist software can be used to obfuscate data and convert it back into a human-readable format. Q uesto's Q uestions 6.6 - Logical Protection: 1a. Describe why usernames and strong passwords are necessary. [2 ] 1b. State 3 rules for choosing a strong password . [3 ] 2. Describe the purpose of anti-virus and anti-spyware software. [4 ] 3. Describe the roles of a firewall . [4 ] 4. Explain what encryption is. What are the two types? [4 ] 5. Why would an organisation use tiered levels of access ? What are the 3 levels of file access ? [5 ] 6. What is obfuscation ? State a scenario in which it would be used. [3 ] 6.5 - Physical Protection Topic List

Test your understanding of inputs in Python. Try practice tasks and learn through text and images. Perfect for students learning GCSE Computer Science in UK schools. top Python - Section 2 Practice Tasks Task One: Food & Colour Ask a user to input their favourite colour and their favourite food and then print a response using both answers. Requirements for a complete program: Use only one print line. Include both of the user's answers in the print line. Include capital letters, full stops and no irregular spacing in the printed line. Remember: Break up variables in a print line by using commas or plus signs between each part of the "sentence" . Example solutions: What is your favourite colour? green What is your favourite food? cheese Yum! I'll have green cheese for dinner tonight! What is your favourite colour? purple What is your favourite food? ice cream Let's have purple ice cream for breakfast! Task Two: Trivia Question Create a program that asks the user to input an answer to a trivia question of your choice then prints the correct answer with their response too. Requirements for a complete program: Only two lines. Include capital letters, full stops and no irregular spacing in the printed line. Example solution: What is the capital city of Botswana? Windhoek Correct answer: Gaborone. Your answer: Windhoek What is the closest planet to Earth? Mars Correct answer: Mars. Your answer: Mars Task Three: Getting to School Create a program that asks the user how they get to school and how many minutes it takes them (using int ). Then print an appropriate response that uses both variables . Requirements for a complete program: Use only one print line. Include both of the user's answers in the print line. Include capital letters, full stops and no irregular spacing in the printed line. Example solution: How do you get to school? car How many minutes does it take you? 45 Really? It takes you 45 minutes to get here by car? How do you get to school? walking How many minutes does it take you? 20 Really? It takes you 20 minutes to get here by walking? ⬅ 2b - Inputting Numbers 3a - Data Types ➡