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I'm seeking a Java expert to assist me in resolving runtime exceptions in a JavaFX program I'm trying to run on my Windows system. Key Tasks: - Identify the root cause of the runtime exceptions. - Provide a fix to the runtime exceptions so the program runs smoothly. Ideal Skills: - Proficient in Java programming. - Strong understanding of JavaFX. - Experience with debugging and resolving runtime errors in Java programs. - Knowledge of Windows operating system. I will provide all necessary code and error logs for your reference. Looking forward to your expertise in fixing this!

As I venture into a data science project, I'm seeking an experienced Stata user who has a strong understanding of databasing and spreadsheets. No specific task was defined, hence your role could range from data cleaning and preprocessing, data analysis and visualization to bu...and visualization to building machine learning models. Deep knowledge in handling structured data and working with databases and spreadsheets is essential in this project. Ideal Skills and Experience: - Strong Stata programming and data handling skills - Experience in data preprocessing and cleaning - Familiarity with data analysis and visualization techniques - Knowledge in machine learning model development is a plus - Previous experience working with structured data sets and databases would be hig...

Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...

Confirmis ([login to view URL]) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its v...

I am in need of a skilled developer to create a program that can provide a detailed view of any operating system's file system, namely Windows, MacOS, and Linux. Key Responsibilities: - Develop a fully functional program that can swiftly scan and exhibit the file system of the given OS's. - The program should be designed to work on each of the mentioned operating systems. While the choice of programming language is flexible, keep in mind the cross-platform compatibility. - The application should be user-friendly, so I am looking for a Graphical User Interface (GUI) based design. - Complete documentation is essential. This includes comprehensive instructions for setting up the environment, installation details, and explaining the purpose and functionality o...

...consumption: The bot should be able to intelligently consume potions whenever required • Mob detection and avoidance: Bots must have the ability to detect and evade mobs automatically • Chat filter: It should be able to interact with other users by filtering out specific keywords or phrases There is versatility in the choice of code we are willing to accommodate for this initiative. Whether Python, Java, or C#, the primary focus should be on efficiency and effectiveness. Prior experience with bot creation for games and an understanding of Ragnarok private servers is highly desirable. If you have such skills and believe this sounds like a fit, kindly submit a proposal outlining your previous work and ability to commit to this project. Let's get this adventure sta...

I'm in need of a skilled architect or draftsperson who can convert my 3D model into detailed construction documents. Key Requirements: - **Building Permit Application**: The primary goal of these documents is to secure a building permit for the proposed structure. - **Intermediate Level of Detail**: You'll need to include sections and detailed floor plans to ensure the project can be properly reviewed and approved. - **3D Model to 2D Docs Conversion**: I also require 3D models, not for structural analysis but for visualization purposes. It's crucial that the plans are not just functional, but aesthetic and realistically represent the finished product. Ideal Skills & Experience: - **Architectural Drafting Experience**: Strong experience in creating de...

I'm in need of a Java developer to create a student project using Java and MySQL. The main features of this project will revolve around 'Student Enrollment and Management.' Key Project Components: - **Student Enrollment and Management:** The core of this project, where students will be able to register and their details can be efficiently managed. User Interface Design: - **Simple and Intuitive UI:** The user interface should be seamlessly easy to navigate, aiming for user-friendly experience. Frameworks and Libraries: - **JavaFX for the Desktop Interface:** The project is expected to utilize JavaFX for the desktop interface. Ideal skills and experience for the job: - Proficient in Java (especially JavaFX) - Solid knowledge of MySQL - Experience i...

JOB DESCRIPTION When you apply, please make sure your heading reads as follows: “I actually read the instructions” WHO WE ARE We are focused on partnering with real estate teams or companies that are well respected in the communities they serve, and have a business model that can convert leads so this is a valuable partnership for all. WHAT WE'RE LOOKING FOR We need an experienced Front-end Developer with a strong background in front-end technologies such as HTML and CSS to help us develop pages for our website. THE IDEAL CANDIDATE - Strong CSS & HTML Proficiency: We're looking for someone with a deep understanding of CSS and HTML who can create visually appealing and responsive web pages with clean, efficient code. - Experience with Figma...

We are seeking an experienced Java Spring Boot developer to join our project team. Our project entails the development of a web application with Java Spring Boot for the backend and React for the frontend.

Good I am making a script for a client in python, where I am building a program where the program will generate me 100 weekly emails at most, these emails must have a phone number associated with each of them a number, ie emails have to be valid, the customer wants to receive and send mails, I am looking for creation of server to receive and send mails with emails created by the python app. emails are created randomly and just like passwords with a custom domain. I speak a little English so if you know Spanish we would understand each other better.

Need to recreate that same to same 3D render of hand with scissor and also want to put the shovel infront of this shovel needs to be this shape and the shovel needs to be behind the shears not in front of them

...role in promoting my product "Gleara", dedicated to young adults. Key Components: - Call to action: Inspire viewers to purchase our product or visit our website. - Special offers: Highlight any current promotions, sales or discounts on Gleara. The end goal of these videos are as follows: 30-second videos (5 Videos) Product Name: Gleara Product website: Your own model, camera, scripts (approved by me) , post and pre-production, editing Imagine a series of 30-second videos that pack a punch of humor, boldness, and shareability. Each video will be a standalone gem designed to tickle the funny bone and leave viewers craving for more. With unique concepts, witty scripts, and impeccable direction, our goal is to make these videos go viral and create a buzz in the

I'm interested in hosting a contest for a logo design. Here's what I'm after: - A simple, clear, easy to read design. Normal styles preferred: no frills, no abstraction, no complex patterns. - Principles of minimalism can be applied, but the focus should be clear legibility. Designers with a penchant for understandable and simple logos would be the best fit. Please showcase your previous work when bidding. Your creativity and understanding of my requirements will be the key deciding factor for the winner. Looking forward to seeing your amazing designs!

I'm looking for an experienced model with certain physical attributes to participate in a reel shooting in Dubai. I have a specific location in mind, but will provide further details during the selection process. - Required Skills and Experience: • Previous modeling experience • Ability to speak well in Arabic & English Knowing that the shoot will take around 2 hours, time efficiency, and the ability to deliver varied and high-quality poses and expressions under pressure would be a plus.

Bathroom renovation 3D Model

Read this well: i am currently looking for a proficient Autocad designer who can create a 3D model of both the ground and second floor of my property. The design I am seeking should cover: - Medium level detail: I want the design to include some fixtures and pieces of furniture. It's not just about bringing the space to life, but it's also about having a clear idea about how the space will be utilized. - Modern or minimalistic elements: I prefer sleek, clean lines. So, I'd need you to focus on a minimalistic style. However, the overall layout and design should look modern. Ideal freelancer for the job will have: - Solid experience with Autocad 3D modeling. - Sound understanding of modern, minimalist architecture. - A creative and detail-oriented mindset t...

...future journeys using curated recommendations. ### Responsibilities The most important part is "Iteration 1: Minimum Viable Product (MVP)", this will be used to test the market. Other iterations will be worked on as the market develops. 1. **Iteration 1: Minimum Viable Product (MVP)** - **User Authentication:** - Implement user registration and authentication using Django's built-in user model. - Create a simple user profile page. - **Travel Documentation:** - Create models and views for basic travel documentation: a trip with a diary, photos, and route. - Users can add travel companions, total kilometers traveled, accommodation, and attractions visited. - **Sharing Travels:** - Implement travel privacy settings: public, private...

I'm looking for a proficient Python developer who specialises in Machine Learning. The chosen individual will be responsible for the selection and training of models, as well as predictive analysis. The ideal candidate possesses: - Mastery in Python programming. - Extensive understanding of Decision Trees for analysis. - Ability to effectively perform model selection and training. - Proven experience with predictive analysis. Please reference prior similar projects in your application. Serious, dedicated professionals only.

I'm seeking an expert 3D designer who can create a high-detailed close-up of my product. This will require a 2D PNG file alongside the 3D files in DWG, OBJ, and STL formats. Key Details: - Supply PNG, DWG, OBJ, and STL files - Measurements: no specific dimensions are required. - Detail Level: The 3D model should be high-detail, capturing all the intricate features of the product. - Use the 3D model file provided to create a 2D PNG file that looks similar to the attached jpg file Ideal Candidate: - Proficient in 3D modelling software and experienced in creating detailed product designs. - Familiarity with the requested file formats. - Excellent attention to detail to ensure that the final product is visually striking.

...logo for my RC model airplane. The logo I have in mind should mainly revolve around an aviation theme. Key requirements: - The logo should be vibrant and bold in color. I'm looking for a design that can visually capture the essence of aviation. - It will primarily be used on the model airplane itself. I'd also like a larger version for my wall and the side of my trailer. Ideal skills and experience for this project include: - Graphic Design: A proficient designer who can deliver a creative, aviation-themed design with a bold color scheme. - Logo Design: Previous experience in designing logos for aviation or related themes would be a plus. - Printed Media Design: Understanding of how to scale a design to fit the model airplane, wall, and trailer. - Exp...

...up-and-coming data management and software engineering technologies into existing data structures. Develop set processes for data modeling, mining, and production. Employ a variety of languages and tools to marry systems together or try to hunt down opportunities to improve existing systems. Collaborate with data architects, modelers, and IT team members on project goals. Conduct data analysis and model development to support machine learning and predictive analytics. Implement machine learning models into production, including processing, cleansing, and verifying the integrity of data used for analysis. Stay current with industry trends and new technology applications to enhance business and data systems. Qualifications: Bachelor’s or Master’s degree in Computer Sc...

As an entrepreneur with an RCM Business, I am looking for a business plan that can not only present a standard model but attract potential investors. My business plan needs to: 1. Emphasize on * Standard Business Model: Clearly articulate the traditional and consistent business operations that my RCM enterprise adopts. 2. Include Key Components * Income Statement: A detailed income statement highlighting the revenue and expenses over a specific period. * Cash Flow: A cash flow statement displaying how changes in balance sheet accounts and income affect cash. * Balance Sheet: A report that summarizes my firm's financial standing in terms of assets, liabilities, and shareholders' equity. * Revenue Breakdown: Thorough analysis of different stre...

As the owner of a dynamic and rapidly evolving website, I need a WordPress expert proficient in the ModelViewer plugin, ideally wi...primarily involves handling three types of 3D models - architectural designs, product models, and humanoid models. An understanding of these models and previous experience in manipulating them will give you a significant edge for this project. Key interactive features expected include: - Enabling drag and rotate actions on each model - Zooming in and out of the models for a detailed view - The capacity to smoothly switch between different layers of each model Candidates who readily demonstrate previous work with these features will be preferred. Additionally, a critical eye for design and user interface will be beneficial to provide optimal ...

I'm seeking a google sheets expert to design and set up a customized sales and expense tracking system for my start-up smoothie/juice outlet. - The system will primarily track weekly sales - The expense tracking should be moderately detailed, breaking down expenses into categories such as ingredients and utilities. - The ideal sheet will include forecasti...calculations for sales. The freelancer should have: - Proficiency in Google Sheets, particularly in setting up automated calculations and formatting for ease of use and understanding. - Experience in financial modeling and projection, with specific experience in the food/beverage sector being a plus. I'm looking for a system that can be easily maintained and updated as my business grows. The model should be clea...

We need an exceptional developer proficient in React and Laravel/PHP, with a specific focus on AI capabilities and comfortable working with adult content. The ideal candidate must have experience with Stable Diffusion and Large Language Models (LL...management system. You can see our progress @ (NSFW). We also host a discord bot from our cloud GPU running stable diffusion and sadtalker for animating the characters. Key requirements: - Extensive React and Laravel/PHP experience - Demonstrated expertise in AI - Proven proficiency in Stable Diffusion - Experience in creating Chatbots and Animated Avatars - Knowledge in Large Language Model (LLM) This project is an excellent opportunity for those who have a passion for AI and are looking to showcase their cutting-edge skills.

I'm looking for an expert in Python to assist with implementing a GAN model for my small dataset, under 1,000 samples. The project involves three key components: - Data Preparation: You will be responsible for the initial preparation and cleaning of the dataset. This includes handling missing values, outliers, and ensuring the data is in a suitable format for the model. - Model Training: You will need to develop and train the Generative Adversarial Network (GAN) model using Python. The training process should be well-optimized for a small dataset to ensure the best possible results. - Model Evaluation: Following the training process, you will evaluate the GAN model's performance. This involves assessing metrics such as accuracy, precision, a...

I'm in need of an IT specialist with a strong background in software development. The project aim is to develop an Android mobile application. Expected Skills: - Expertise in Android development - Proficient in Java and Kotlin - Strong understanding of Android SDK - Familiarity with RESTful APIs to connect Android applications to back-end services - Understanding of Google’s Android design principles and interface guidelines. Prospective freelancers should have a portfolio of previous experience developing mobile applications, specifically Android-based. The ability to effectively communicate the progress and potential issues is vital. Propose your plan of action to express your understanding of the project.

I am looking for an experienced, senior-level Java backend developer to build a new application from scratch in the healthcare industry. This novel undertaking will require a high level of expertise and the following skills: - Robust knowledge in database management - Proficiency in API development - Skills in business logic analysis - Business Logic Expert Applicants should ideally have a strong background in full-time Java backend development, with previous project experience in healthcare or similar fields. Looking for 2 Profiles Europe Based , Java Backend Senior. In this project front is made in AngularJS (as per other front devs)

...Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of transfer learning techniques The final deliverable of this project should be a func...

I'm seeking a mid-level AngularJS developer based in Europe for a full-time position. Tasks Include: - Developing innovative user interfaces - Refactoring and improving existing codebase - ... You must have between 2 to 5 years of solid experience with AngularJS, and be well-versed in creating intuitive and dynamic interfaces. A developer with a keen eye for clean, efficient code will shi...keen eye for clean, efficient code will shine in this position. It's key that you are open to collaborative work, as teaming up with fellow developers, designers, and product managers will be a significant part of this role. If you're proficient in AngularJS, capable of revolutionizing user interfaces, and thrive in a team environment, then I invite your bid. As per info : Backend...

...Professional Appearance: It should have a neat and professional appearance, perhaps with elements that evoke the field of construction (e.g., subtle architect plan motifs). Functionality: The folder should have organized compartments and pockets to allow easy storage and quick access to documents, plans, business cards, and other essential items. Example of Inspiring Model: As a source of inspiration, we have identified a flap folder model that meets several of our criteria. We particularly appreciate its sleek design, intelligent use of durable materials, and functional details such as compartments for pens and business cards. Areas of Freedom: We grant you some creative freedom to integrate unique and personalized elements that could showcase our client's identi...

I'm in need of a sleek, modern logo for my business. It should be centered around a specific car model that I'll provide the image of. The logo will be used primarily on my website, social media profiles, as well as on my business cards and flyers. Key Requirements: - Sleek Design: The logo should reflect a modern, sleek aesthetic, in line with the style of a luxury automobile. - Incorporating Car Image: The core of the logo will be a specific car model. You'll need to creatively integrate it into the design, while focusing on a minimalistic approach. - Color Scheme: The logo should predominantly feature black and gold. These colors should be used in a way that the logo can be effectively used online as well as in print. Ideal Skills: - Logo Design: A strong ...

I am in need of a skilled PowerBi expert who can assist with a variety of tasks that include: - Data visualization - Dashboard creation - Report generation TASK student must work on a real Business Intelligence Project demonstrating understanding and application of the concepts an...Data visualization - Dashboard creation - Report generation TASK student must work on a real Business Intelligence Project demonstrating understanding and application of the concepts and exercises discussed and developed in class. The project requires students to: Prepare a complete report with at least 4 pages (painting) taking into account each and every one of the following points: 1. Model 2. Visual 3. Format 4. Colors 5. Graphs 6. Navigation 7. Buttons and bookmarks 8. Tooltips 9. Filters a...

...to create a database mechanism for data input and updates to the chart, and reporting functions. Work Tasks: - Redesigning an existing Excel matrix for teaching allocation to make it more user-friendly, flexible, and replicable. - Designing from scratch an associated database template to be used to input data for the Excel matrix - Meeting online with client (us) to review the existing model and understand needs, troubleshoot, etc.. Expected Duration: - Approximately 70 hours of work Key Qualifications - Extensive experience in developing excel worksheets - An aesthetic sensibility for designing complex Excel charts in user-friendly formats. - Expertise in converting client interests into manageable project designs. - Demonstrated success in delivering proj...

...the process of players finding and joining games. - In-game Chat Support: Implement a robust chat system to enhance player interaction. - Buy/Sell Special Items: Enable players to trade special in-game items. - Event Creation: Develop a feature that allows for the creation and management of in-game events. Ideal Skills and Experience: - Proficiency in server-side programming languages like Java, C++ or Python. - Previous experience in developing game servers and a solid understanding of networking protocols. - Familiarity with creating matchmaking systems and implementing chat functionalities. - Ability to design a secure and stable server environment that can handle the demands of a gaming community. It's a 90' or 2000' game, really old fashion. I...

I am looking for blockchain developers who specialize in Solana, with a focus on smart contract development. The goal of this project is to create a Solana-based utility token that can be redeemed on my website. This token will primarily grant limited time access to the control panel of our autonomous rover, used in our agri-tech business. Key Responsibilities and Skills: - Developi...experience in blockchain development - Strong expertise in Solana and smart contract development - Previous experience in utility token development and redemption - Familiarity with implementing QR code scanning for token redemption. - Knowledge of autonomous systems would be advantageous Looking forward to hearing from experienced freelancers who can help realize this integral aspect of our business ...

...Modeling type USER @model @auth(rules: [{allow: public}]) { id: ID! Name: String IMSI: String OPC: String KEY: String IP: String StaticIP: String usergroupID: ID! @index(name: "byUSERGROUP") } type USERGROUP @model @auth(rules: [{allow: public}]) { id: ID! Name: String Profile: String cellularnetworkID: ID! @index(name: "byCellularNetwork") USERS: [USER] @hasMany(indexName: "byUSERGROUP", fields: ["id"]) } enum IntfType { BRIDGE ROUTE } enum IPMGMT { IPPOOL DHCP } type Edge @model @auth(rules: [{allow: public}]) { id: ID! EdgeName: String IP: String IPMGMT: IPMGMT IntfMode: IntfType cellularnetworkID: ID! @index(name: "byCellularNetwork") Radios: [Radio] @hasMany(i...

Implement spring cloud gateway and integrate Azure Ad authentication in gateway, when request reaching to gateway, request should redirect to Microsoft Azure login page, once authenticated successfully then request should route to resource server along with access_token to access the resource endpoint, need to implement this login functionality in spring boot 3 and jdk17

...response (focused on driving conversions) Facebook/Instagram ad campaigns from planning stage to completion - Create and manage media budgets for assigned campaigns - Brief creative teams and develop campaign creative assets - Monitor and optimize all Meta campaigns - Build and implement media plans with analytics to assess the impact of our campaigns on driving business objectives - Create easy to read reports on campaign ROI & revenue analysis and regularly report - Optimization of campaign click-thru rates, conversion rates, and bid management - Campaign performance against target KPI’s. - Profit margin on campaigns Qualifications: - BA or BS degree in Business, Marketing or related field of study - 3+ years’ managing conversion-focused digital advertising ca...

We are in need of a highly skilled and experienced Python Developer who specializes in Large Language Models (LLM) and Retrieval Augmented Generation (RAG) tasks. Key Tasks: -Your main responsibility will be to create a custom AI Chatbot by combining LLM (Large Language Model) with RAG (Retrieval-Augmented Generation) using custom data. General Requirements: - Demonstrable proficiency in Python and understanding of LLM and RAG is a generally necessary. - Familiarity with Chatbot modeling, data analysis, model building, web scraping, data extraction, and task automation will be regarded as additional advantages. This project provides an excellent opportunity for individuals deeply interested in language models and augmented generation. Interested and qualified bidders are...

...requirements include: - Design an engaging and user-friendly website to facilitate online product sales - Implement essential e-commerce features such as shopping cart and payment gateway integration - Incorporate a customer review section to help build trust and credibility with potential buyers - Design and integrate an opt-in form for custom orders, which is an essential feature for our business model Ideal Skills and Experience: - Proficient in big cartel or similar e-commerce platforms - Experience in website design, particularly in the realm of e-commerce - Strong understanding of user experience and web design best practices - Ability to implement and customize e-commerce features like shopping carts and payment gateways - Prior experience with custom order forms and cust...

I'm seeking an expert in machine learning and technical writing to assist with my Ph.D. thesis on a text-based multilabel classification model. This project involves the following key elements: - **Model Development**: The core machine learning model is in place, but I need assistance with the writing and documentation surrounding it. Your help in creating a comprehensive thesis document is crucial. - **Incorporating Research Papers**: While I haven't specified a particular way to integrate research papers into the thesis, I'd like a freelancer who can analyze and incorporate these papers effectively. This might involve citing them as references, summarizing them in a literature review section, or making a detailed comparison of methodologies. The ide...

I want to do rendering (3D model) for a range of products made from Acoustic panels ( see attached images). Now I want renders for the 10 numbers and 26 alphabet letters in this way: 1. An image of all 10 numbers together, but in 8 different colours (see attached colour swatches); so 8 images in total; 2. An image of all 26 alphabet letters (upper case) but in 8 different colours , so 8 images in total; 3. An image of all 26 alphabet letters (lower case) but in 8 different colours , so 8 images in total; Please use Arial Bold font. Also check this share folder for the material colours and texture:

Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...

My colleague and I at Magner Occupational Therapy are looking to build an online educational platform for kids and teenagers with learning disabilities. We are currently looking for an animator to help us create short, step-by-step video models to teach essential daily living skills to people with autism and other disabilities. This is a niche market with a lot ...market with a lot of room to grow. Our research shows that simple animations where a task is broken down into simple steps are the most effective method for audiences of young age to learn these skills. I have provided a link to another platform that offers a similar service to what we are aiming for. Pickle system offers educational animation clips that operates based on a monthly subscription model.

I'm in need of a freelancer who can help me with a project in the industrial sector. The project involves the following: - Specifying the necessary parts for the project - Creating a detailed schematic - Designing a PCB - Generating a 3D model of the project This project requires a high level of precision and accuracy since it's intended for industrial application. Your work will be crucial in ensuring the success of the project. In terms of software, I have not made a decision on which specific software to use yet, so I'm open to your suggestions and expertise in this area. Please keep in mind that I haven't set a specific deadline for the project yet. However, I would appreciate it if you could give me an estimate of the time it would take you to complete ...

...“Education” as 0 (unknown), 1 (primary), 2 (secondary) and 3 (tertiary). Also, the data does not have any missing entries; hence, you don’t have to ‘clean’ the data. Required: The classification goal is to evaluate the accuracy of the (choosen) model in predicting if a respondent will subscribe to the term deposit (No vs Yes) offered by the bank. Use all the knowledge that you have gained in class on KNN-classification to address this problem. You are free to choose (i) which independent variable(s) to use, (ii) whether you want to estimate the classification model using the entire sample observations, or splitting the full sample into training and testing sets, and (iii) the optimal k-neighbor value. But you must be prepared to justify your...