Machine learning medical image analysisproiecte

I'm looking for an Excel expert to create a comprehensive workbook for analyzing our sales data. The primary purpose of this Excel book will be to aid in sales forecasting. Key Requirements: - Design and build an Excel workbook tailored for in-depth sales data analysis - Incorporate advanced Excel functions and techniques for accurate sales forecasting - Ensure user-friendly layout and functionality for office use Ideal Skills and Experience: - Proficient in Excel with a strong background in data analysis - Experience in creating tools for sales forecasting - Able to present complex data in a user-friendly manner

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...Excel proficiency and learn practical techniques while working on my existing data. What I Have: • An Excel sheet with data ready for analysis. • Basic knowledge of Excel. What I Need: • A professional to guide me step by step in: • Data cleaning and preparation. • Using advanced formulas and functions. • Creating pivot tables and charts. • Analyzing trends and insights. • Other relevant professional techniques based on my data. Requirements: • Expert-level proficiency in Microsoft Excel. • Ability to teach and explain concepts clearly and patiently. • Fluency in English for effective communication. • Experience in practical, real-world data analysis. Deliverables: • Interactive teaching sess...

...seeking a Cyber Security Professional to develop a comprehensive online course focused on Penetration Testing and Ethical Hacking. Course Specifications: - Duration: Over 10 hours (final edited output) - Target Audience: Intermediate learners - Key Topics: - Network Security - Web Application Security - Mobile Hacking and Security - System Hacking and Security - Windows 11 Hacks - Learning Methods: Primarily hands-on labs, incorporating practical exercises over theoretical content The course needs to be in English, with all audio and video content being noise-free and in full HD quality. Ownership rights for the entire course are required. Budget: Fixed Timeline: 20-40 days Ideal Skills & Experience: - Extensive knowledge and experience in Cyber Security -...

I will elaborate further once we actually have a chance to talk, but here are the quick summaries. Job Description: My research involves analyzing institutional isomorphism and its influence on contracting-out decisions by local health departments (LHDs). I have multiple datasets that need to be cleaned, merged, and prepared for statistical analysis. I would be looking for: Data Cleaning: Remove duplicates and inconsistencies. Handle missing data appropriately (e.g., imputation, removal based on criteria). Standardize variable names and formats across datasets. Possibly collecting the data for me if there is any missing from data files I have. Data Merging: Combine datasets from multiple sources (e.g., 2016 and 2019 NACCHO Profile Studies, socioeconomic data). Use shared ident...

...Predicting Customer Churn Using Logistic Regression - Sentiment Analysis for Movie Reviews Using NLP Techniques - Fraud Detection in Financial Transactions with Random Forest - Optimizing Delivery Routes with K-Means Clustering - Forecasting Stock Prices Using ARIMA Models - Detecting Fake News with Naive Bayes Classifier - Building a Job Recommendation System with Collaborative Filtering - Image Classification for Medical Diagnosis Using CNNs - Real-Time Anomaly Detection in IoT Sensor Data - Designing a Chatbot for Customer Support with Rasa Framework - Automating Email Spam Detection with Machine Learning - Predictive Maintenance in Manufacturing Using Time Series Analysis - Demand F...

I'm looking for a skilled AI expert to train a model that can take client photos and transform them into whimsical human-animal hybrids. This project involves creating hybrids that resemble a variety o...human-animal hybrids. This project involves creating hybrids that resemble a variety of wild animals, domestic pets, and even fantasy creatures. Key Requirements: - Training an AI model to generate hybrid photos - Incorporating specific animal features such as facial features and skin/fur textures - Producing whimsical, rather than realistic, animal features Ideal Skills: - Proficiency in AI and machine learning - Experience with photo editing software and AI - Creativity and understanding of whimsical design If you have the necessary skills and experience, I look for...

... The presentation should clearly communicate key elements including: - Company Background: An overview of our company, its mission, and its achievements to date. - Market Analysis: A comprehensive assessment of the market landscape, including potential growth opportunities and our competitive advantage. - Financial Projections: Detailed forecasts that illustrate potential return on investment and the financial viability of our proposal. Ideal candidates for this project should have experience in creating investor presentations and a solid understanding of business and financial concepts. A background in market analysis and company profiling would be advantageous. Creativity, attention to detail, and the ability to visually represent complex data in an engaging way are cr...

will do edit and enhance estate images perfectly and professionally.

I'm looking for a talented mechanical design engineer to help redesign the chassis of a machine. The ideal candidate should have experience with SolidWorks and AutoCAD, and should be able to create cost-efficient and aesthetically appealing designs. This project will require studying the original machine and analyzing existing mechanical parts. Your tasks will include: - Studying the original machine and analyzing existing mechanical parts. - Designing the basic mechanical components with technical details in mind. - Preparing 3D drawings of the designed mechanical parts. Skills and experience required: - Proficiency in SolidWorks and AutoCAD. - Mechanical design engineering experience. - CNC technician experience would be a plus. Please note, the duration of ...

...neurologists/ doctors and NOT neurology or medical subject matter, perhaps by including objects such as the Troemner reflex hammer or the famous "white coat". - I am not a fan of literal pictures of brains. I actually find them gross. But a more conceptual brain may be acceptable. -- high-res PNG with transparent background and JPG preferred The ideal freelancer for this project should have a strong background in graphic design, particularly logo creation. A good understanding of the medical field, specifically neurology, could be a plus. Creativity and the ability to translate complex ideas into simple visuals are key. One of the attached images is the best thing I could bang out with AI to represent my idea of the tone of the blog. The other image i...

I'm looking for a Python script to control a stepper motor via a Raspberry Pi. This program is intended for a machine that tumbles rock or metal parts, and it needs to offer a robust set of features for controlling the motor. Key Requirements: 1. The script should allow for controlling the motor's direction. 2. It should enable speed control. 3. A timer feature is needed to manage the run duration, with options ranging from 5 minutes to 7 days. 4. There should be a setting for one-way or two-way rotation control. 5. For two-way control, the script should allow for user-defined duration intervals (e.g., rotate for 1 minute, then reverse for 1 minute). The interface for the program will be a Graphical User Interface (GUI), not command line or web-based. User authentication...

We are seeking an experienced DFM (Design for Manufacturing) Designer/Industrial Design Engineer to refine and optimize the design of our countertop chai-making machine for personal kitchens. Our prototype is functional, and we need your expertise to make it production-ready while adhering to safety, usability, and aesthetic standards. Below is an outline of the design requirements and challenges: Key Design Requirements 1. Form Factor & Dimensions: 1.1 Footprint: No more than 30cm x 30cm. 1.2 Height: No more than 45cm. 1.3 Modern Aesthetics: Neutral colors like matte black, brushed stainless steel, white, and gray with clean, sophisticated lines. 2. Component Layout: 2.1 Top Dispensing Unit: 2.1.1 A circular spice box (Indian masala box style) divided int...

I'm seeking an experienced academic researcher with a deep understanding of Computer Science, specifically in the domain of Artificial Intelligence and more specifically, Machine Learning. The ideal candidate for this project should: - Have a strong background and experience in conducting Computer Science research - Be specialized in Artificial Intelligence, particularly Machine Learning - Have a proven track record of delivering high-quality academic research - Possess excellent writing and analytical skills This project is about conducting comprehensive research in the field of Machine Learning. You will be required to explore existing literature, identify gaps in current knowledge and propose original ideas for further research. Prior ex...

I'm looking for a skilled graphic designer with experience in creating high-quality Amazon product images for a luxury skincare product bundle. Key requirements: - Create 5-9 images that follow a 'luxury and elegant' style - Emphasize the product benefits in the images See project description attached. Here is a video exp...earliest entry will win so don't worry about that Put ALL of your 5-9 images on the SAME ENTRY for quick review I will be following this contest for several days and commenting so revisit for notes to improve the entry. I wish you the best. Ideal freelancer should have: - Prior experience with skincare products would be a plus - A portfolio showcasing luxury brand images - Understanding of Amazon image requirements and best practices....

I want to find an excellent game designer and graphic designer, preferably in Saigon Vietnam, to create a game for an educational website (English learning), with more games to follow. I've already created a working model of the game with Adobe Captivate, JavaScript and Google Sheets, so you can see the game processes and even the spreadsheet formulas and codes already in use. I'm an inexperienced programmer, but the current programming works fairly well. Here is the current game: The screen is quite busy with a lot of words. I'd like to make another version that would also work on a phone. It would not be an overhead perspective. Instead, this would view from behind each car and the challenge words, 2-6 words i hexagons, would appear as obstacles, perhaps

I want to find an excellent game designer and graphic designer to create a game for an educational website (English learning), with more games to follow. I've already created a working model of the game with Adobe Captivate, JavaScript and Google Sheets, so you can see the game processes and even the spreadsheet formulas and codes already in use. I'm an inexperienced programmer, but the current programming works fairly well. Here is the current game: The screen is quite busy with a lot of words. I'd like to make another version that would also work on a phone. It would not be an overhead perspective. Instead, this would view from behind each car and the challenge words, 2-6 words i hexagons, would appear as obstacles, perhaps stone or steel texture, on the

...to style it so it doesn't look like just text. No need to spend alot of time The person that is able to impress me the most will be awarded the project and I will send alot more summaries Budget for each summary is low. So I want it to be done as quickly as possible. Minimal design changes is fine. as long as it looks better. The text / pdf to style is with this content: The Ultimate Sales Machine" by Chet Holmes, 1. Mastery Requires Focus and Consistency Success in any area is about doing a few things exceptionally well rather than spreading yourself thin. Focus on 12 core areas for business improvement and work on them consistently to build long-term success. 2. Time Management and Productivity Time management is crucial for success. Use the 6 Steps to Time Mana...

I'm in need of a PowerPoint pitch deck tailored for business partnerships. The deck should encapsulate: - A comprehensive company overview - Detailed market analysis - A compelling partnership proposal I have specific branding guidelines that must be adhered to throughout the design of the deck. Your skills in PowerPoint, understanding of market analysis and partnership strategies, along with your ability to translate branding into design, will be crucial for this project. I have a current version for guidance and structure, so it really is about a brand change mainly. Would like to take guidance on better way to design slides (if appropriate). I will provide for guidance: - Current Deck - Brand Guidelines - Team Photos Deck is required to be amended ...

...and deviations in customer behavior. 2.3 Data Visualizations The dashboard should include the following visual elements: Bubble Graph – To analyze customer segmentation based on multiple attributes. Heat Map – To highlight regional churn trends and customer density. Histogram – To visualize customer account age distribution. Pie Chart – To show the proportion of different churn reasons. Cluster Analysis – To group similar customer profiles based on shared attributes. 2.4 Filters & Interactivity The dashboard must support interactive filtering options, including: Age Group Churn Type Region Churn Reason Users should be able to drill down into specific data points and explore trends dynamically. 2.5 Deliverables Fully functional Tableau Dashboar...

I'm seeking a talented animator to create a series of 2D animated learning videos aimed at children aged 6-8. The videos should cover various aspects of Language Arts in a fun and engaging way. Key Requirements: - Proficient in 2D animation - Experience working on children's content, particularly educational material - Understanding of Language Arts curriculum for 6-8 year olds - Ability to create engaging, age-appropriate animations The ideal candidate will have a portfolio showcasing previous work in 2D animation and children's content. I look forward to working with you to create some exciting learning materials.

I'm on the brink of starting a service-based, freelance-oriented business and I could really use some expert advice. My primary goal is to ensure that I navigate this venture successfully in my early years. Key Areas of Focus: - Business Strategy Development: I need help outlining a solid plan that includes market analysis, target demographic identification, and competitive analysis. - Service Offering Definition: I would appreciate assistance in identifying and refining the services that I should offer to stand out in the freelance industry. - Operational Guidance: Help with understanding the day-to-day operations of running a service-based business, including client acquisition, project management, and service delivery. Ideal Skills and Experience: - Proven experien...

I'm seeking a professional to assist me with both configuring a new AWS environment from scratch and hosting a web application on it. The web application is built using Flask and Python, with SQLite as the datab...AWS environment from scratch and hosting a web application on it. The web application is built using Flask and Python, with SQLite as the database. Key Responsibilities: - Setting up a new, optimized AWS environment - Hosting a Flask/Python/SQLite web application - Implementing and overseeing machine learning services, specifically for model training and evaluation Ideal Skills and Experience: - Extensive experience with AWS - Proficiency in Flask, Python, and SQLite - Expertise in machine learning processes - Previous experience in setting up ...

I'm in need of a professional voice-over artist to narrate a corporate video for a Fortune 500 company. The video is approximately 5 minutes long, and the ideal candidate will have: - A calm and soothing voice, with exceptional enunciation and delivery. - Previous experience in corporate narration or e-learning. - Access to top-notch recording equipment for crystal-clear audio. The project has a deadline of two weeks from assignment. The target audience for this video will be business executives and employees. The narration will be accompanied by subtle instrumental background music. No specific industry jargon will need to be emphasized, general language will suffice. Please include a demo reel of similar work with your application.

I need a graphic designer to customize my product images for my Etsy shop. The specific task involves customizing the text on the images. It will require a keen eye for detail and a good understanding of branding and design principles. Ideal skills and experience: - Proficiency in graphic design software (like Adobe Photoshop, Illustrator, etc.) - Previous experience with product image customization for e-commerce platforms, especially Etsy - Strong understanding of design principles and branding - Excellent attention to detail - Good communication skills for understanding my requirements and incorporating feedback.

I'm seeking an instructional designer, who isnexperienced in business trainings for corporates to help me in designing engaging games that can be implemented in strategic mamagement workshop. The workshop will be implemented over 3 days, and the audience are experience...games that can be implemented in strategic mamagement workshop. The workshop will be implemented over 3 days, and the audience are experienced business professionals . The ideas i seek must be: - Implemented in Groups - Using basic tools (cards, paper, color pencils, sticky notes) or cardboard games..etc - Promote experential learning Your proposal should: 1. Showcase previous relevant experience 2. Showcase clear ideas for each phase of strategic planning (Analysis, Formulation, Implementation, and E...

...am renovating and need to create a feasibility analysis and financial model to make revenue forecasts based on the investment made. **Must have experience in the Hotel and F&B industries to have the correct financial models and ensure we make the right assumptions. Key Focus Areas: - Room occupancy rates - Restaurant revenue -Pool income - Event hosting opportunities Benchmarking Against Competitors: The analysis should primarily utilize competitor benchmarks for comparison along with past performance metrics. Renovation Scope: - Guest rooms - Pool (new addition) - Facade Ideal Candidate: The ideal freelancer for this project would be someone with extensive experience in the hotel and F&B industries, particularly in feasibility analysis and financia...

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I'm in need of a skilled Research Coordinator and Personal Assistant. Your primary role will be conducting and compiling in-depth research on various topics that will aid in decision-making. Key Responsibilities Include: - Conducting research on vacation planning, meal prep, gear research, and market analysis - Managing and organizing research findings in a Google Doc for streamlined decision processes - Drafting and posting accurate, engaging listings for items on Facebook Marketplace - Managing buyer communications - Planning, scheduling, and maintaining personal and professional calendars - Coordinating appointments, meetings, and events with proactive reminders and preparations - Responding promptly and professionally to inquiries and communications on my behalf - Handling...

I'm seeking a skilled designer to create a unique line of medical scrubs. The specifics of the style, materials, and features are open to your expert input, as I'm yet to define these aspects. Key Responsibilities: - Design innovative and practical medical scrubs - Suggest suitable materials, potentially including Cotton, Polyester, and Spandex blend - Incorporate features such as pockets, stretch fabric, and moisture-wicking capabilities Ideal Skills and Experience: - Proven experience in apparel design, particularly in medical or workwear - Strong knowledge of fabric properties and garment functionality - Creative and modern design approach - Excellent understanding of the need for comfort, durability, and practicality in medical wear I'm lo...

I'm seeking an expert who can design a state machine for a home appliance/machine. The primary purpose of this state machine is for controlling the appliance. Ideal Skills: - Proficiency in designing state machines, particularly for control systems - Experience with home appliance control - Knowledge of FSMs, HSMs, and Behavioral State Machines Your bid should demonstrate your understanding and experience in creating robust state machines for home appliances.

I have a photo of a candle and need someone to create a photoshop mockup so that I can use photoshop to insert candle designs, and list the finished product in my online store.

I'm seeking an expert in securing medical billing and coding contracts for my company. The target facilities include hospitals, private clinics, and diagnostic centers interested in outsourcing their needs. Key Responsibilities: - Secure contracts focusing on both medical billing and coding services - Target a variety of facilities such as hospitals, private clinics, and diagnostic centers - Include a variety of coding specialties: inpatient, outpatient, and emergency room Ideal Skills and Experience: - Strong background in medical billing and coding - Proven track record of securing contracts in the medical field - Excellent networking skills with healthcare facilities - Knowledge of various coding specialties If you have the skills and experience requi...

I need an editor for my short story collection consisting of 8 romance and life lesson narratives. Each story spans 20-30 pages. Key responsibilities include: - Reading and providing constructive feedback on each story - Highlighting both strengths and areas for improvement - Sugge...has already been corrected. However, dialogue and descriptive language should be key points of discussion. Ideal candidates should have significant experience in editing fiction, particularly in the romance genre. A strong understanding of character development, plot coherence, and emotional impact will be beneficial. Please note, I do not require grammar corrections, but rather a thoughtful analysis of the stories' content and structure. Your ability to assess pacing and plot twists will al...

...professional who can conduct an in-depth impact assessment of road network disruptions in urban centers. Key Responsibilities: - Analyze the effectiveness of alternative routes during link failures in a road network. - Utilize SUMO (Simulation of Urban Mobility) software to simulate various failure patterns. - Integrate failure probability data derived from a flood vulnerability map into the analysis. Ideal Skills: - Proficient in traffic simulation software, particularly SUMO. - Strong analytical skills to assess traffic congestion patterns and travel time variations. - Experience in studying urban transportation networks. - Ability to integrate and interpret complex data sets. Your work will provide crucial insights into the resilience of our urban road networks and the ef...

I'm looking for an expert developer to implement AI into my Web-based productivity tool. The primary focus of the AI will be enhancing the tool's data analysis capabilities. Key Responsibilities: - Integrate AI into a web application - Focus on enhancing data analysis functionalities Ideal Skills: - Experience with AI and web application development - Strong understanding of data analysis - Prior experience with productivity tools is a plus. This project requires a developer with a strong background in both AI and web development, who can seamlessly integrate AI into the application to improve its data analysis capabilities. Please provide examples of similar projects you've completed in your proposal.

I'm looking for a web-based AI personal biography maker app. The app should feature auto-generation of pers...should feature auto-generation of personal biographies and allow for customization of various sections. Key Features: - Auto-generation of biographies: The app should utilize AI to create personal biographies based on user input. - Customization of biography sections: Users should be able to modify and personalize different parts of their biography. Ideal Skills: - Proficiency in AI and machine learning - Web development skills - Experience with creating user-friendly, minimalist interfaces - Knowledge in implementing customization features in apps A successful project will result in a simple, easy-to-use web application that can generate and personalize bio...

Looking for a professor Hello everybody, I am looking for people who speak English fluently for my online website for learning english. We have classes on discord and on ZOOM, everything a professor need to do is to speak with people about anything .(no boring lessons like "present perfect", "past simple"...) Salary 25-30 euro/ per adult person and 15-20 euro/ per a child

I'm looking for a professional to edit my product images. The editing will involve color correction and retouching. Specific Tasks: - Color Correction: This includes adjusting brightness and contrast as well as changing color tones. - Retouching: Enhancing details or features in my product images. Ideal Candidate: A skilled photo editor with experience in product image editing. Proficiency in color correction and retouching is a must. Please provide examples of your previous work in your proposal.

DropGuard: Engineering Student Retention Analysis Project Overview: Our project, DropGuard, focuses on analyzing the retention or dropout rates of engineering students in India. Using machine learning (ML), we aim to predict whether a student will continue their education or drop out based on various factors specific to the Indian context. We have an ML model trained on Google Colab for this purpose. While we prefer using our trained model, we are open to the development or integration of a new model that fits our requirements. Project Requirements: We need a comprehensive and interactive website with the following key features: 1]Student Retention Analysis: Predict the retention or dropout status for individual students using the ML model. Provide detailed ...

Project overview Transcription of data from photos of books into a structured Google Spreadsheet with sorting and yearly repetition analysis. Data needs - Data entry of approximately 7,500 entries over a 25-year span from photographed books. - Entries need to be organized and sorted into pre-created Google Spreadsheet template. - Analysis required to check for repetitions of entries year-over-year. - Data Type: The data consists solely of text. - Volume: There are between 11 to 50 photos to work from. - Format: The text is printed, not handwritten. Ideal candidates for this project should have: - Excellent attention to detail to ensure accuracy in data entry. - Proficiency in using Google Spreadsheet. - Experience with data entry tasks. Additional information - The buyer h...

I'm seeking a legal expert in international law to conduct a comprehensive case study analysis focusing on terrorism finance. The primary objective of this analysis is to identify key legal precedents. Ideal Skills: - Strong background in international law, specifically in relation to terrorism finance. - Proficient in conducting case study analyses. - Excellent research skills to identify and interpret legal precedents. Experience: - Prior experience in writing legal case study analyses. - Demonstrated ability to work on international law cases. - Proven track record of identifying key legal precedents. This project requires an individual who can deliver a thorough and insightful analysis. Your expertise in international law and prior experience with similar...

I have a few images that need some simple edits. This is a small, quick job. The job entails: - Adding text to the images Ideal skills and experience for the job: - Proficiency in image editing software (e.g., Adobe Photoshop, GIMP, etc.) - Attention to detail - Fast turnaround time

I'm looking for a professional web developer to create a tuition website primarily aimed at conducting online group tutoring sessions. Key Features: - The website should facilitate interactive group sessions. - Incorporate an Interactive Whiteboard for collaborative learning. - Screen sharing capabilities for tutors and students. - Ability to record sessions for future reference. - Interactive tests to assess understanding and engagement. Ideal Skills: - Proficient in web development with a strong portfolio. - Prior experience in building educational or tutoring websites. - Knowledgeable in integrating interactive tools and features. - Ability to ensure the website is user-friendly and accessible. I look forward to your proposals.

...to detect proximity. Upon detecting someone, it should instruct a Raspberry Pi 4 B to trigger a 1st servo motor (Towerpro MG995) to open and close the dustbin lid. Weight Detection: A Force sensitive Sensor will check if garbage is present and notify the Raspberry Pi for further operations. Image Capture and Processing: A webcam (Kreo Owl Full HD 1080P 60 FPS) will capture an image of the garbage. 3 Lilypad LED will glow to illuminate the garbage. The captured image will be analyzed by a machine learning model to classify the type of waste. Waste Segregation: Based on the classification, the Raspberry Pi will instruct a stepper motor (NEMA17 PR42HS40-1204AF) to rotate the upper section of the dustbin, positioning the garbage above the correct category&...

I'm seeking a skilled Odoo expert to assist with performing statistical analysis within Odoo spreadsheets. The main focus will be setting up and executing calculations to monitor and track sales performance. Key Tasks: - Conducting statistical analysis using Odoo spreadsheets - Setting up necessary calculations to track sales performance - Interpreting data and providing insights for sales regulation Ideal Skills: - Proficient in Odoo and its spreadsheet functionalities - Strong background in statistical analysis techniques - Experience with sales performance tracking - Excellent data interpretation skills

...deep learning, outlier detection, and large language models (LLMs) to assist with enhancing a codebase from an article. The article focuses on Deep Learning for Outlier Detection on Tabular and Image Data, and I’d like to integrate LLMs into the existing approach to expand its capabilities. Project Scope: Review the provided article and its accompanying code. Understand the existing deep learning methods used for outlier detection on tabular and image data. Enhance the code by integrating features leveraging LLMs. Potential directions could include: Using LLMs to detect outliers by analyzing context within textual metadata. Creating a natural language interface for explaining anomalies detected in tabular or image data. Any other innovat...

I need a skilled app developer to create an engaging and interactive language learning application, primarily focused on delivering interactive lessons. Key Requirements: - Development for iOS and Android platforms - Incorporation of API for additional functionalities and future upgrades Skills and Experience: - Proven track record in interactive app development - Expertise in iOS and Android app development - Prior experience with language learning apps is a plus - Proficiency in API integration

I'm seeking a developer to implement a single image upload functionality to my portfolio website. The upload option will be used for the addition of new images to the site. Ideal Skills: - Proficient in web development - Experienced with portfolio website enhancements - Skilled in implementing image upload features

I'm seeking a professional to craft a comprehensive business plan for a 5,000 square feet special education learning center. The center will accommodate ten classrooms for up to 120 students with diverse special needs. Key Focus: - The primary aim of our learning center is academic improvement. Therefore, the business plan should articulate how the center will facilitate this goal. - The center will cater to a wide age range, from early childhood (3-5 years) to teenagers (12-18 years). The plan should reflect an understanding of the unique needs and learning styles of these different age groups. The freelancer should have strong skills in market analysis, operational planning, and marketing strategy. Experience in the education sector, particularly in spe...