Machine learning tutorial for beginners jobs

...provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as SpecAugment or Audiomentations. 7. Ability to work with datasets and experience with data preprocessing libraries like Librosa or SciPy. 8. Experience with model optimization techniques for deployment, such as...

I need an experienced PowerPoint designer to create an educational presentation aimed at students. The presentation will consist of 10-20 slides. the presentation will be about an application Ideal ...educational presentation aimed at students. The presentation will consist of 10-20 slides. the presentation will be about an application Ideal Skills and Experience: - Proven experience in designing educational PowerPoint presentations. - Strong understanding of effective presentation techniques for engaging student audiences. - Ability to distill complex concepts into clear and visually appealing slides. - Experience with incorporating multimedia elements (e.g. images, videos) to enhance learning experience. Please provide samples of your previous work related to education...

I have built an Android app in Android Studio (Iguana) but I cannot figure out how to upload it to the Google Play store. Hence, I am seeking a qualified freelancer to provide a 1-hour virtual tutorial explaining the app submission process. I want to be on VTC and share my screen while someone guides me through the process. This tutorial should primarily focus on: - The process of submitting an app to the store. - Understanding the app store's guidelines. - Tips on app signing and security. Upon successful completion of the class, an opportunity to build additional apps may arise. Remember, the ideal freelancer should have verifiable experience in Android app development, app store submissions and previous training/tutoring experience may be an advantage. One addition...

When I open the PDF, it doesn't show me the data on the second page. By changing the code (I provide pictures), it shows the data, but the graphics are bad. The project is small and simple. An opportunity for beginners. I pay max $5 and give a good review. Ideal opportunity for new freelancers.

Answer the attached question correctly, and briefly explain. using principles of subnetting. I'm looking for an expert in networking who can provide correct answer and clear and concise explanation of the attached question. Answer the attached questions, the provide table of the subnets Accepted file format Excel or Word

I'm seeking a creative mind to develop an engaging and interactive cookbook targeted towards children aged...the cookbook. - Colouring Pages: To add a creative outlet, include colouring-in pages throughout the book. These can be related to the recipes or have a broader food theme. Ideal Freelancer Skills: I am looking for someone with experience in children's publishing or content creation, ideally with a background in education or early learning. They should be skilled in interactive design and have the ability to produce visually appealing and kid-friendly content. Familiarity with food or cooking would be an added advantage. The ability to infuse learning with fun is essential for this project to thrive. Logo is attached. This is lids to sell s...

I'm currently studying at an advanced level in quantum physics and am looking for an experienced tutor who can guide me through unchartered territories. The specific topics I need to cover are not defined yet, hence flexibility and depth of knowledge will be key. Ideal candidate: - Degree in Physics or related field - Extensive experience in advanced quantum physics - Expertise in various quantum physics topics - Proven record of effective tutoring Please note, the deadline for this project is flexible as I'm focusing on comprehensive understanding rather than fast-paced learning. Your availability and commitment to the project will be important. Let's help me dive deeper into the world of quantum physics.

As a Windows user, I'm looking for someone who can set up an OpenSSH server on my personal computer. This setup should allow connections to IP socks without requiring any authentication. Key Tasks: - Installation and configuration of OpenSSH on my Windows machine. - Ensuring the server is properly set up to connect to IP socks that don't need authentication. Skills and Experience: - Proficient in Windows systems and administration. - Experienced with setting up OpenSSH servers. - Good understanding of networking and IP socks. - Ability to ensure the server is easy to use for beginners. Please ensure that you're able to balance the need for security with the priority of making this setup beginner-friendly.

I'm looking for an Azure expert who can provide me with comprehensive documentation on how to connect my dbForge client to an Azure MySQL App Services Database. Key Requirements: - **Azure Proficiency**: The ideal candidate should be highly experienced with Azure, especially in working with Azure MySQL App Services Database. - **dbForge Expertise**: Familiarity with dbForge would be an added advantage. Your main goal should be to create a step-by-step, comprehensive guide that will help me effectively use dbForge with Azure, particularly for database management purposes. I'm not looking for a one-time setup, but rather a detailed documentation that will serve as a reference for future tasks.

I'm seeking a professional editor or proofreader for my personal non-fiction book. The primary focus of this book is IT learning for beginners. It's a word document with 6234 words on 29 pages. Key Responsibilities: - Ensure the manuscript's clarity is maintained for a layman. - Fix any grammar issues that may arise. - Ensure the consistency in the writing style. Essential Skills and Experience: - Proven experience in editing and proofreading non-fiction books. - Strong understanding of IT principles, particularly those suitable for beginners. - Excellent grammar and language skills. - A keen eye for detail and consistency. Please share a brief overview of your experience in this area when bidding.

Description: I am looking for a skilled Matlab developer with expertise in machine learning and signal processing to build a cryptocurrency trading signal application. The core of this project will be to implement an LSTM (Long Short-Term Memory) neural network that utilizes techniques like Fourier transform among other signal processing methods to generate buy and sell signals based on historical cryptocurrency data. Key Project Requirements: - Data Handling: The application should be able to import and use cryptocurrency data from this Kaggle dataset: Binance Full History. - Signal Processing: Integrate Fourier transform and other signal processing techniques to analyze the data. - Model Implementation: Develop and train the LSTM neural network model to predict po...

*** Please Read Before Messaging *** At this time I am just looking for quotes, if you are serious about this project please send me a direct message with a FULL quote. I will be making a more clear guideline to the app layout later on but for now here is the summary of what I am looking for: I want to build a completely virtual, 3D claw machine game. I will need a specific prize algorithm coded into the game so that the prizes don't spit out at random and we are able to control profit flow. The game will come with 10 free tokens for daily play, but will push sales of additional tokens to win prizes. The boxes in the claw machine will just be color coded boxes that align with the colors on the prize page. This game will need an admin ...

I need a skillful and creative freelancer to create a pitch deck primarily purposed to present our business model and ideas to stakeholders. The focus should be on the following: - Concisely and convincingly communicate our unique business model - Highlight our direction as a learning platform The ideal freelancer for this job will have proven experience in designing professional pitch decks and a deep understanding of learning platforms. Knowledgeable in communicating business models clearly and effectively is a must.

...Simplify these complex concepts for me. - Use practical teaching methods where I can apply what I learn. The perfect candidate: - Is experienced with teaching sine, cosine, and tangent transformations. - Is comfortable delivering lessons practically rather than visually or audibly. - Can use simple, clear language to explain concepts. Your objective will be to help me understand these transformations intuitively by translating theory into practical applications. I am interested in learning transformation of graphs of the sine, cosine and tangent functions. You may start from the graph of y = sin(x), then move on step by step until reaching y = a sin(b(x - c)) + d; where a, b, c and d are real numbers. Also, provide the same progressive explanation for cosine...

I need to develop a digital twin of a crane cabin for e-learning purposes, primarily for improving safety in crane operations in UNITY. This project ideally would be completed within a month. Your role will involve: - Creating an insightful, interactive, and realistic simulation of a crane cabin - All parts of the cabin shall be infividual 3D objects, as i need them for visual effects The ideal freelancer should: - Be an experienced 3D artist - Be able to deliver the project within a month or less.

I need a proficient software developer to create a Windows software that can scan COM port on a local machine, read and analyse various data formats including CSV, JSON, and XML. This software should have key features such as: 1. Data Reading & Analysis - Extract data from COM port in CSV, JSON, and XML formats. 2. Custom Filtering - Provide an option to select specific data to be posted to RSS feed. Two main custom filtering options should be considered: - Filtering by data type - Filtering by keyword Ideally, the freelancer should have strong skills and experience in software development for Windows, with a keen understanding of data formats and RSS feeds. Deep knowledge of COM port operations will be a significant plus.

I'm in search of a professional who can provide online training sessions for me, specifically focusing on GEN AI. The training should be interactive and hands-on, starting from the basics and eventually leading to a project-based implementation. Key responsibilities include: - Delivering an in-depth introduction to GEN AI concepts. - Providing practical, real-world examples of how GEN AI can be applied in projects. - Offering an interactive and hands-on learning experience, rather than passive teaching methods. In your application, please focus on showcasing your experience in this particular field. Ideally, this should be backed up with examples of past projects or training that you have successfully delivered on GEN AI. The ideal candidate should have: - Proven exp...

I'm looking for an experienced cloud engineer who specializes in migrating Windows Server images to AWS. Key Requirements: - Proven experience with Windows Server migration to AWS - Ability to handle a Windows Server image of less than 100GB - Proficient in setting up auto-scaling and managing database services post-migration. - ASPnet old version is running in windows server 8. Need to migrate everything in other machine in cloud. Applicants should be able to provide references of similar projects. This project demands a highly skilled individual who can efficiently manage every step of the migration process and post-migration services.

Business opportunity work in America's Top MNC company. Wørk fröm hôme ópportunity is there, all benefits will be given and all incentives. No higher education is required even there is no need of any investment proper learning and training. From my supportive team !! Fresher can also apply

I'm seeking a skilled Pine Script developer to automate my complex trading strategy on TradingView. - Trading platform: You should be proficient in working with TradingView. - Strategy complexity: My strategy is advanced, involving complex calculations, multiple conditions, and potentially machine learning. - Full automation: The main task is to create a fully automated script that can execute trades on my behalf based on the pre-defined strategy rules. Ideal skills and experience: - Proficiency in Pine Script and a good understanding of TradingView's functionalities - Experience in developing advanced trading strategies and algorithms - Solid knowledge of automation, including setting up triggers, alerts, and real-time trade execution - Adept at debugging and re...

My very private client has two youtube channels one education youtube channel another gaming youtube channel I want to prepare both youtube channels for for the person who is very expert in this subject and can complete the work in a short period of time, there is a bonus and opportunity to work on the next project from my client.,You are welcome even if you are a fresher we will check your eligibility and appoint you to the project through a conversation with you l YouTube Channel url: Educational : Gaming:

I'm looking for an experienced video editor who excels in delivering a story led, documentary esque project for two-three YouTube video that exceed 10 minutes in length. The specifics: I visited Africa in January and I’m looking to hire someone to compile my footage into two to three videos - or however many stories you think are there. One is about the trip as a whole focused on a project I went to research and promote, and the other is a video about craft (specifically around natural materials and resources). If you like woodworking and craft and music, you might find it particularly fun. I’m building a guitar made of wood I went to salvage from the African bush and then selling it to raise money for the local conservancy effort. This YouTube vi...

I'm looking for an experienced website developer to create a comprehensive e-learning platform. The website should have: - Video Lectures - Interactive Quizzes - Online Course Materials - User Registration and Login - Course Progress Tracking - Discussion Forums You should have: - A strong understanding of e-learning platforms - Experience in developing interactive websites - Proficiency in user registration systems and progress tracking - Ability to integrate discussion forums

Need a multi user login where multiple users can connect to my server and access the server using apache gaucomole. It has to be scripted (csh) based as I need to execute on local machine once it is working.

I am seeking a Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification using Python, then thi...

I'm looking for a skilled professional who can help me retrieve information from various sources. The ideal freelancer should be well-versed in web scraping, especially from websites, social media platforms such as LinkedIn, publications, and news sites. This will help in gathering relevant data for building a recommendation system. Key requirements include: - Proficiency in data scraping from multiple sources - Ability to effectively scrape data from websites, social media platforms like LinkedIn, and news sites - Experience with handling and storing data in a database - Understanding of how to structure and manage data for machine learning purposes Your task will be to gather the data and store it in a database for further analysi...

I have comfy UI workflow that I need to find a way to host and access through an API this is a pretty good tutorial to a point but they are selling their inference service which i don't want to use basically the ui will generate this long config file which you need to post to and endpoint so I guess what we need to do is create a container adnt hen figure out go the data is returned and create some kind of logic for handling the images that are returned Please write 'comfyUI' on the first line of your proposal so I can check they also have a WebSockets example but I would rather not use that for this application

As a graphic designer, vide...editor, I require your expertise in producing a variety of videos for my social media platforms. The project entails: - Crafting engaging promotional videos, tutorial videos, and animated videos. - Ensuring the videos are between 1-3 minutes in length. - Tailoring the content for Instagram and YouTube specifically. The ideal candidate for this project should have a creative flair for video production, a solid understanding of social media dynamics, and proficiency in graphic design and video editing tools. It's crucial that you have prior experience in creating content for Instagram and YouTube and can adapt your style to suit the platform's requirements. A portfolio showcasing your past work and examples o...

...specifically focused on creating a backup solution and redundancy for an existing network, rather than setting up a new network from scratch or upgrading hardware. Key requirements: - Copying all configurations and settings: I'm looking to ensure that all current settings, configurations, and rules on the existing firewall are replicated accurately on the new machine. This includes not only firewall rules but also VPN configurations, interface settings, and all other relevant setup. - Manual synchronization: I prefer to manage the synchronization manually in order to have better control over the process and to observe real-time changes as they occur. This means that the freelancer will need to assist me in developing a reliable procedure for manual synchroniz...

I'm seeking a skilled graphic designer who can refine and enhance the currently blurry and ...seeking a skilled graphic designer who can refine and enhance the currently blurry and fuzzy design on my vending machine wrap. A good fit for the project would have experience: - Working with complex images and backgrounds - Transforming low-res designs into sharper, clearer artwork Your task will be: - Enhance all images, making them clearer and sharper - Focus on the overall clarity of the wrap design A keen eye for details and proficiency in graphic design software is a must. This is a rush job. I need the job completed in 3 days from the awarding of the project. I have supplied the design in the correct sizes Front 1287 x 1940 mm Sides 889 x 1849 mm Let me kn...

Here's a paraphrase of the summaries for the tasks: **Extracting data from images (Task 1a):** * You'll need to add a new function to existing code that can grab specific values from images stored on Google Earth Engine (GEE). * These values, representing features of the land, will be used to train a machine learning model later. **Creating a new feature (Task 1b):** * You'll write some new code to define a new feature based on existing data (called NDVI). * This involves creating a new class that inherits from existing ones to handle this specific feature extraction. **Training machine learning models (Task 2a):** * Using all the features you extracted in Task 1, you'll train different machine learning models fo...

I'm seeking a deep learning expert to develop an AI model for accurate bone fracture detection from X-ray images. Additionally, you'll be responsible for creating a user-friendly UI using HTML/CSS/JS. The model should run in the backend to facilitate real-time analysis. Key Project Requirements: - **AI Model Development**: An accurate bone fracture detection model should be developed using Python and TensorFlow. The primary goal of the model is to ensure precision in diagnosing fractures from X-ray images. You can use any datasets available online for free. Model should be able to predict the fracture, body part, highlight the fracture part, - **User Interface**: The UI should be designed to offer an intermediate level of interactivity. This includ...

Full Stack Developer for Education Website We're a rapidly growing tutoring platform on a mission to personalize learning for students worldwide. We need your expertise to build an interactive and user-friendly website that caters to both tutors and students. Think: usability first, with a focus on creating an engaging learning experience. Here's what you'll be building: - A dynamic and user-friendly website. - Sign-up/sign-in pages for tutors and students. - Different user experiences based on user type (tutor vs student). - Integrating website with Google Meet and Google Forms. Ideal Freelancer - Experienced in building business websites with React.js and Node.js (or similar frameworks). - An expert in crafting user-centric and inter...

We're a rapidly growing tutoring platform on a mission to personalize learning for students worldwide. We need your expertise to build an interactive and user-friendly website that caters to both tutors and students. Think: usability first, with a focus on creating an engaging learning experience. Here's what you'll be building: - A dynamic and user-friendly website - Sign-up/sign-in pages for tutors and students - Different user experiences based on user type (tutor vs student) - Integrating website with Google Meet and Google Forms Ideal Freelancer: - Experienced in building business websites with React.js and Node.js (or similar frameworks) - An expert in crafting user-centric and interactive web interfaces It is important that the designer...

...throwing errors when compiling on local machine using the code from Bitbucket (master branch). Contractors anticipated tasks: 1. Identify the cause of the compilation errors on local machine, 2. Fix the errors so that code compiles on local environment without errors and displays the website as in production. Deliverables: 1. Demo showing the compilation and execution of project on development environment from contractors end via screen share. 2. Document with step-by-step guide of how to fix the errors and compile code on local machine without errors. (This does not include connection to the database) Timeframe and payment structure: - For completion within 1 week (working days) from agreement on milestones AUD 600 (excluding freelancer.com deductions)...

I'm seeking a skilled biomedical engineer to assist with configuring a Yuwell YH-730 BiPAP machine specifically for a clinical setting. Key Requirements include: - Configuration Support: The primary task is to help configure the BiPAP machine according to the specific settings recommended by our doctors. Key to this role is: - Understanding Medical Guidelines: While the doctor's recommendations are key, a good understanding of the general medical guidelines for BiPAP machine configuration is also vital to ensure the setup is safe and effective. Additional Considerations: - Integration with Other Respiratory Devices: The setup will involve integrating the BiPAP machine with other respiratory therapy devices. Ideal candidates would ha...

I'm needing a talented individual to develop an engaging two-hour-long E-learning course focused on industry-specific knowledge. This course should be dedicated to Health and Safety, making it both informative and practical for users. Course Content: - Learning about various Workplace Hazards - Understanding and implementing Emergency Procedures - Developing and maintaining Safe Working Practices Ideal Skills and Experience: - Experience in E-learning development - Strong understanding of health and safety - Ability to make complex topics easily understandable - Proven track record in developing engaging online training programs

I am looking for a proficient Python developer who has experience with Hugging Face and Gradio to create a small text classification application. This project involves the following key aspects: - **Functionality:** The primary objective of the application is to perform text classification. This means that it should be able to analyze given text and assign it to a specific category or label. - **Deployment:** The application should be deployed as a web application. Key Skills and Experience: - NLP, Machine Learning - Proficiency in Python. - Experience with Hugging Face - Gradio. - Prior experience in developing text classification applications. - Familiarity with web application deployment processes. Please note, the application does not need to support multiple la...

I'm seeking a data aggregator for a unique AI training project. Key Tasks: - Gathering text content from official website/source of the particular product/entity. - Focusing specifically on product descriptions, specifications, price and other attributes. Ideal Skills: - Basic searching skills - Able to follow given format of data collection - MS Excel or Google Sheets This project requires precision, and the information gathered will contribute to an AI's learning process. Accuracy in aggregation is, therefore, key.

I'm in need of an expert who can create compelling, engaging videos using Sora OpenAI. The videos will primarily be explainer, product demonstration, and tutorial videos. They should be less than 1 minute in length and require an English voice-over. Key Requirements: - Proficient in using Sora OpenAI to create engaging and high-quality videos - Experience in creating explainer, product demonstration, and tutorial videos - Skilled in creating videos with less than 1-minute duration - Ability to provide professional English voice-over - Strong understanding of video editing and production techniques The ideal freelancer for this project will have prior experience with Sora OpenAI and a portfolio showcasing similar video creation work. They should also be able to d...

...concept. Here's a brief overview of what I am aiming for: - The app is to be developed for both iOS and Android platforms, ensuring maximum reach and usability for golf enthusiasts. - I am looking for a payment gateway feature to be integrated, which will be used for the registration fee collection. However, I am open to discussing the available options with the developer before finalizing. - Golfers with active golf link numbers will be the primary target audience for this app. They will register through the app and pay a fee to participate in the 'hole-in-one' competition. - Winners of the competition will be entitled to a percentage of the prize pool, and a portion will also go to me as the organizer. - I also think having a ...

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in the market for a skilled software engineer with experience in Python, who can also handle machine learning tasks. Your primary focus will be on predictive analytics. Key Responsibilities: - Proficiency in Python is a must. - Strong understanding and experience in the machine learning field. - Ability to design and implement predictive models. Ideal Skills: - Proven experience in Python development. - Understanding of machine learning concepts and techniques. - Experience in creating predictive models. Please provide your portfolio or relevant experience in the field when submitting your bid.

...Museums, Aquariums, and Zoos, in the United States. We are seeking assistance in collecting reported visit counts for the year 2019 from 500 museums, 100 zoos, and 100 aquariums across the United States. We will send you an excel spreadsheet with the name and state of each location we would like visits counts for. Note that these ~700 locations have been pre-selected. Task: - Search the internet for reported visits to each location in 2019 - If you can find the number of visits, please enter that number in the "visits" column AND paste the link to the website / source from which you obtained that number in the "link" column - If you cannot find an official reported figure for 2019 after some amount of time (probably no more than 5 ...

I'm in need of an AI/ML expert with a strong background in reinforcement learning algorithms and federated learning frameworks. Here’s what I’m looking for: Skills & Experience - Solid knowledge and experience with reinforcement learning algorithms and federated learning frameworks. This is a non-negotiable. Objective - The primary aim of this project hasn't been decided yet. But your suggestions and professional advice will be very much appreciated, and potentially, highly impactful to the project's direction. Target Platform - No specific platform has been decided for deploying this project yet. However, your insights will be valuable in making this determination. Feel free to bid if you have the necessary ski...

As an eager recruiter of beginner and junior developers, I'm offering a chance to hone your skills and add real-world experience to your portfolio. Key Deliverables: * Full-Stack Development * Frontend and Backend Developments * Mobile Development * Artificial Intelligence (AI) * Machine Learning (ML) Expected Skills: * Proficiency in Python, JavaScript, C++ * Versatility in tackling diverse IT tasks Experience: * Entry level/ Junior but with a strong grasp of the mentioned programming languages and IT sectors This opportunity is particularly aimed at those looking to secure jobs swiftly. While the primary focus of the project has been left open, it'll be a mix of various IT tasks. A challenge-loving mindset is a must-have.

...well-versed with OpenAI's API, to add an AI virtual assistant to my Learning Management System (LMS). Features the AI Should Have: - Natural Language Processing to understand the queries of our users. - Speech Recognition to interact with student's vocal commands. - Text-to-Speech to read lesson to student and for conversion of audible answers. Integration Requirement: - The AI assistant should be seamlessly integrated with the PDF viewer in the LMS. - Data synchronization between the LMS and the AI virtual assistant needs to be maintained. Interaction With Students: - Assistant should offer a chatbot interface for text-based conversations. - Should accept and respond to voice commands. - Provide clickable options for simplified user journey. ...

...text overlays and graphics into my tutorial videos. Each video is less than 10 minutes long and the editing requirements are pretty straightforward. Key tasks include: - Adding informative and minimalistic text overlays to enhance comprehension - Incorporating relevant, simple graphics to boost viewer engagement Ideal candidates should have: - Proven experience in video editing, specifically with adding text overlays and graphics - A knack for a minimalistic and informative style - Strong attention to detail, ensuring each text overlay and graphic perfectly aligns with the video content - Exceptional proficiency in video editing software. Please provide samples of your past work, particularly any projects involving the creation of short tutorial videos with...

I'm looking for a dependable Virtual Assistant with intermediate experience. You'll be tackling a variety of tasks, primarily: - Email management: Sorting, forwarding, and replying to emails on my behalf. - Calendar management: Scheduling, rescheduling, reminders, and confirming appointments. - Data entry: Input and update information into our databases accurately. Basic requirements for this role include: - Fluent in English: I need someone who can communicate clearly and effectively in English. It is important that my assistant understands tasks and can relay information properly. This role may require multitasking and fast-paced work, but I'm willing to work with someone who is keen on learning and improving. Having experience with these tasks wi...

...with a game developer who needs to convert it into a video game for Android platforms and implement its mechanics. The user must have the ability to interact with the mill at a basic level, for example: open the main door, open and close windows (optional), press levers, and rotate the mill machinery. All of the model elements of the machinary are already integrated and ready to be interacted with. Some - interactions are optional because they depend on the complexity of their own mechanics. Just watch this video explanation (in english) of the mill: The game should: - Be engaging and entertaining to play for pupils aged 6-11. - Make learning about windmill mechanics fun, interactive and relatable for young minds. Ideal Skills and Experience: - ...