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    Develop a prediction model to identify fake orders and suspicious transactions and forecast the sales of different products. I just need separate for each below mentioned task. Perform these task and show each one in Jypyter Notebook:- 1) Data Understanding and Pre-processing 2) Data Wrangling Operations 3) Descriptive Analytics 4) Diagnostic Analytics 5) Predictive Analytics 6) Recommendations and Conclusions The link of the dataset is

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    I'm in search of a proficient Excel Macro programmer who can automate data entry tasks with emphasis on numeric data. The ideal candidate would deliver a macro that inputs numbers into Excel and uses "if, then else" logic to perform specific tasks. Essential skills include: - Extensive experience with Excel Macros - Solid understanding of data entry automation - Proficiency in working with numeric data - Good grasp on logical functions especially if, then else Your primary function will involve interpreting requirements and programming the macro to swiftly and accurately complete data entry tasks. Please ensure your portfolio showcases relevant work.

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    ...pipeline for our existing business. We're specifically looking to automate testing for continuous integration/continuous deployment (CI/CD) purposes. The problem we're facing is that the configuration works perfectly on a Windows environment but throws an error when we move it to the AWS pipeline. This issue is restricting our ability to run tests efficiently and impacting our CI/CD process. Key requirements: - Configure Serenity setup for an AWS pipeline - Troubleshoot and resolve the error that's disrupting the pipeline - Ensure the solution is robust and will enable the automation of our web application testing Ideal skills and experience: - Proficient in setting up Serenity for AWS and CI/CD - Strong troubleshooting skills - Experience in web applica...

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    I have included examples of each of the following files I would like to have: - Each US state in a vector EPS file with a cut line. Each as their own file name. - A photo of each with dimensions - A mock up photo of each state decal on the back window - An excel sheet with all the states and associated dimensions Example: North Each state .EPS cut file would need to be within a 3.5" x 5.5" rectangle or a 5.5" x 3.5" rectangle. Whichever best fits the state. I have attached an "Examples" file as well that gives further instruction for setting up the file. There are 50 States. I will need 3 folders: 1- Cut Files (50 .EPS files) 2- Dimension Photos (50 Photos) 3- Mock Up Photos (50 Photos)

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    ...through the data I provide. Key Project Details: - Analysis Focus: The data to be analyzed includes website traffic, user behavior, and conversion rates. You're expected to provide a thorough and insightful examination of these aspects. - Data Collection: Data collection for the website is currently managed via Google Analytics. Your experience and proficiency with this tool is crucial. - Deliverables: I'd like the results of your analysis to be presented in written reports and clear visualisations ( an interactive dashboard maybe). These should be detailed, accurate, and accompanied by valuable visual representations of the data. Ideal Qualifications: - Proficiency in Data Analysis: You should have a strong background in data a...

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    ...service. This will involve extracting data from various websites and integrating it into my existing database. - AI Data Analysis: I'd like to incorporate AI data analysis functionality into my service. Specifically, I'm interested in pattern recognition and data clustering. Other Enhancements: - Batch Searching: I need to implement a batch search functionality. - Additional Database Integration: I'm interested in integrating new databases into my service. Ideal Skills and Experience: - Extensive experience in developing and improving online database searching services. - Proficiency in advanced search options, scraping, and AI data analysis. - Strong understanding of pattern recognition and data clustering. - Ability to implement batch sear...

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    ...support Introduction: I am seeking a skilled professional who can provide ongoing support for my personal use of Charles Proxy. As a beginner, I require assistance in setting up and navigating this tool effectively. Requirements: The ideal candidate should possess the following skills and experience: 1. Charles Proxy expertise: - Proficient in using Charles Proxy for personal use. - Familiarity with its features, including SSL proxying, request/response manipulation, and traffic analysis. - Ability to troubleshoot and resolve issues that may arise during usage. 2. Technical proficiency: - Strong understanding of networking concepts, HTTP, and HTTPS protocols. - Knowledge of web development technologies, such as HTML, CSS, and JavaScript. ...

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    ...accurate and relevant responses. Key Requirements: - The bot should be able to search all of my PDF documents simultaneously. This is crucial as the information I will be querying could be spread across a range of resources. - The queries the bot will be handling will be full-text. This means the bot should be able to understand and respond to complex, multi-sentence questions, and not just simple keyword-based ones. Ideal Skills and Experience: - Experience in developing chatbots and familiarity with ChatGPT. - Proficiency in creating and implementing systems for data retrieval from PDF documents. - A strong understanding of natural language processing and the ability to create systems capable of understanding and generating complex, full-text responses. ...

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    I am on the lookout for a talented live painter who can create a masterpiece on a large (24x36 inches) canvas. The style of painting hasn't been strictly defined, giving you plenty of artistic freedom. Key Details: - Art style: Open (Abstract/Realistic/Impressionistic) - Canvas size: Large (24x36 inches) Ideal Skillset: - Proven experience in live canvas painting - Ability to adapt to different styles and themes - Strong portfolio with diverse works Your creativity and unique interpretation are what matter most. Be prepared to provide examples of previous works, especially those that detail large canvas projects.

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    I'm searching for a financial analyst who can perform an in-depth investment analysis and risk assessment for my business. The primary goal of this analysis is to help me with financial forecasting and raising funds. Key Responsibilities: - Conduct a comprehensive investment analysis to identify profitable investments. - Perform a thorough risk assessment to evaluate all possible risks involved. - Provide detailed financial projections to support raising funds. Ideal Skills for the Job: - Proven experience as a financial analyst with a focus on investment analysis and risk assessment. - Deep understanding of financial forecasting, investment risks, and market trends. - Strong analytical and critical thinking capabilities. - Excellent communi...

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    Trophy icon Wine Tasting Event Poster Design 6 days left

    PLEASE ...attached. ———— I'm in need of a creative and engaging poster design for an upcoming wine tasting event. The theme of the event is centered around wine, so I would like the design to reflect that. Key Points: - Primary Concept: Wine Tasting - Main Focus: The toast aspect of the event - Target Audience: Wine Enthusiasts The design should capture the essence of the event and appeal to our target audience, wine enthusiasts. This is a one-off event, so the design has to be eye-catching and memorable. Ideal Skills and Experience: - Proven experience in creating poster designs for events - Understanding of wine and its culture is a plus - Ability to bring out the 'toast' element in a visually appealing ma...

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    ...executive summary should succinctly encapsulate the key findings and recommendations of the full report. - Balanced Detail: While the summary should be accessible to a general business audience, it should also include some technical details and analysis to provide a comprehensive understanding of the research. - Audience Focus: The primary audience for this summary is business executives. As such, the language and content should be tailored to their interests and priorities. Ideal Skills: - Proven experience in writing executive summaries or similar high-level business communications. - Strong research and analytical skills to accurately distill the essential content of a 120-page report. - Excellent understanding of business language and communicatio...

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    Requirements: 1. Analyze and understand how the code works 2. Setup environment and run all the microservices and frontends 3. Figure out how to add a channel

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    Email Marketing Assistant 6 days left
    VERIFIED

    The project requires you to send out 10 emails per hour for roughly 5 hours. You need to do research to find the correct email and personalize the email appropriately depending on who you are emailing. You will be given detailed instruction on how to do it. Rate is $0.35 per email. Potentially long term.

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    I have a level sensor which is currently sending data to a local Wi-Fi network, accessible through a web browser using the sensor's IP. I'm se...sensor's IP. I'm seeking assistance to automate this process and have the following requirements: 1. Data Fetching: The sensor is measuring liquid levels. This specific information needs to be fetched and transferred directly to an Excel sheet. 2. Data Update Frequency: The data should refresh in the Excel sheet every minute. 3. End Goal: The collected data will be used to generate a chart in Excel. Ideal skills for this project would include extensive experience with automation, proficiency in Excel, and understanding of level sensor operations. Knowledge of networking would be a p...

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    I'm in need of a professional website for my construction company. I want to showcase our services, completed projects, and new projects. The color scheme I prefer is blue and white. Key Features: - About Us: The website should include an 'About Us' section. This should have a brief history of the company, our mission, and our vision. - Services Offered: The website should clearly list all the services we offer. This section should be easy to read and potentially divided into categories if necessary. - Portfolio: The website should have a portfolio section to showcase our past completed projects. This can be subdivided into different projects for easy viewing. - New Projects: The website should also have a section for our new projects. This is to keep our cli...

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    ...Development phases of our projects. Responsibilities: Planning Phase (Functional Requirements and Acceptance Criteria): Collaborate with development, design, and project management teams to understand client needs and define project functional requirements. Facilitate working sessions with stakeholders to gather requirements and validate proposed solutions. Clearly and concisely document functional requirements using appropriate techniques such as user stories, use cases, among others. Develop detailed acceptance criteria for each product function or feature, ensuring they are measurable and verifiable. Applicant Requirements: Previous experience in analyzing and documenting functional requirements for web and mobile application development projects. Solid knowledge of ...

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    I'm seeking a proficient developer to build a user authentication and authorization system using JS, Node.js, and MySQL. The core function of this project will be role-based access control. Key Features: - Role-based access control system: The system should be able to accommodate three different roles - Admin, User, and Guest, each with different permissions. Ideal Skills and Experience: - Strong proficiency with Frontend JavaScript, and Backend Node.js. - Proficient understanding of databases particularly MySQL. - Comprehensive experience in building authentication and authorization systems. - Knowledge of implementing role-based access control. 1 Registration Screen for Admin & User UserID Password Confirm Password FirstName MiddleName LastNam...

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    I'm in need of a proficient Smartsheet expert to assist me in recommending and developing multiple program and project plans. I want to work with expert on a shared screen to help me to learn as we go. I need someone fluent in English - I have a little hearing loss Key responsibilities will involve: -Building SMARTSHEET plans -- Linking to External data (i.e. Excel) that will be used in updating the SMARTSHEET plans. - Utilizing SMARTSHEET Functions: Proficient use of formulas and calculations is essential for this project. - Building Reports and Dashboards: Experience in creating comprehensive and visually appealing reports and dashboards is necessary. The primary goal for this project is to efficiently and accurately track the progress of different...

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    Abikrishna K B Proposal for Hyder1269 Dear Hyder1269 I hope this message finds you well. My name is Abikrishna K B and I am a seasoned graphic...creating image for application. I propose to complete this project within 2 days. Timely delivery is important to me, and I will ensure that all milestones are met promptly. Budget: My rate for this project is 999INR. I believe this budget is fair given the scope of work and the value I will provide. I am eager to discuss this proposal further and explore how we can collaborate effectively. Please feel free to reach out via email at abikrishnakb@ or phone at 7306774669. Thank you for considering my proposal. I look forward to the opportunity to work together and contribute to the success of your project. Warm regards...

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    *** US CANDIDATES ONLY *** I'm seeking a virtual assistant with a strong finance background to manage various tasks. Key Responsibilities: - Budgeting: You'll be responsible for creating and monitoring budgets to ensure financial health. - Expense Tracking: Accurately log and keep track of expenses to maintain a clear financial picture. - Invoicing: Prepare and send invoices to vendors and clients in a timely manner. Your Experience: - Proficiency in Excel: Since I currently handle finance using Excel, it is essential that you are comfortable with this software. - Previous Finance Management: Experience in budgeting, expense tracking, and invoicing is a must. - Strong Communication: Being able to keep me updated and informed on financial matters is key. P...

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    ...images, and crafting compelling product titles and descriptions for a small number of products (under 10). Key Responsibilities: - Optimize existing product images: Ensure that the images are of high quality and are visually appealing to potential customers. - Write compelling product titles and descriptions: Craft engaging, accurate and persuasive content that will attract potential buyers and help increase sales conversion rate. Ideal Freelancer: - Proven experience in Amazon product listing optimization. - Excellent copywriting skills and attention to detail. - Understanding of e-commerce and consumer behavior. - Ability to work with a small number of products, ensuring a thorough and in-depth optimization of each. Please note, this proje...

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    I'm looking for a professional video editor who has an excellent command of Adobe Premiere Pro. I primarily create content for Facebook, Instagram, and YouTube. Key Requirements: - Proficiency in Adobe Premiere Pro: You should be able to use this software effectively to create engaging, innovative, and concise videos for social media platforms. - Social Media Understanding: A good grasp of what content works well on each platform, how to engage users in the first few seconds, and how to maintain their interest throughout the video. - Creativity: Ability to think outside the box and create visually appealing videos that are in line with the brand and resonate with the target audience. - Punctuality: I need videos on a regular basis, so the ability to deliver work ...

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    I need a R program expert 6 days left
    VERIFIED

    I need a proficient R programmer who specializes in creating efficient and accurate regression analyses. My project requires a specific focus on financial data. Key tasks involve: - Implementing statistical modeling using R Programming - Performing regression analysis on financial data Ideal freelancer should have: - Robust experience in R programming - Specific expertise in statistical modeling and regression analysis - Experience working with financial data - Strong analytical skills and attention to detail.

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    I have a PDF document that I need retyped into an Excel file. The PDF consists of a total of 10000 pages with data organized in 4 columns. I'm looking for an experienced multiple freelancer who can accurately retype the data from the PDF into an Excel spreadsheet as plain text. Key requirements: - Retyping the content of a large PDF file into Excel - Data organization into 4 columns - Ensuring high accuracy in data entry See the attached file and google sheet link I will give 500 pages first if we meet rate and deadline.

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    I need a professional and engaging website that will effectively promote my brand to home owners looking to renovate or update their spaces. The purpose is not primarily commercial but to create awareness, build brand...more information. -Skills and Experience Ideally, the freelancer should possess excellent skills in: * Web Design and Development * Information Architecture * Effective Brand Promotion techniques * User Experience design * Everything Squarespace An understanding of what appeals to the public and the ability to creatively conceptualize that into the website layout design will be invaluable. The capability to create a seamless journey for any visitor from landing to the information request is crucial. Experience in conversion rate optimization will also be h...

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    I'm seeking an experienced attorney to help prepare and file a civil complaint for a breach of contract case in Saint Louis County, Missouri. Key points of the project include: - I already have physical evidence supporting my claim. - I've identified the specific sections of the contract that were breached. Here's what you'll need for the job: - You should be licensed to practice in Missouri, ideally with experience in Saint Louis County's courts. - This is a dispute over ownership of a business. You should have a solid track record with contract law, especially in dealing with breach of contract cases. - You should be able to draft concise, precise complaints, focusing on where the contract was breached. - Strategizing ...

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    I'm in need of a professional who can take on a project that involves Mechanical, Electrical, and Plumbing (MEP) design for a new 3 level commercial building with all levels as open shells (floor plate). The following is required for this project- 1. Public domain civil 2. Hydraulics/plumbing 3. Storm water plans 4. Electrical design, power, communications and data (copper and fibre) 5. Mechanical HVAC 6. Fire services Key Responsibilities: - The Mechanical design will need to be optimized for a commercial space, focusing on HVAC systems, insulation, ventilation, and more. - The Electrical design will require a thorough understanding of commercial electrical systems, including lighting, power distribution, and potentially fire alarm systems. - The Plumbing desi...

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    I'm looking for a seasoned front-end developer to convert my existing WordPress site to a static HTML site. Here's what you need to know: - The primary reason for this conversion is that I no longer require the CMS functionality. Thi...pages. - I would like to retain some specific design elements and functionalities from the WordPress site. These include the header/logo design, the navigation menu and the slider/carousel. It's essential that these are transferred over accurately. You need to have a solid grasp of both WordPress and HTML, as well as good understanding of UI/UX principles. The most important thing is to make sure the site looks and works just like it did in WordPress, but without the need for a CMS. Please provide examples of ...

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    I am an entrepreneur who wants to buy and sell bitcoin...platform where users can easily register, manage their accounts, deposit and withdraw funds, and buy and sell bitcoin (tokens). The website should be able to display current market data, charts, analysis and news and offer users different trading strategies. The website must comply with the highest standards in terms of security and protect users' personal and financial information. The website must have SSL certificate, two-factor authentication, encryption, cold storage and other security measures. The website should offer an affordable and competitive commission rate and offer users a choice of different payment methods. The website should support credit card, bank transfer, e-wallet, cryptocurrenc...

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    I am an entrepreneur who wants to buy and sell bitcoin...platform where users can easily register, manage their accounts, deposit and withdraw funds, and buy and sell bitcoin (tokens). The website should be able to display current market data, charts, analysis and news and offer users different trading strategies. The website must comply with the highest standards in terms of security and protect users' personal and financial information. The website must have SSL certificate, two-factor authentication, encryption, cold storage and other security measures. The website should offer an affordable and competitive commission rate and offer users a choice of different payment methods. The website should support credit card, bank transfer, e-wallet, cryptocurrenc...

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    I'm looking for an expert in Excel to build a comprehensive 'Team Scorecard' for my team. This sheet will be used to track a range of tasks and behaviors to ensure the team is performing at their best. Key Features: - The project involves tracking various tasks and behaviors including daily reports, client communication, social media postings, timekeeping, invoicing, and meeting attendance. - I need the sheet to calculate total and average points automatically. This will be based on the tasks completed and the quality of those tasks. - It should also include conditional formatting to highlight outstanding performances. This will help us recognize and reward exceptional work. - Data validation is important to ensure accuracy and consistency in point en...

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    Business Plan and Pitch Deck for an online training business in the project management space. The business plan will have around 30 pages with the following structure: Executive Summary Business Profile Market Trends Market Size SWOT Analysis Competitors Analysis Sales and Marketing Plan Operational Plan Financial Summary Also, a pitch deck for investors with around 12 slides.

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    I'm in need of an experienced sales agent who will work as a representative for my travel consulting services, focusing on individual clients. Key Responsibilities: - Promoting and selling my consulting services - Establishing new relationships with individual clients - Providing expert advice on travel solutions You're a great fit if you: - From Taiwan - Have prior experience in sales, especially in the field of consulting - Understand the travel solutions market - Excel at building customer relationships over diverse clientele. I look forward to boosting my travel consultancy service sales with your help!

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    I urgently need a skilled writer who has high proficiency in fixing a technical report. Due to skipped responses, the project will require a versatile freelancer who can tackle different issues, especially: -Fix the report based on the feedback Though the specific purpose and audience of this report remain unspecified, the freelancer should be capable of handling diverse goals such as documenting research findings, presenting proposals, or providing technical analysis and recommendations. This task would be best suited for freelancers who can tailor their writing to various audiences, whether they be technical experts, non-technical stakeholders, or a general audience.

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    ...(CFD) analysis for an underwater equipment design. The primary goal of the project is to improve equipment efficiency. The successful individual must therefore be proficient in CFD analysis, 3D modeling, and structural analysis and have knowledge of FOM, Sloshing etc. Your responsibilities will incorporate: - Analyzing the current design using CFD techniques - Identifying areas of improvement to enhance efficiency - Advising on appropriate design modifications A background in fluid dynamics coupled with an understanding of underwater equipment will be necessary for this task. Additionally, the potential to perceive potential issues before manufacturing will be a significant asset. Please ensure you've ample experience in the impl...

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    I am looking for a skilled data entry specialist to handle a mix of numerical and textual data. The data will be provided in digital format, so proficiency in Excel and Word is crucial. Key Responsibilities: - Accurate and efficient data entry for both numerical and textual data - Ensuring data integrity and upholding confidentiality standards - Potential for basic or advanced data analysis (e.g., sorting, summing, statistical analysis, trend analysis) - depending on your skills and experience. Ideal Skills: - Strong attention to detail - Proficiency in Excel and Word - Ability to handle mixed data types - Data analysis skills (for those interested in advanced analysis) Previous experience in a similar role would be highly advan...

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    I am seeking a proficient designer skilled in HTRI, Aspen, PV Elite, STAD Pro, and Creo or 3D. The primary focus of this project is designing & Estimation of heat exchangers, Pressure Vessel, API 650, AWWA D 100, Tanks, Boiler,. However, there are other aspects as well including: - Developing process simulations using ASPEN & HTRI. - Creating pressure vessel designs using PV Elite. - Generating structural analysis using STAD PRO. - Designing 3D models using CREO / Solid Work. An ideal candidate for this project would have prior experience in all these areas, but most importantly, in designing heat exchangers using HTRI. I expect high-quality work and timely delivery.

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    Drive Traffic to a Link 6 days left
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    I'm looking for talented digital marketers who can help me increase the visitors on a monetized link. The goal is to maximise both traffic and conversions. The ideal candidate will: - Have experience in digital marketing - Be capable of creating strategies for general audience targeting - Understand the importance of conversion rate optimisation Additionally, I offer compensation based on performance, of Audience

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    I currently have an application on both Native Android and IOS (Swict) that is used to verify tickets for events but I want to convert it to Capacitor language with Angular It's simple, it works with an API from my Laravel for all processes.

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    I'm seeking a proficien...is crucial as this website is to create a deeper comprehension of our coin's utility and tokenomics. Content Requirements: - Instead of a usual history or comparison charts, the site needs to emphasize the intricate tokenomics of our coin. - While a basic understanding of our coin and team will be incorporated, the key focus should remain the tokenomics. The ideal freelancer for this project should: - Be able to design and develop a professional and engaging WordPress website. - Have experience in the crypto industry. Wording will be provided. The final output should be interactive, user-friendly and responsive across all devices. It should provide an enlightening experience for viewers regarding our coin's detailed ...

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    I'm in need of a skilled product engineer to help me take my basic sketches and turn them into a functional prototype. The main purpose of this prototype is to test its functionality. I have the basic design and concept ready, so your job would be to bring it to life and make sure it works as intended. The market evaluation is a crucial part of this project, and the feedback I'm looking to gather includes product desirability, price point acceptance, and feature preferences. This will help me understand if my product is viable and appealing to potential customers, as well as what improvements might be necessary. Ideal candidates for this position will have experience with: - Product engineering and design - Prototype development - Market evaluat...

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    I am looking for an experienced Scala developer to implement a specific functionality in a data processing environment. The aim is to process text data more efficiently. Key Requirements: - Deep knowledge of Scala and spark - Proven experience in data processing, notably with excel, json and text data - Ability to deliver clean and efficient code The ideal candidate should be able to show previous projects where they successfully implemented or improved similar functionalities.

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    I'm looking to revamp my current Shopify store to create a better user experience and enhance its branding. The ideal candidate should have: - Experience in Shopify store redesign - A strong design portfolio demonstrating previous e-commerce store projects - A good understanding of user experience and conversion rate optimization - Knowledge of e-commerce branding Skills required: - Shopify store design - E-commerce brand development - User experience design - Conversion rate optimization. 1. Upgrading to a premium theme. 2. Incorporate sales-boosting apps. 3. Optimize for Google search. 4. Analyze competitors. 5. Eye catchy banner and Call To Action (CTA) 5. Implement email automation. 6. Choose high-converting & best selling products. 7. Make i...

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    I require a simple but informative sketch of a cut bottom truss chord repair. This drawing is for: - Structural analysis - Basic outline Here's what I'm looking for in a freelancer: - Proficient in sketch-based designs, with an understanding of structural analysis - Ability to deliver a drawing that offers a clear understanding of the repair requirement - Previous experience in construction or repair documentation would be advantageous It is important that the finished output be a sketch, providing a straightforward representation of the repair design.

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    I'm on the hunt for an expert in image scanning and book identification. I've got a stockpile of photographs of multiple books packed into one image. All book titles are conveniently written in English. Here's exactly what I expect: - Efficient identification and listing of all book titles visible in the pictures. - Deliver consistently accurate results, regardless of the volume of books in each image. - Ability to handle high-resolution images without compromising on speed and precision. If your skill set includes experience in image scanning, analysis, or a capable background in photographic interpretation, then this project is for you. Prior experience in related projects dealing with book identification or any relevant literatu...

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    I need a ...programmer to assist with data analysis and visualization, as well as statistical modeling. The ideal candidate should be comfortable working with various types of data, including numerical and textual. Key Responsibilities: - Conduct data analysis and visualization using R - Perform statistical modeling tasks - Source relevant datasets for the project Ideal Skills & Experience: - Extensive experience in R programming - Proficient in data analysis and visualization - Skilled in statistical modeling - Ability to work with numerical and textual data - Experience in sourcing external datasets - Strong problem-solving and analytical skills This project is an excellent opportunity for a dedicated and skilled R programmer to contribute to a ...

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    Apparel Website Color Analysis 20 hours left
    VERIFIED

    I need an expert to conduct a color analysis on an apparel website. Your task involves studying product images and employing Adobe Illustrator's eye dropper tool to identify the hexcodes for each. Main objectives include: - Identifying hexcodes for main colors using Adobe Illustrator - Organizing the hexcodes by clothing type - Completing the provided Excel Sheet Your role is critical as the information will be utilized in color trend analysis for apparel. Therefore, a proven background in graphic design, color profiling, knowledge of Adobe Illustrator and an eye for fashion would be ideal. My budget for this project is 100 USD. Please, proficient users of the English language only for accurate communication.

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    I am looking for a statistical analysis expert who can help me with descriptive statistics using Python. The dataset size for this project is small, with less than 1,000 records. Skills and Experience: - Strong knowledge and experience in statistical analysis and descriptive statistics - Proficiency in Python for data analysis and visualization - Familiarity with handling small datasets and performing data cleaning and preprocessing - Ability to interpret and communicate statistical findings effectively

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