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A Level Biology

A Level Biology Teaching Resources

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A-Level Biology Teaching Resources

Teach any a-level biology class.

Our A-Level Biology materials are the best on the market for students to revise, practice, test themselves, and understand every topic of the exam board spec.

Whether you’re a brand new Biology teacher, of you’ve been teaching for years, our resources will save you hours and hours of lesson preparation every single week.

What’s included?

• 30+ PowerPoint lesson presentations
• Exam-style question booklets for every exam board
• 1000+ interactive Biology quizzes (Across all exam boards)
• Mind map handouts of core concepts
• Condensed, but detailed, revision notes for every exam board
• Past papers from all exam boards
• Share access to our NEW ONLINE COURSES with your students.

Complete A-Level Biology Teaching Resources

Over 30 A-Level Biology lessons in PowerPoint format, allowing you to teach the main topics of biology to your entire classroom.

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Exam booklets

Our exam booklets are specifically created for AQA, Edexcel, OCR and CIE specification to ensure your students cover the topics they need to know.

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Quizzes & Online Courses

1000+ quiz questions, covering the major exam boards. New for 2021 our Online Courses to help you students learn remotely with multiple-choice quizzes after every topic.

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Use the mind maps as handouts, or edit them to create printable worksheets for student homework or classroom activity.

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Condensed notes

Comprehensive revision notes can be given to your students as printouts for revising with AQA, OCR, Edexcel, & CIE exam spec.

Past Papers

Past papers to help your students practice exam question answers and highlight revision topics they need to work on.

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With our comprehensive A-level biology resources, you needn’t focus hours of your time preparing material for your class. Simply log in, download and present.

Because our material is put together by education practitioners, you can direct your energy and efforts into addressing your students’ individual needs in their revision period rather than worrying about the quality of the resources you’re using.

Preparation for A-levels goes beyond coursework and into familiarising your students with the examination environment. Take advantage of our quizzes and past papers so you can guide your students through the selected exam board’s style of questions, terminology and vocabulary, and length.

At A-level Biology, we’ve brought together a whole host of resources that will be time-savers for you and godsends for your student. These include comprehensive revision notes, exam booklets, PowerPoints, quizzes, mind maps and AQA , OCR , CIE and Edexcel past papers.

You play a huge role in your students’ A-level success and tertiary education ambitions. Give them the best head start by providing the best revision material. We’ve got a variety of subscription levels to suit your pocket too, from Free, which gives you access to revision notes, samples and limited support, to Premium, which opens the door to over 800 quiz questions, exam booklets, dedicated email support and AQA, Edexcel, CIE and OCR curriculum. Sign up today, you’ll wonder how you lived without it!

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AQA A-Level Biology Revision

For each of the papers below, there are revision notes, summary sheets, questions from past exam papers separated by topic and other worksheets.

AS Papers 1 & 2

A-level paper 1, a-level  paper 2, a-level paper 3.

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Programmes & Qualifications

Cambridge international as & a level biology (9700).

• Syllabus overview

Cambridge International AS and A Level Biology builds on the skills acquired at Cambridge IGCSE (or equivalent) level. The syllabus includes the main theoretical concepts which are fundamental to the subject, some current applications of biology, and a strong emphasis on advanced practical skills. Practical skills are assessed in a timetabled practical examination. 

The emphasis throughout is on the understanding of concepts and the application of biology ideas in novel contexts as well as on the acquisition of knowledge. The course encourages creative thinking and problem-solving skills which are transferable to any future career path. Cambridge International AS and A Level Biology is ideal for learners who want to study biology or a wide variety of related subjects at university or to follow a career in science.

The syllabus year refers to the year in which the examination will be taken.

• -->2022 - 2024 Syllabus update (PDF, 152KB)
• -->2025 - 2027 Syllabus (PDF, 1MB)

Syllabus support

• -->Managing science practicals (PDF, 71KB)
• -->Practical science factsheet (PDF, 373KB)

Syllabus updates

We revise qualifications regularly to make sure that they continue to meet the needs of learners, schools and higher education institutions around the world and that they are up-to-date with current thinking. We have updated this syllabus and all assessment materials to improve the clarity and consistency between Biology, Chemistry and Physics.

How has the syllabus changed?

To make it easier for teachers to understand what's required, we have:

• updated the learning outcomes, clarifying the depth to which each topic should be taught. Although the wording will look different in many places, the teaching content remains largely the same
• removed and added topics, and moved some content from Cambridge International AS to A Level and vice versa; but the teaching time still falls within the recommended guided learning hours
• numbered the learning outcomes rather than listed by letters
• shortened the syllabus aims and revised the assessment objectives (these changes do not change their meaning or focus)
• updated the list of command words and their meanings to help learners know what's expected of them in the exam.

How has the assessment changed?

• Paper 1 Multiple Choice: duration increased by 15 minutes to allow for further reading time.
• Paper 4 A Level Structured Questions: we have removed the section headings and optional questions.

When do these changes take place?

The updated syllabus is for examination from June 2022 onwards. Examinations are available in March 2022 for India only. Please see the 2022-2024 syllabus above for full details.

We have a comprehensive range of materials to help you teach the 2022-2024 syllabus including:

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• Example Candidate Responses
• Everyday Science
• Resource Plus.

These materials are available on our School Support Hub .

Sign up for our online Introductory training from June 2020 and online Extension Training from September 2021.

View supporting resources for Cambridge International AS & A Level Biology (9700).

Biology for Cambridge International AS & A Level (Cambridge University Press)

New editions of this series help your students develop practical and analytical skills. Features such as Science in Context and reflection boxes, provide students with active learning, skills building and reflection opportunities.

Read more on the Cambridge University press website

Cambridge International AS & A Level Biology (Hodder)

Confidently navigate the Cambridge International AS & A Level Biology (9700) syllabus with a structured approach ensuring that the link between theory and practice is consolidated, scientific skills are applied, and analytical skills developed.

Read more on the Hodder website

Cambridge International AS & A Level Biology (Collins)

Deepen students' understanding and evaluate learning with regular questions and practical activities. This course provides regular opportunities to draw connections between topics.

Read more on the Collins website

Important notices

For some subjects, we publish grade descriptions to help understand the level of performance candidates’ grades represent.

We paused the publication of grade descriptions in response to the Covid-19 pandemic and the temporary changes to the awarding standard in 2020, 2021 and 2022.

As the awarding standard has now returned to the pre-pandemic standard, we are working to produce up-to-date grade descriptions for most of our general qualifications. These will be based on the awarding standards in place from June 2023 onwards.

School Support Hub

Teachers at registered Cambridge schools can unlock over 30 000 teaching and learning resources to help plan and deliver Cambridge programmes and qualifications, including Schemes of work, Example candidate responses, Past papers, Specimen paper answers, as well as digital and multimedia resources.

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Top tips for tutoring A Level Biology

• Share Article

1. Make connections: Bridge content to the bigger picture

2. present information in multiple formats, 3. practice exam technique, 4. show enthusiasm.

A Level Biology is often considered one of the most challenging subjects, frequently ranking among the top five hardest A Levels. It’s no surprise, then, that many students seek out exceptional tutors to help guide them to success! In this article, I’ll share my top tips for tutoring A Level Biology as an online tutor.

Biology is all about connections: biological molecules are used in molecular processes, which, in turn, shape evolution and ecosystems. This is why it’s crucial to highlight the relationships within and across topics , as well as their overall importance in the maintenance of life. For example, when discussing photosynthesis, it’s helpful to ask students to identify how the reactants and products of each stage contribute to the overall equation. This will allow them to gain a deeper understanding of the process.

Encourage students to draw parallels across the specification. After they learn a new topic, ask them to identify any familiar ideas, molecules, or processes from the content they already know. By making connections between different topics, students will develop a broader overview of the content. This will be particularly useful for those tackling the AQA Paper 3 synoptic essay question!

Helping your students build a mind map of related ideas and topics over the course of multiple lessons is also a great way to practise making these links! As students learn new concepts, they can add key terms and content to their mind map, creating a visual guide to the specification. This helps students engage more fully with the content and provides a helpful revision resource for their exams.

Using a combination of teaching formats alongside verbal explanations – such as animations, diagrams, and simulations – allows students to better engage with concepts that may otherwise prove challenging to comprehend. This is especially true for molecular-scale processes like enzymatic reactions and gene expression.

When explaining more complex cellular processes, I often start by outlining the main points on a whiteboard. Then, I ask my students to use a diagram to help them explain the key concepts. If further clarification is needed, I can show a video of the process without sound or subtitles. Pausing the video at crucial points allows me to ask students to explain what they recognise and comprehend. This encourages them to rely more on their own understanding and notes instead of just passively listening to the video.

Simulations are another fantastic tool to help students engage with the material. Websites like PhET Simulations provide interactive activities that showcase concepts like neural transmission, the Lac Operon and molecule polarity in new and interesting ways. Students can alter variables to see how they affect the processes, providing excellent opportunities to explore the content both during lessons and in their own study time.

Even after they grasp the content, applying it to exam questions can pose challenges for students. Familiarising students with the structure of their specification’s papers can help them feel more confident on exam day. After covering new content, it’s always a good idea to introduce students to exam questions at increasing levels of difficulty to get them acquainted with the different ways in which questions can be asked.

Giving students the chance to work through questions independently (or with support where required) and providing constructive feedback helps them build their confidence and understanding of exam-style questions. Additionally, asking students to talk through their train of thought while answering questions can help you to understand their thought processes and identify what they’re already doing well and what could be improved.

Analysing past paper mark schemes is also a great way to help students understand the criteria examiners use for awarding marks. Walking through the key points, level of detail, and assessment objectives for each question can help students identify areas where their exam technique could be refined.

While the tips and tricks mentioned thus far are great ways to keep students engaged, nothing beats the inspiration that comes from having a tutor who is clearly excited about the subject they teach. It can take a lot of courage for students to answer questions about topics they aren’t familiar with, so it’s important that their effort is matched with enthusiastic encouragement and energy in each of their lessons. Not only will this help keep students invested, but it also fosters a genuine interest in the subject, even empowering them to pursue further study and careers.

Overall, effective tutoring isn’t just about knowing the information and being able to share it with others. It’s about being enthusiastic, helping students relate the content to the bigger picture, adapting your teaching style to your students, and making exam technique regular practice, rather than just something to do as exams approach. If you keep these in mind as you plan your lessons, you’ll be a top-notch A Level Biology tutor in no time!

Déna is a BSc Biology (Hons) graduate and trainee teacher. She is a tutor at PMT Education .

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Step by Step Guide to Writing Level 7 IB Biology IA

I. introduction, a. brief overview of ib biology ia.

The IB Biology Internal Assessment (IA) is a crucial component of the International Baccalaureate (IB) Biology curriculum . It serves as a substantial piece of written coursework in the form of a scientific report, focusing on a specific experiment. This undertaking provides students with an opportunity to delve into a topic of personal interest within the realm of biology, conduct experiments, analyze data, and communicate their findings effectively.

B. Importance of Achieving a Level 7

Securing a Level 7 in the IB Biology IA is highly coveted for several reasons. Given that the IB curriculum heavily emphasizes coursework, excelling in IAs can significantly impact your overall grade. Attaining a Level 7 demonstrates a deep understanding of scientific concepts, meticulous experimental design, thorough data analysis, and clear communication skills.

II. Understanding the Assessment Criteria

A. criteria breakdown, 1. personal engagement (2 marks).

Personal engagement involves selecting a topic and experiment that holds personal significance or relevance to the student. While topics often align with IB biology content, students have the flexibility to explore areas beyond the curriculum. Examples may include investigating factors affecting plant growth or studying solubility and diffusion patterns of substances. The key is to explain the relevance of the chosen topic to earn these two marks effortlessly.

2. Exploration (6 marks)

The exploration criterion encompasses providing relevant background information and context for the chosen topic. Thorough research is paramount here, incorporating scientific theory, external references, and IB biology concepts. A well-rounded exploration sets the stage for a robust experiment and hypothesis.

3. Analysis (6 marks)

Analysis begins with formulating a clear research question that includes both the independent and dependent variables. Crafting a hypothesis based on research and scientific theory is crucial. Methodology should be detailed yet accessible, with specific equipment measurements and uncertainty. Data collection, processing, and presentation should be meticulous, with multiple trials for reliability. The evaluation phase involves critical thinking, comparing results to the hypothesis, identifying strengths and weaknesses of the experiment, and reflecting on the process.

4. Communication (6 marks)

Effective communication is essential for conveying scientific theories and experiment findings. Proper formatting, labeling of tables and graphs, and adherence to citation and referencing styles (e.g., MLA or APA) are imperative. A well-structured IA with clear communication enhances readability and comprehension.

III. Final thoughts

In the pursuit of crafting a Level 7 IB Biology IA, don’t hesitate to seek reviews and feedback from your teacher—they’re not only there to guide you but also responsible for evaluating your IA. Their insights can provide invaluable direction, helping you refine your ideas, address any shortcomings, and ultimately enhance the quality of your IA. Additionally, it’s crucial to be mindful of common mistakes such as simple grammatical errors and inadequate labeling of equipment in the methodology section. Maintaining a well-structured layout with clear headers facilitates readability and comprehension, ensuring that your IA is easy to navigate for both you and the examiner.

Remember, the IA is not a task to be completed in a single sitting. Starting early and establishing a brief overview allows ample time for successive rounds of review and editing. By adopting an iterative approach, you can refine your experiment design, enhance your data analysis, and polish your communication. Embracing feedback, avoiding common mistakes, and adopting a diligent, iterative approach are key to achieving success in your IB Biology IA.

Select a topic that interests you personally and has relevance to biology. Consider areas covered in your IB biology coursework but don’t hesitate to explore beyond the curriculum if a particular aspect of biology intrigues you.

Follow a structured format with clear headings and subheadings. Ensure proper labeling of tables and graphs, and adhere to citation and referencing guidelines.

Conduct multiple trials for each experiment to enhance reliability. Use appropriate statistical tools to analyze data and draw meaningful conclusions.

Reflect on possible reasons for the discrepancy, considering experimental limitations and external factors. Compare your findings to existing research and scientific theory to provide context.

Effective communication is essential for conveying your experiment’s findings and scientific concepts. Clear formatting, labeling, and referencing contribute to a well-structured and comprehensible IA.

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A Level Biology

Our extensive collection of resources is the perfect tool for students aiming to ace their exams and for teachers seeking reliable resources to support their students' learning journey. Here, you'll find an array of revision notes, topic questions, fully explained model answers, past exam papers and more, meticulously organised to simplify your search.

AQA A Level Biology

Cie a level biology, edexcel a (snab) a level biology, edexcel a level biology, ocr a level biology, wjec a level biology, wjec eduqas a level biology, articles and resources for a level biology students.

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75+ A-Level Computer Science NEA Ideas (and why they’re good)

In A-Level by Think Student Editor March 9, 2019 6 Comments

Computer Science at A-Level is sometimes misunderstood as being a subject where all you do is sit in front of a screen, coding away in Python, trying to build the next Google. While a lot of your time is spent staring at a computer screen, it’s not just about coding.

There is a theory side to Computer Science which plays a big role in determining what grade you get at the end of your two years. Your NEA will take a lot of analysis, planning and trial and error which many students do not expect. That’s why below I’ve provided a long list (in no particular order) of project ideas so at least one step is taken out of the equation. You can combine some of these ideas and create a Frankenstein-type project or maybe just take one and make it your own.

Remember, refer to the mark scheme to ensure you hit as many A-Level Computer Science skills as possible. It’s always worth taking a look at your relevant specification to see which skills you want to showcase, you can find specifications for OCR and AQA here. Without further ado, let’s get to it.

1. Maze Generation Software

There are many different algorithms that you could implement when programming a maze generator (like a lot). So, if you want a list on the different algorithms you could possibly implement, check out this article.

2. Rubik’s Cube Solver

This is probably the hardest project idea on this entire list – in terms of the actual implementation. Creating AI that can actually learn how to solve the Rubik’s cube is very, very difficult.

The good news however, is that I don’t think examiners will expect you to create AI that learns how to solve the Rubik’s cube entirely by itself. Therefore, if you do choose this idea, I highly recommend that you program your AI around one of the many pre-existing algorithms that have been created to solve Rubik’s cubes.

In my opinion, this is the best algorithm for you to base your AI around.

3. Bird Migration Pattern Predictor

If you actually pull this one off, I would eat my foot if you didn’t get top marks (an A*).

For this project, you will need to analyse how birds have migrated across the globe in the past. Then you will need to try and find correlations between migration patterns and geographic weather conditions. From this data, your program could predict future migration patterns depending on different climate changes.

I think a great start for this idea is to read into what web-scraping is and how to do it.

4. Nuclear Power Plant Meltdown Simulation

While programming this project, you would have simulate real world conditions. After you have created this Earth-like environment, you can model the effects that a nuclear power plant meltdown would have on said environment.

You could even add cities to see the affects that radiation would have on them too.

5. Supermarket Stock Management System

Supermarket’s not only need to manage stock, but also staff – both of which, they have lots of. This means that there is most definitely an opportunity for you to make a complex system that could aide a supermarket.

If you do choose this, make sure you read up on how a supermarket actually operates, so the system is suitable. There’s a great document here that should tell you all you need to know about managing a supermarket (and a lot more).

6. Restaurant Point Of Sale (POS) System

A point of sale system is very different to a stock management system (as you would find in a supermarket). The difference is that a point of sale system is used (guess what) at the “point of sale”, meaning staff will use the system at restaurant tables when taking food orders.

Therefore, you must make sure your POS system has an extremely friendly user interface, as customers don’t like waiting around!

7. Chess Playing AI

I don’t think I need to tell you that this is going to be challenging… Therefore, if done right, this could lead to a well earned A* for your NEA.

There are so many resources to help you develop this particular project idea online. So, whenever you get stuck, you will never be far away from help.

8. Image Recognition AI

I reckon this is probably equally as difficult as the Rubik’s cube one – AKA very, very hard.

This idea should be screaming at you: “machine learning and neural networks”. If it’s not, there might be something wrong with you…

Neural Networks + Machine Learning = High Marks

There are loads of free online resources that will help you a ton. However, I highly recommend that you get this book off Amazon.co.uk , it is the best book on getting started with neural networks that I have ever read – just going to have to trust me on this one.

9. Evolution Simulator

This project has the potential to be seriously complicated, however, you could also make it quite simple. It all depends on what’s evolving.

If you are going to simulate how animated stick figures get better at running over many generations, your program is going to be very complex. However, if you are going to simulate how a single-muscled slug can get better traveling between points as quickly as possible then it could be quite simple.

If you’re even considering this project, then you should definitely check out this YouTube playlist (it’s strangely satisfying watching his imaginary creatures evolve).

10. Voice Recognition AI

This project is (obviously) very similar to the image recognition project that was aforementioned. Therefore, this project too, should be screaming “machine learning and neural networks” at you.

I’ve never really programmed a voice recognition AI before, therefore, I can’t really recommend any specific books for you to get (as I can’t be certain of their quality). However, I have done a quick google search and within 5 minutes I can tell that there is shed loads of information on this topic, so on that front – don’t worry.

11. Sales Order Processing System (SOP)

An SOP system should, as the name suggests, manage sales. This means it should control the majority of communications between the warehouse, sales team and the client.

Below are things that a typical SOP system could do:

• Store Order History
• Generate Invoices
• Generate Reports
• Generate Delivery Notes
• Send Reminder Emails

You are tied down a bit with this project, as you do have to make sure a factory could actually use this software. However, there are still many different avenue’s for you take with the types of functionality you decide to implement.

12. Poker Game

For you to do this project, you would have to be fairly confident with networking. This game would allow multiple devices to join a “table” and start playing poker with each other.

Depending on how complex you want your program to be, you could add so many extra features. I think a great extra feature for this project would be to calculate the odds of someone winning per hand. Furthermore, you could also add a computer poker player (where you could definitely implement some AI).

13. DJ Software (Can Mix Music)

This one is definitely a fun project for those of you who have an affection for music. This project would clearly require you to learn a shed load about manipulating audio files, however, if you can pull it off I think you could really make a project that is A* worthy.

You could also build a control system which could implement the software. This might cost a bit of money, but once again, it’s going to make you like you really know what you’re doing.

14. Interactive Circuit Builder

If you want to know what I’m on about, get the free trial of Logicly or just go on YouTube and look at a video of someone else using Logicly.

Assuming you have done that, you will know what I mean by an “interactive circuit builder”. I would say that the most important aspect of this project would have to be the UI. Without a good user interface, the software would not be fit for purpose and you would definitely lose marks.

15. Quiz App

You could either make an offline quiz app or you make a much more complex client-server quiz style app. There is definitely much more opportunity to get an A* with the latter of those options.

If you decide to do a client-server model, I think a real time quiz app would work great – something (even remotely) similar to Kahoot would really stand out.

16. Software for Calculating The Big O of an Algorithm

Examiners will absolutely love this one, but why?

Because in doing this project, you would be making a computer science theory topic actually come to life. Therefore, if you do this project, you are showing to the examiner that you can get a concept off paper and actually make use of it in a real situation.

Besides that, this project is amazingly complex and will certainly provide you with plenty of opportunity’s for you to incorporate A* level concepts into your program.

If you have forgotten what Big O is, don’t worry (you should worry a bit actually) and just go give this a read.

17. Tracking And Monitoring Global Shipping Routes

This project is going to require you to get comfortable with web-scraping and API’s. You will need to be able to gather information about the global whereabouts of cargo ships frequently.

Once you have mastered the back-end tracking, you will need to think of a nice way to present the data. Maybe you could use certain programming libraries to make route representations on a global map?

18. Implementation of Machine Learning To Maximize Profits At An Airport

This could be my favorite project idea on here.

The lengths that airport companies go to when designing the layout of a particular airport is crazy. Everything is where it is for a reason: the route you take to board a plane, where you wait to board and the even where the security is. If you want more information about how airports maximize profits, check this out.

If you choose this project, I think you should do a simulation where people are represented by a particular sprite, shape or whatever you choose, and then they you follow them through the airport. After each day you could track the profits that the airport made.

Now this is where machine learning comes in… you could implement an algorithm that changes the layout of the airport each day and see if profits increase or decrease. Then the program would learn accordingly.

19. 3D First Person Shooter Game

Although many people choose to program a 2D game for their NEA, I think that programming a 3D game is just… better. Programming in 3D makes it so much easier for you to implement A* level programming techniques.

20. Implementation of AI To Model The Effects of Global Warming

Global warming is becoming an ever increasing issue in today’s world – so this project certainly checks the box “assists with a real world problem”.

Anyway, designing a program (using AI) that can attempt to predict what the effects of climate change are going to be on the planet is a great idea. It’s complicated enough, time-consuming enough and definitely “real worldy” enough.

A great place to start with this project is to check out the currently predicted effects of climate change, which you can find here.

21. Encrypted Instant Messaging App

An instant messaging app is one thing, but an encrypted instant messaging app is a whole different thing. This project is great because it just ticks so many boxes. You will be covering encryption and client-server networking in the same project!

Before you start this project, make sure you take out the different types of encryption methods (you can find some here).

22. E-Commerce Web App

Almost every single large company out there now has an online e-commerce website. Therefore, there is going to be plenty of helpful resources out there for you to learn from.

This project will also require some encryption as you will be dealing with payment methods such as debit and credit cards, which are VERY much confidential information.

23. Fitness Monitoring App

Programming a fitness app will allow you to actually interact with the hardware that is on the phone. For example, you could have a fitness app that tracks footsteps, in which case you would need to directly communicate with the phones pedometer.

24. Virtual Flashcard App

This can be a great project, if done right.

You’re going to have to get very good at databases if you do this project as a virtual flashcard app would require crap loads of them. A great example of a virtual flashcard app is Quizlet (I’m sure you have head of it already).

A simple virtual flashcard app should allow a user to:

• Create Folders For Different Subjects
• Create Flashcards Sets For Particular Modules
• Revise Flashcard Sets Effectively.

25. Public Transport Timetable App

Now, I don’t mean just display a PDF image of a pre-existing bus timetable and say “finished!”…

This app should be able to perform web-scraping on live bus and train timetables and display the information is a user friendly way.

Your program could even take two postal codes and calculate the quickest way to get there using a mixture of public transport and walking. It could also return the current price for that specific journey. An example of how this can be implemented is on the Stagecoaches “Plan A Journey” page.

26. Social Networking Platform

You all know what a social networking platform is. I don’t think I need to explain this one to you…

27. Physics Projectile Modelling Tool

If you are a fan of mechanics, this is your project. One of the many reasons this project is so good is because when programming it, you are forced to simulate a real world environment – in the sense that you program in gravity, terrain, air resistance etc.

Furthermore, if you were so inclined, you could very easily transform this project into a game, where you try to hit particular objects using a projectile. Angry birds is a great example of what I mean.

28. Nuclear Power Plant Management System

There’s more to managing a nuclear power plant than you think. Therefore, a nuclear power plant management system can either be super simple or extremely complex depending on what you choose to implement into the system.

I highly recommend you check out this link , it tells you all about the parts of a nuclear power station and you will get a feel for what your system will be managing very quickly.

29. Weather Forecasting Software

There are many paths you could take with this particular project, so it’s really down to what you decide. However, the fundamental core of this project is that you need to at least make an attempt at predicting what the weather will be like tomorrow, the day after or perhaps even a week from now.

You could implement some kind of machine learning algorithm that could compare what your weather prediction was and what the weather actually turned out to be like. From here, the algorithm could adjust the factors that went into making the prediction accordingly.

30. Air Traffic Controller AI

Air traffic controllers are essential to ensure that planes aren’t going to collide when coming in or going out of an airport. However, humans tend to make mistakes – fairly regularly. Maybe an AI would always get it right?

For this project, you would have to create a model of an airport and simulate planes coming in and leaving. Your, AI would ensure that no planes crash… hopefully.

31. Interpreter For Chosen Programming Language

Interpreters convert high level language code into machine code that can be directly processed by the CPU. Furthermore, interpreters normally translate code per line, not all at once.

Although this programming project is challenging, you might struggle to incorporate some of the A* level programming concepts in your code. All I’m saying is that make sure you keep an eye on the marking criteria and don’t forget why you’re doing this project – to get the grades!

32. Internet Speed Tester

There’s more that goes into getting an accurate assessment of your internet bandwidth than you think. Therefore, making an internet speed test is definitely complex enough.

For this project, you will need to add feature to bulk it up. You could maybe try different methods of testing internet speed then compare how accurate each of them are.

33. Secure FTP Server

FTP stands for File Transfer Protocol. So this project would basically be making software that allows devices to easily transfer files between each other. I know I’ve said this a lot, but, once again, this project is going to be as complex as you make it.

If you choose this project, make sure you don’t just use an FTP library that does everything for you! Try and do as much as possible by yourself.

34. Software To Find The Best Online Deals

For this project, you’re going to need to “scrape” all of the current prices for a particular product off their respective websites. That’s the hard part. Next, you will have to present all of your various comparisons to the user in an easy-to-understand way (and give a conclusion containing where they can find the cheapest price).

A great example of this type of software is the website Trivago.

35. AI Chat Bot

This project would entail you creating a program that can talk to humans as if it was a human too. If there was such thing as a perfect AI chat bot, you shouldn’t be able to distinguish it from a human.

When programming this, you are going to need to be able to program in some sort of artificial intelligence that can learn from previous conversations it had with real people.

Two examples of chat bots that I have seen before are CleverBot,   Eviee, and more recently ChatGPT.

36. Search Engine

Examples of search engines are: Google, Bing and Yahoo. There role is to receive a query from a user and index webpages in accordance with how relevant they are to the particular query. So if you googled “what is a pineapple?”, the idea is that a webpage containing information about pineapples would come up first before information about bananas.

There are many factors to consider when ranking webpages. Possible ranking factors for your SE could be:

• Keyword Frequency
• Image ALT Tags
• How Users Have Interacted With Page Previously.

37. AI Spam Filter

If you’ve ever been directly (or even indirectly) involved in front-end website development or survey development, you will know how big of a problem spam is. Spam messages can take many forms and with each passing year, it is getting more and more difficult to decypher what messages are genuine and which are spam.

This means that for your A-Level Computer Science NEA project, an idea could be to build a spam filter that could be run on an email server, implementing AI and Machine Learning. There is huge potential with this project idea and it is certainly not an easy one to develop!

38. Music Suggestion Tool

We’ve all used and heard of the famous YouTube recommendation service… Every time you go on YouTube, they have an algorithm running that recommends videos based on what they think you’ll like. Why not make your own version but just for music?

You could even tailor the recommendations to what mood the person is in by analysing music videos for particular themes e.g. sad, happy or exiting. If you did decide to go down this route with your NEA project, there is huge potential with this idea for machine learning implantation which would be designed around user feedback (user specifies whether or not the recommendation was good).

There is a great video on how the YouTube recommendation algorithm works here.

39. Graph Plotting Software

If you’re currently studying A-Level Maths or A-Level Further Maths, you will know the importance of graph plotting software is very high. So, there’s demand, why not provide the supply in the form of an NEA computer science project?

Your project could receive a polynomial expression as an input, and output (plot) a visual graphic of that graph… There are many examples of these types of software out there, one that you should check out is GeoGebra .

40. Foreign Language Teacher

This project idea could be made extremely basic, or extremely advanced. However, the fundamental building blocks of this project idea will always be the same; it will assist users in learning a foreign language. I don’t think I need to say too much about this idea, but I would recommend you checkout examples of this type of software such as Babbel or Duolingo.

41. Sat Nav

This NEA project could potentially consist of both web-scrapping and Dijkstra’s algorithm. That is a seriously nice combination!

What is not immediately obvious about this project idea is how much graphical work there is to it – there’s a lot. All I’m saying is that if you do decide to choose a project idea similar to this one, be sure that your graphical skills are very strong!

The most obvious example of software similar to what’s mentioned above is Google Maps, go check it out , if you’re interested.

42. Make Your Own IDE

Now this might seem intimidating at first but hear me out. There’s lots of resources out there to help you out on this project and it allows you to be as creative as you want since you’re the designer. You should be able to run, debug and compile the code.

You can use this video and this article to get you off to a good starting point.

43. 2D Platformer Game

This A-Level NEA project allows you to be as creative and go into as much detail as you want. You could include enemies, randomly generated levels, level editors where the player could make their own levels, multiplayer capabilities etc. One of the more challenging things you could do is include the ability to save your position and access it later.

This project will really get your creative juices flowing as, even if someone has the same idea as you, your games could come out wildly different. You can find many game making tutorials, particularly in Python. You may have heard of the popular library pygame which most games in Python are based on. You can click here to find a tutorial on the basics of pygame.

44. 3D Platformer Game

This will certainly push you into the top marks as it requires a deeper understanding of how to render vector graphics and some maths. Remember, the examiners aren’t worried about how good the game looks, they want to know about the complexity of your code and the skills you showcase within it. Some of the most popular libraries include OpenGL (in C/C++) and Panda 3D (Python).

One of the advantages of doing a 3D game is that the game itself doesn’t actually need to be very complicated. If all goes well, the complexity should come from the 3D rendering, meaning your game could be relatively simple.

45. Revision Aid

This idea is very popular amongst students as they likely already use one, or are taking this opportunity to build their own. This can be anywhere from a flashcards application to a quiz or a game where you have to dodge the wrong answers. See Quizlet or Anki for inspiration.

As with the platformer, the scalability of this project is up to you and how complex you want to make it. Maybe you want to have a competition element where users get a score for how many questions they get right. This project will require a knowledge of databases (e.g. SQL) so if that’s something you’re not good with then there’s still a few more to go.

46. Circuit Simulator

This project is heavily centred around a good-looking GUI, so you will need to have an immense amount of self-control to ensure you don’t throw away hours and hours into a part of the code that barely gets you any marks.

The idea is based around an interactive, online version of a circuit builder, allowing users to connect resistors, lamps and other electrical things I don’t know the names of using wires. You may want to make use of TKinter , a python library, to help with your GUI.

47. Live Chat Forum/Room

This one is pretty self-explanatory but requires a deep knowledge of networking and client-server communications. There are many tutorials you can find online on how to create chat software which is where your creativity will need to come in.

You could think about allowing users to send pictures, create their own group chats, send videos etc. You could even create an AI moderator which censors inappropriate language or detects inappropriate pictures and takes them down.

48. Robotics

This seems quite vague but what I mean is using code to control and communicate with a robot that serves a certain purpose. For example, you could code a robot vacuum to detect walls or the size of the room, where dirt is etc. You can do this through image recognition which by itself is very complex and high level, securing you those marks.

The biggest thing with this is that it requires you to have access to the required hardware so you can check if it works correctly. With the robot vacuum idea, you’re going to need to have a robot vacuum on hand.

49. Business Rota Application

Some of you might have part-time jobs, in which case you will have a better idea of what this is. In order to make sure too many people aren’t working the same shift at once, businesses often have a rota which keeps track of who goes where and at what time.

You could create a database with a simple GUI which considers new employees and their shifts and orders them accordingly. This ensures shifts aren’t clashing or overlapping. You could make this as customisable as you want to where it could apply to any business who have any number of employees working at one time or several related times.

You may need to get into contact with a real business and analyse their current system. That way, you can find anything wrong with it and improve upon it. It also means you have a bit less work to do because you aren’t starting from scratch.

50. Recreate a Classic / Retro Game

This takes away the element of coming up with brand new game logic. Instead, you have the rules laid out for you and you just have to follow them. However, there is a definite danger of copying and pasting premade code as the game already exists. Try to add your own twist to the game.

For example, you could remake Pacman but instead of having the ghosts controlled by AI, you could have them be controlled by other users. Not only is this complex, but it also ensures your code isn’t identical to the original game. There’s a whole library dedicated to retro game making in Python which you can find here .

51. Weather Forecaster

As boring as it sounds, it has the potential to get you into that high grade band. It may require some web-scraping and you might want to build your own site to display this info. You could show the predictions for the weather on this site and you could allow the user to enter their email to be sent alerts or notifications if extreme weather is to occur.

52. GPS App

Here’s your chance to implement all those path-finding algorithms your teacher might have been telling you about (I’m looking at you Dijkstra ). You can implement this in different ways, whether it’s the “Google Maps” approach where the user defines a destination or the “Find My iPhone” approach where the destination is unknown by the user until the app is activated. Maybe they want to put a GPS on their kid’s device or their own device.

53. Meteor Trajectory Simulator

If you like space or physics, this one is for you. You can really go wild with this in terms of the GUI and the back-end code. It will need a lot of complex mathematical formulae in order to function correctly, but it will be worth it when you get that top A-Level grade. That’s why having at least some interest in mathematics will benefit you in this project. You’ll be working with a lot of numbers whether that’s calculating velocity or determining the angle of a meteor.

54. 2D Shooter

This is similar to the platformer except the focus will be on the shooting aspect. You could use AI to control the enemies and maybe include different levels of guns that do different damage. You could even do a boss battle. Refer to NEA idea two to find a pygame tutorial which should give you a good base on making the game.

55. Street Fighter Remake

If you’ve ever played or heard of street fighter, you know what you need to know. However, for the three people at the back who have never heard of it, it’s a 2D fighter game. You can customise this however you want and include power ups, boss fights etc. You may need to look at the code of several other similar games to combine them and make your own.

56. Finding the Shortest Route on the London Underground

This project will allow you to use the path finding algorithms and maybe a website. You can calculate the shortest distance between two stations and calculate the time taken to get there. You will probably need to do some research on JavaScript in order to get the backend of your website working. I’ll link a website tutorial here to get you started.

57. Workshop / Club Booking Timetable

Similar to the rota system, this project will ensure that two people are not booked at the same time on the same day. This will require a knowledge on relational databases, namely SQL which, at this point in your A Level, you should know a bit about. If not, there’s a quick project you can do to get yourself familiar with queries, primary keys, foreign keys etc.

58. Visualising the Spread of a Disease

You could web-scrape here and show on a map of the world and the associated deaths from a certain disease. In other words, you could for example show hot spots for the disease in reds or oranges and leave the others as white. Web scraping is a relatively easy thing to learn and can be extremely powerful, even outside of your A-Level. Here’s a quick tutorial to get you started. The complexity will come from how you present the data you’ve scraped.

59. Plane Seat Booking System

This will be like the workshop booking system in that you need databases to store the customer’s information. You would ensure that one seat is not offered to two people at once. You could even keep track of the details of loyal customers and offer them first class tickets or other deals.

60. Stock Management System

This would be a database which stores the amount of stock a business has. You could produce sales reports for the most popular items or see which items are low in stock. There are many combinations of ways you could output this information (e.g. a report, website, email). Just ensure it is more complex than placing the output in the terminal.

61. Traffic Light Controller

This project entails coding an AI to ensure that cars don’t collide. You could possibly set it up where, if there’s an ambulance, you give it all green lights. You might even want to use image recognition based on a satellite image of a city and gather the locations of the traffic lights on that image. That would really push your grade up as, instead of using a built in library, you can “teach” your AI what traffic lights look like. Find a video tutorial on machine learning in Python here .

62. Coupon Collector

If you’ve ever heard of “Honey”, you’ll know the gist of this project. You will have to scrape the internet for coupons for a certain website specified by the user. The code could automatically test these coupons and output the cheapest one. See number 17 for a website scraping tutorial.

63. Facial Recognition Software

This project seems complex but that’s a good thing if you want the highest grade. This has a variety of purposes as many of you are likely familiar with the face recognition on many phones. Read this article o n how the basics of how to do it in Python and find out more.

Make sure you aren’t just relying on built in libraries to handle the complex algorithms because all those marks will disappear. You have to write the code yourself and typing “import facialRecognition” doesn’t count, as sad as that is.

64. Chess Over Two Computers

Here you can include networking and client-server communication (both of which are references in the A-Level Computer Science specification). There is a possibility to include AI which detects automatically if there is a check or checkmate. This would require you to keep track of the ending positions of each piece and know what constitutes as a check for example. Most turn-based games rely on a sort of algorithm which you can find out more about here .

65. Sudoku Solver

This requires intense programming and AI but will totally be worth it by the end. You could give the user the opportunity to try and solve it themselves at first then, afterwards, give them the answer. You could also set a time limit, you could have a scoreboard, there’s lots of things you could do with it. Also, you may want to have the unsolved puzzle be randomly generated which adds a whole new layer of complexity. Computerphile has a great video on this exact subject in Python.

66. Social Media Specifically for Students in the Same College or University

A social media idea has already been suggested but you may want to make one specifically for your college. The students could input their timetables and the code could suggest other students with the same timetable. That way, they can meet during their mutual break time. You could also include group chats for specific subjects at your college.

67. Fantasy Football Team

Web scraping is going to be a major concept in this project unless you want to hard code in every footballer on every team. You could set up a network where fantasy teams can “play” against each other and winners get more points. The user can customise their own team and earn points. You can then display it in a website or another GUI like TKinter.

68. Planet Orbit Simulator

This one goes out to the physics and maths students again. Allow the user to change the size, direction and colour (why not?) of planets and calculate the trajectory of their new orbit. This would entail many mathematical calculations so, if you like this sort of thing, this is for you. It also gives you the chance to use and render 3D graphics in order to visualise the planets for the user.

Take a look at the game Kerbal Space Program for an advanced implementation of this idea!

69. Pathfinding Comparer

Here, you would test and visualise the efficiency of certain pathfinders in different situations. For example, the user could place certain obstacles between two points and then employ the Dijkstra and A star path finders. You can find what I mean in a tutorial here . There are many, many, many pathfinders you can compare so you can really pick whichever ones you would like. I won’t list them all here, but you can find a some of them through this link .

70. Finding Shortest Path on a College / University Campus

With this project, you would need to create a graph with each node corresponding to the buildings or departments on the map. This would make more sense if you choose a college or university that has a big campus that spans over a large geographical area. It may end up being very useful for those students who have 5 minutes to speed walk all the way across their campus. The heuristic or weight of each edge could be determined by many things (e.g. whether you have to cross a road, if you have to go through a certain building with stairs etc).

71. Solitaire

This popular card game might be simple to code but to add that layer of complexity, you can include the option for an AI to complete the game for the user. It needs to be able to recognise if the game is completable though.

72. Password Manager

Think “LastPass” or “DashLane”. You securely store and encrypt your user’s passwords and, if you wanted to, you could include a password suggestion element where the application offers a potential strong password to the user. This takes away the need for the user to memorise their passwords and think of a way to make it stronger. You can find an example here and extra info here .

73. Simple Board Game

You might want to come up with your own board game or copy another anywhere from Scrabble to Monopoly. This will take a lot of time and consideration into how you would like it to work. You may want to set up a tutorial or make it multiplayer against other humans (this might be your chance to include AI)

74. Cash register

A cash register would be great as you can base it off pre-existing cash registers in terms of the functionality. It offers a web version of a cash register that would be used by small businesses. This means you could contact small businesses in your area and cater to their needs. It may track sales, inventory and checkout credit cards. The options for what you want the cash register to do are completely up to you and your client’s needs.

This kind of goes under the retro games column however, there is the potential for AI to be implemented. You could program the AI to play the most efficient move and get the most points. The best way to go about this is to code the game by itself first the add the AI afterwards. You can even apply a competitive element by having a score system via relational database or multiplayer functionality.

76. Pacman Recreation

You can use AI to control the ghosts and, to really push yourself, you can add difficulty levels to these ghosts. Maybe the longer/more a user plays, the harder the ghosts get. You can increase their difficulty by making them faster or making them “smarter”. This would require path-finders to find the shortest path from the ghost to the player.

The Importance of Mark Schemes and Specifications

The mark schemes and specifications for A-Level Computer Science will be your best friends throughout your whole coursework experience. Though they can sometimes be vague, you should be working closely with them to ensure your project hits all the points you need so you can collect those marks. Good luck!

• AQA Computer Science Mark Scheme
• OCR Computer Science Mark Scheme

nice project

the exemplar is motion control and thats bares hard

bruh what do i put as stakeholders for the rubiks ai

Your idea is brilliant and many puzzle solvers are going to really benefit from your programme, and for that reason, I’m out.

Hi i was just wondering how i could make the (“visualizing the spread of a disease”) program to show a large amount of skill as I worry that there wont be enough coding involved to showcase a lot of skill.