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    2,000 data processing data mining excel travaux trouvés au tarif de EUR

    ...Luxetrip's AI-powered travel platform, including recommendation engines, pricing algorithms, and personalization frameworks 3. Design and develop the platform's data infrastructure, including data ingestion, storage, processing, and analytics capabilities 4. Architect and implement the platform's microservices-based backend, ensuring scalability, reliability, and security 5. Collaborate with the front-end development team to define and implement the platform's user experience and interface, optimizing for conversion and engagement 6. Integrate cutting-edge AI and machine learning technologies into the platform, such as natural language processing, computer vision, and reinforcement learning 7. Establish rigorous quality assurance and ...

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    Excel calculations S'est terminé left

    The project is an excel test. The attached file contains the test. It requires medium level skills. All the details are in the file More details: What specific calculations do you need to perform in Excel? Formulas to consider using - IF, VLOOKUP, SUMIF, SUMIFS, INDEX How familiar are you with using Excel formulas? Intermediate (comfortable with commonly used formulas) Which Excel features beyond basic formulas are you interested in incorporating? Pivot Tables, Conditional Formatting

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    I am looking for a freelancer to build an IoT based Smart Traffic Management System. The desired outcome of this project is to reduce traffic congestion in the area. The project budget is low, and we will be using traffic sensors as...technicians can monitor the entire city from the city's traffic management center. Ideal skills and experience for the job include: - Experience in building IoT based systems - Proficiency in working with traffic sensors - Knowledge of traffic management systems and traffic flow optimization - Ability to design and develop a user-friendly interface for the system - Understanding of real-time data processing and analysis. The successful candidate should be able to deliver a reliable and efficient traffic management system within the give...

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    ...the fields of Natural Language Processing (NLP) and Image Recognition. The main objectives of this project are to: - Develop a sophisticated NLP model - Implement an advanced Image Recognition system The project involves working with a specific dataset that I have already organized and fully cleaned. The ideal candidate should be adept at handling large datasets and be well-versed in the latest machine learning and deep learning techniques. Skills and experience required: - Proven track record in NLP and Image Recognition - Expertise in working with large datasets - Proficiency in machine learning and deep learning techniques - Strong understanding of data preprocessing - Excellent communication and problem-solving abilities If you have a passion for data science...

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    I'm seeking a highly-skilled freelancer with a deep understanding of Excel for a data entry project. This is not your typical data entry job as it requires knowledge of complex formulas and data manipulation. Key Responsibilities: - Enter data from Excel spreadsheets - Create complex formulas within Excel - Use data manipulation techniques to ensure data integrity Ideal Candidate: - Advanced understanding and experience with Microsoft Excel - Proven experience with complex data entry - Attention to detail is paramount - Strong organizational skills - Ability to meet tight deadlines Join me in this challenging yet rewarding project and let's make a difference together.

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    I have code for login trading accound and fetch token data. I need to update more details incode I need to collect live data from the web and candle stick, Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 5 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. Automate the buy/sell Trade I need an intelligent programmer, who can see future problems and solve them clever and independently. Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire you and release the payment. If...

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    Drinks Delivery App Development S'est terminé left

    I am looking to ...the golf course management. The app should include the following features: - Order placement: Golfers should be able to easily place orders for drinks. - Payment processing: The app should be integrated with a secure payment processing system. - Real-time tracking: The app should allow golfers to track the status of their order. - Stock management: The app should help the beer cart staff manage their inventory and track sales effectively. The ideal freelancer for this job would have experience in developing mobile applications, particularly in the food and beverage industry. Experience with real-time tracking and payment processing integration is a plus. Please take a look at the website for an idea of what the current app is like.

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    Hi, I have 6 excel optimization problems using premade excel model involving costs/profits/promotion. Answers using excel solver. Using an excel model to adjust subcontracting and demand. Note: Need it done within the next 20 hours.

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    Necesitamos personas que cierren ventas de préstamos de Infonavit. Las comisiones se entregan de 15 a 22 días hábiles después de finalizar un trámite. Ofrecemos: •Trabajo 100% en línea (tú decides cuando trabajas). • 100% Comisionista (tú decides cuanto ganas). • Ganancias previstas desde 8,800$mxn hasta ...100% en línea (tú decides cuando trabajas). • 100% Comisionista (tú decides cuanto ganas). • Ganancias previstas desde 8,800$mxn hasta 44,000$mxn. • Excelente ambiente laboral. Responsabilidades: - Buscar, filtrar y cerrar clientes. Requerimientos: - No se requiere experiencia (nosotros te capacitamos). - Pasión por las ventas. - Habilidad para comunicarse tanto verbal co...

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    6 excel optimization problems using premade excel model involving costs/profits/promotion. Answers using excel solver

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    This take is to take a list of URLS (as in the URLS spreadsheet attached) and create a Power Automate flow to extract the following from each URL: • Previous Close • Open • Bid • Ask • Day’s Range The output should be in a separate spreadsheet (‘output’). In the sample ‘output’ file attached, this shows the result for ‘MMM’. Other URLs will follow. I should be able to run the Power Automate workspace at any point to scan the URLS. The URLS may change (added or removed).

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    Hello I do sales for a tobacco company and I need to enter all my sales for January February March. I need three different Excel files. All it is is the name of the store the amount that I sold and the address.

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    ...concreto necesitamos: • Automatizar la exportación de datos de facturas emitidas (y su estado, canal de entrada, consultor asignado) y gastos, y preparación de los mismos desde HOLDED. • Automatizar la exportación de datos (presupuestos lanzados y vendidos, potenciales clientes y comerciales asignados) y preparación de los mismos desde HUBSPOT. • Automatizar la cumplimentación Excel de RRHH mediante un Excel que nos pasa la gestoría cada mes, con todos los datos de las nóminas y costes laborables de cada trabajador. *****Importación e integración de todos datos y modelado de un cuadro de mando en Microsoft Power BI con las siguientes funcionalidades:  Facturación Mensual, anual,...

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    I'm seeking a freelancer with advanced Excel and Power Query proficiency to provide essential data extraction, transformation, cleaning, and combination services for an Excel Report. Qualified candidates must demonstrate: - Advanced understanding of Excel and Power Query - Experience in extracting data from diverse sources - Capability for cleaning and transforming data for optimal utility - Aptitude for combining data from various sheets effectively In your proposal, include details about your relevant experience. Your hands-on experience and proven record of similar projects will secure your success in this job.

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    I am in need of an experienced Daraja API developer to help me integrate the Daraja API into both a website and a mobile app. The main functionalities that I require support for are Payment Processing, SMS Integration, and Mobile Money Integration. Ideal skills and experience for the job include: - Proven experience with the Daraja API - Proficiency in integrating APIs into websites and mobile apps - Knowledge of Payment Processing, SMS Integration, and Mobile Money Integration - Experience with Android platform development Please provide examples of your previous work with the Daraja API and similar projects in your bid.

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    DJ Payment Solution App Development S'est terminé left

    ...should be compatible with iOS, Android, and web-based platforms. Key Features: - Secure Payment Processing: The app should ensure that all transactions are safe and secure for both DJs and their clients. - Tip Customization Options: DJs should be able to receive tips from their clients in a personalized and efficient manner. - Integration with Popular DJ Software: The app should seamlessly integrate with popular DJ software to make it easier for DJs to receive payments. Payment Methods: - The app should support credit/debit cards as the primary payment method. Ideal Skills: - Extensive experience in app development for iOS, Android, and web platforms. - Strong understanding of payment processing and security protocols. - Previous work that involves integrating software...

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    ...project is to create a simple, user-friendly tool that allows users to record own video with overlap of other video with simple object. Key requirements: - The script should be compatible with all web-based platforms, ensuring maximum accessibility for users. - The script should support both real-time processing and post-processing of videos, allowing users to choose their preferred mode of operation. Ideal skills and experiences for this project include: - Proficiency in web-based video processing and development - Strong understanding of video editing and overlaying techniques - Experience in creating user-friendly and intuitive software If you have relevant experience and are confident in your ability to deliver a high-quality, user-friendly video overlap scri...

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    Excel based job need S'est terminé left

    As a busy professional, I'm on the lookout for an Excel pro who can assist in organizing my dataset of less than 1,000 rows. The data is moderately complex, with multiple columns of various types. The ideal freelancer will: - Have experience with Data Entry and Organization. This includes swiftly inputting data and structuring it for optimal accessibility and productivity. - Possess Data Analysis and Reporting Skills. I'm keen on meaningful insights from the data and require straightforward, compelling reports. - Excel proficiency is a must, with strong attention to detail, and ability to handle moderate complexity data. By bringing your advanced Excel management and analysis skills, you'll be delivering order ...

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    ...specified companies. 2)Attention to Detail: Ensure all data is entered accurately and matches the format provided in the example. 3)Confidentiality: Must maintain strict confidentiality with the data provided and collected. 4)Communication: Keep me updated on progress and any challenges encountered along the way. all the data must be up to date, most recent, i dont want to have old people who dont work there anymore or invaild emails, i'll check for that Data Points to Include: Full Name of the HR contact or recruiter Their Position/Title within the company Gender (if available and relevant) Company Name Professional URL (e.g., LinkedIn profile) Contact Email Address Contact Phone Number (if available) Deliverable: A completed Excel or Goog...

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    ...obtaining Vehicle Sale NOCs. - Excellent communication abilities for smooth liaising with RTO officials. - Familiarity with the legal requirements for vehicle sale across states. **Responsibilities:** - Collect all necessary documents required for the NOC application. - Submit the application to the Haldwani RTO and handle all related procedures. - Liaise with RTO officials to ensure timely processing. - Keep me updated on the progress and any requirements. - Secure the NOC and deliver it to me in a timely manner. This task requires meticulous attention to detail and a proven track record in dealing with vehicle registration issues. An ideal candidate would be someone who has successfully navigated the complexities of RTO work, specifically in Uttarakhand, and has delivered sim...

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    Quick Excel Text Data Filtering S'est terminé left

    See the attached File. Simple project here. If any of the words in column A, sheet 2 are in column D, Sheet 1, then delete the entire row (in Sheet 1) (Delete the entire row, not just the cell) No macros Likely conditional formatting, new rule is the best. This will be used on multiple files so it needs to be quickly applied. New words will be added to the list to filter for. The filter list can be added to each new file. No Macros Type :Sponge Bob" in your bid (to sort through the spammers) This should be a very low cost bid and delivered today.

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    Small Business E-commerce Platform S'est terminé left

    ...Add to cart functionality, with smooth user experience - User registration and login system - Membership and discounts for agents - Job process bar for managing orders - Backend team management for job processing The target audience for this platform will be small businesses, so the design and usability should be tailored to their needs. Additionally, the platform will be selling 50+ number of products. Ideal skills for this project include e-commerce platform development, UI/UX design, and an understanding of small business customer needs. Experience in backend management and job processing is also preferred. We need to use the portal in 5-10 branches where all branches will receive online and walk in orders. I'm looking for a freelancer who can deliver a high-q...

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    I'm seeking a skilled individual to help with data processing, primarily focusing on data organization. The primary source of data comes from PDF documents. Successful tasks would involve: - Extracting relevant data from PDF documents - Organizing data in a clean, structured manner for easy locating and referencing in the future Ideal Skills: - Familiarity with data processing and organization - Proficiency in PDF data extraction - Experience with handling large amounts of data - Attention to detail is crucial Professionals with prior experience in handling PDF data extraction and organization should find the project straightforward and within their ability.

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    I need an Excel expert who can craft 4 meaningful bar charts to visualize several health metrics. The foremost tasks required would include: - Visualizing perceived health data acquired from various sources namely, self-assessment questionnaires and participant interviews - Converting raw data of percentage changes in health into impactful insights using Excel It's pertinent that the freelancer has a good grasp of Excel and data visualization. A comprehensive understanding of health metrics would be appreciated, but not compulsory. Your role will aid in the better comprehension of health improvement or decline, ultimately guiding decision-making based on these observations.

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    Health Trends Bar Charts S'est terminé left

    I am looking for a skilled individual to create 4 bar charts in Excel for the purpose of showcasing percentage changes in perceived health over time. Key requirements: - Using perceived health data, generate 4 bar charts showing changes over time. Ideal Skills: - Proficiency in Excel - Understanding of data visualization - Ability to depict percentage changes in a clear and accessible manner. Please provide examples of your past work in your bid.

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    ...Looking forward to your bids! MS1: - implement object tracker for static objects (base, camp with plunder or assist details and loot, static enemies) - add to corresponding data classes with enums if different types (e.g. class for base, for camp, for enemies and enums for differnet type of enemies) - add enums also about status of the objects (shielded, stopped, ...) - persist into database MS2: - implement object tracker for moving enemies (location, moving vector) - add to corresponding data classes - persist into database MS3: - implement object tracker for MS2 detected objects, but now collect details if player is mining or playing it (e.g. resources object) MS4+: - will be discussed and mutually agreed Budget? will not be disclosed, place your best bid to...

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    Excel File Organization Project S'est terminé left

    I need an Excel file created with text, numbers, and formulas. The data should be organized using rows and columns, across 6-10 tabs/sheets, and include pivot tables. Ideal skills and experience for this project include: - Advanced Excel knowledge - Experience in creating organized and visually appealing Excel files - Proficiency with pivot tables and formulas - Attention to detail and ability to follow specific instructions If you have experience with similar projects and can deliver a well-organized Excel file with the specified features, I'd like to hear from you.

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    Excel to Planner Task Automation S'est terminé left

    ...from an Excel file. The automation should be set up to run on Windows operating system using Power Automate. Requirements: - Automate creation of tasks and subtasks in Microsoft Planner from an Excel file - The automation should trigger based on a specific action, potentially a call, button, or script (vba button Prefered) - The system should be set up to run on Windows Ideal skills and experience include: - Proficiency in Power Automate - Prior experience integrating Microsoft Planner with Excel - Strong understanding of Windows OS and how to set up automation scripts to run on it - Experience creating and managing subtasks in project management software I am looking for someone who can create a reliable and efficient automation system that can seamlessly integr...

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    As the author of an upcoming academic research paper on public awareness of epilepsy, I'm in need of a medical content writer well-versed in medical terminology. You will be selected based on the following points you will have this 25$ as a first part of the project (a 100$ on the paper writing) : - Apply an Assessment for the current data analysis performed. (suggest new point of view with thoughtful suggestions). - Processing Excel document into an SPSS format (we need to receive a proof of the spss file). - Write a detailed list of content (what are the topics -with the idea to be discussed for each one- for the medical article you will write with all needed details to be selected for the next step). The ideal freelancer will have experience in medical cont...

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    I am in need of a skilled data analyst who can perform a descriptive analysis on my Excel spreadsheets, focusing on understanding trends. Key responsibilities: - Conduct a thorough descriptive analysis on the provided data - Identify and interpret trends within the datasets - Translate the data into actionable insights Ideal skills and experience: - Proficiency in data analysis, particularly descriptive analysis - Excellent working knowledge of Excel and data handling - Strong analytical skills and the ability to interpret data accurately - Prior experience in trend analysis is a plus

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    I am looking for a dedicated specialist well-versed in using Databricks and PySpark for data processing tasks, with a primary focus on data transformation. With the provision of JSON format files, you will perform following tasks: - Carry out complex data transformations - Implement unique algorithms to ensure efficient data processing - Test results against required benchmarks Ideal Skills: - Proficient in Databricks and PySpark. - Must possess a solid background in data transformation. - Experience handling large JSON datasets. The end goal is to achieve seamless data transformation leveraging the power of Databricks and PySpark, enhancing our ability to make informed business decisions. Please provide your completed projects, a...

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    ...understand and respond to common customer questions and concerns, and escalate more complex issues to human staff as needed. - Collect Payments: The AI tool should be able to handle basic payment processing, such as credit card transactions. This could include managing subscriptions, processing one-time payments, and sending out reminders for upcoming payments. This project will require a developer who is experienced in creating AI tools with a strong understanding of customer service and scheduling software. The ideal candidate will have a background in web development, AI programming, and payment processing. Excellent communication skills are a must, as the tool needs to be able to interact with customers in a helpful and professional manner. Please provide exa...

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    SaaS MVP Development S'est terminé left

    I am looking for a skilled and experienced freelancer to develop a Minimum Viable Product (MVP) for a SaaS business. Ideal Skills: - Strong experience in SaaS product development - Expertise in user registration, login, and payment processing systems - Ability to deliver a high-quality MVP within a specified timeline - Excellent communication skills to keep me updated on the progress of the project - Proven track record of working on successful SaaS projects If you believe you have the expertise and skills required for this project, please submit your proposal, including your relevant experience and previous work samples.

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    Excel Automation Expert Needed S'est terminé left

    I am looking to automate email sending through Excel. I have a list of email addresses and the same message to send to all recipients. However, there are certain conditions to consider: Firstly, as shown in the screenshot below, there are checkboxes with options (OUI ou NON) YES or NO. If the checkbox is marked with a "YES", the email will be sent. Otherwise, it will not be sent. Secondly, another condition relates to the frequency of email sending: Once a week Twice a week Once every two weeks Once a month I would like to establish an automated process that takes these conditions into account to send emails according to the specified parameters. Thank you for your assistance in implementing this solution." This version of the message is clearer and more precise,...

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    ...looking to leverage business analytics and data visualization to achieve multiple objectives: - Identifying key trends and patterns - Making data-driven decisions - Enhancing data presentation and communication The primary data sources for this project will be Excel spreadsheets, social media platforms, and analytical software, such as PowerBI and Tableau. The desired insights from this project are specifically: - Analyzing closing prices - Gaining a clear perspective of the stock market trends Ideal applicants for this job should be highly skilled in use of Excel, PowerBI, Tableau, and social media analytics. A keen understanding of revenue performance, stock market trends, and closing price analysis is also crucial. Proficiency in commu...

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    I am in need of a proficient data scraper. The ideal candidate will mine and collate contact details, specifically email addresses, phone numbers, and business addresses. The targeted businesses should be choose through a defined criteria: location and industry. Your responsibility will not stop there. You will also need to compile the acquired data into a well-organised Excel spreadsheet - ensuring information is accurately represented and easy to navigate. A meticulous attention to detail is vital in this role, alongside experience in similar data scraping tasks. Skills: - Experience with data scraping - Proficiency in collating and organizing data - Excellent Excel skills - Attention to detail - Familiarity with Shopify and Zomato pl...

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    I'm in need of a Wordpress expert to set ...Features: • An appointment scheduling system which operates with a calendar view, showcasing available time slots. • Integration with WooCommerece or PayPal to manage payment processing. • Reminder notifications for scheduled appointments. Template Design: • The look should read professional and clean, with easy navigation across pages. Homepage Essentials: • Vibrant display of the services offered by our clinic. • Easy to find contact information. • Detailed information about the clinic. Ideal freelancer will be proficient with WordPress, familiar with WooCommerce or PayPal integration for payment processing and has a great eye for clean and professional design. Previous experience s...

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    I am in need of a professional who can develop a website and accompanying mobile application that functions as a fully functional booking system. Key features that are a must for this project include: - Calendar Integration: The system needs to be able to handle bookings and appointments, therefore, seamless calendar integration is vital. - Payment Processing: As it is a booking system, it is important that the users can make secure online payments. - User Reviews and Ratings: I want to enhance the reliability of the system by including a feature that allows users to leave reviews and ratings. The mobile application must be developed for both iOS and Android, ensuring a wider reach for potential users. I am keen on working with an individual who has prior experience in devel...

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    Web-Based HRMS Development S'est terminé left

    ...comprehensive leave management system is essential for keeping track of employee absences, vacation time, and sick leave. - Payroll Management: The system should be able to handle payroll processing, including the calculation of wages, taxes, and deductions. Integration: I also require the HRMS to integrate seamlessly with our existing systems, including: - Accounting Software: The HRMS should be able to sync with our accounting software to provide accurate financial data. - Time Tracking Tools: Integration with our time tracking tools is necessary for effective workforce management and payroll processing. The ideal candidate should have: - Proven experience in developing web-based HRMS systems - Strong understanding of HR processes and requirements - Familiarity ...

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    **Position**: Email Scraping Specialist **Industry Focus**: Manufacturing, Gas, Oil, and Steel **Location**: Europe (Remote) **Job Description**: As an Email Scraping Specialist, you will be responsible for scraping the internet to gather email contacts from companies within the Manufacturing, Gas...online sources. - Verify the accuracy and validity of obtained email addresses. **Requirements**: - Proficiency in web scraping tools and techniques. - Attention to detail and accuracy. - Familiarity with RocketSearch or similar email discovery platforms (preferred). - Prior experience in email scraping or data mining is a plus. **Payment**: Compensation will be provided at a rate of $10-$20 for every 1000 valid email addresses collected, based on the quality and accu...

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    I'm in immediate need of a Linux expert with advanced problem-solving skills to assist with multiple tasks involving CentOS. - The right professional should excel in troubleshooting and debugging, Linux server administration, and Linux programming. - As the tasks are of an advanced nature, a strong background in Linux systems, particularly in CentOS, is essential. - Prior experience with complex issues is a must. Your challenging role will involve locating and fixing faults, managing the Linux server, and coding in the Linux environment. - If you feel you fit this profile, please apply, detailing your previous similar experience. Your commitment to a streamlined and effective Linux operation will be welcomed here.

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    VBA Excel Automation for Inventory S'est terminé left

    As a business owner, I'm in dire need of a VBA Excel expert to automate key aspects of my inventory management. The primary goal of this project is to create an effective material management system. Task Description: - Automate data entry and generate regular reports - Update inventory levels regularly - Implement an efficient inventory tracking system within the operation Key Feature: The main feature that this project should hold is inventory tracking. Inventory Tracking System: - The inventory tracking should be innovative, able to adjust stock depending on the inventory levels. - Implement an automatic reordering system that triggers when stock is low. This will ensure that the operation runs smoothly without the worry of running low on inventory. Ideal can...

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    Excel Macro to Text File Tool S'est terminé left

    I have a excel of Maharashtra PT it has all macros and all i am able to use it but its outcome from excel the text file am not unable to find

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    I need a skilled Excel data analyst to work on sales data. Requirements: - Experience: Please include your previous experience with similar data analysis projects in your application to be considered. Please submit your bids along with a summary of your experience in this field. I will share the specific data once we are in contact.

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    I have a black and white Excel sheet that dosent look Professional ... I need it to be Colorful and attractive

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    I am seeking a proficient web developer to create a billing website for my business. Key Project Requirements: - Domain Purchase: At this point, I'm uncertain about the domain name, so we may need to discuss a suitable choice. Expertise in this area would be advantageous. - Payment Processing: The website should accept Credit Cards and Direct Bank Transfers. Your knowledge in integrating these payment systems seamlessly is required. - User Accounts: There will be between 100-500 user accounts. Ensure your design can efficiently handle this user load. Ideal Candidate: A successful candidate will have experience in web development, specifically for e-commerce, and a solid understanding of secure payment gateway integration. Expertise in handling websites with a moderate amou...

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    Urgent Data Entry Specialist Needed S'est terminé left

    I need a data entry specialist to compile an Excel spreadsheet database of addresses and opening times relating to approximately 400 branches of the Citizens Advice Bureau. The data will be collected from URLs that I will provide. Ideal Skills and Experience: - Proficient in data entry and Excel - Experience with web research - Attention to detail - Ability to meet tight deadlines - Previous experience with similar projects is a plus This is an urgent project and I need it completed as soon as possible. Thank you.

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    Machine Learning Sentiment Analysis S'est terminé left

    I am looking for a skilled freelancer to analyze the sentiments of the reviews given by the customers in the data and make some useful conclusions. Read ML PROJECT GUIDELINES pdf for full details. Two dataset excel files are given. Project should be done in Sample submission colab notebook. An example project is also given for reference. Complete full project as in the notebook and guidelines. Requirements: - Analyze and categorize sentiments - Visualize the results - Cluster Zomato restaurants into different segments. Ideal skills: - Strong experience in machine learning - Proficiency in data analysis and visualization - Knowledge of sentiment analysis techniques - Familiarity with clustering algorithms

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    Advanced PCB & RF Circuit Design S'est terminé left

    I'm looking for an experienced electronics expert to help design a circuit for a consumer electronics device. Key Tasks: - Advanced PCB Design: This will involve creating a complex PCB layout that can accommodate the circuit's requirements. - RF Ci...this area is essential. Ideal Skills and Experience: - Seeking Electronics Expert with the following skills: Proficient in LTSpice, Multisim, or SPICE. Analog, digital circuit design, power supplies, signal conditioning. Skilled in Altium Designer, Eagle, or KiCad. Knowledge of PCB fabrication processes. Experience integrating optical filters into IR-based devices. Write algorithms for signal processing, and control systems. Microcontroller programming (e.g., Arduino, Raspberry Pi). Design experience with IR-based devices...

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