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    2,000 excel stock price prediction jobb har hittats, med prissättning USD

    ...visually appealing and easy to comprehend. Key Requirements: - The design should be Corporate, aligning with our brand identity. - The specification content that I'll provide must be effectively incorporated and highlighted in the design. - You'll need to source stock photos or graphics that complement the overall look of the datasheet. Ideal Skills: - Proficiency in Word, and experience in creating professional documents. - Strong design skills, especially in a corporate context. - Ability to source and incorporate suitable stock photos. - Good communication to understand and deliver on our specifications. - Previous experience in creating datasheets or similar marketing materials would be beneficial. I'm open to suggestions on the color scheme, as lon...

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    I'm in search of an expert in MS Excel to help me with an advanced task involving formula creation. This project requires knowledge of macros and pivot tables. Your primary responsibilities will include: - Developing and implementing complex formulas in Excel - Ensuring the data is correct and displayed properly - Creating macros and pivot tables - Providing any insights that can help improve the overall process The ideal candidate should have: - Proven experience in advanced Excel tasks - In-depth understanding of macros and pivot tables - Ability to communicate effectively and provide clear progress updates - Attention to detail and accuracy in data analysis and formula creation

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    Functionality: Data Collection: Retrieve historical stock data (price and volume) for a given set of stocks from a reliable financial data provider (e.g., Yahoo Finance, Alpha Vantage). Store the data in a suitable format (e.g., CSV files or a database). Data Preprocessing: Clean and preprocess the collected data, handling missing values and ensuring consistent formatting. Calculate necessary technical indicators, such as moving averages (e.g., 50-day, 200-day), Relative Strength Index (RSI), and trading volume. Technical Analysis: Implement functions to identify bullish signals based on technical indicators, such as: Moving Average Crossovers: Detect when a shorter-term moving average crosses above a longer-term moving average (e.g., golden cross). RSI Oversold: Ide...

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    I'm looking to build a project on the Solana blockchain. The main goal of the project is to be a DeFi platform similar to polymarket.com. The key feature I'm looking to incorporate is price prediction algorithms. Key Points: - Develop a Decentralized Finance (DeFi) platform on Solana blockchain - Incorporate Price Prediction Algorithms as the main forecasting tool - The layout and functionalities of the platform should be similar to Polymarket Ideal Skillset: - Solid understanding of blockchain technology, particularly Solana - Proficient in DeFi development - Experience in implementing Price Prediction Algorithms - Familiarity with platforms like Polymarket and similar forecasting tools This project requires a freelancer with a dee...

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    As a growing company, we've fully set up our QuickBooks Online but it's in need of a thorough review and ongoing management. We're looking for a QuickBooks expert who can help in the following areas on a monthly basis: - Setting up sales and expenses - Managing stock - Budgeting Your responsibilities will involve keeping the system up-to-date, ensuring financial data consistency, and providing insights to support our decision-making process. The ideal candidate for this role would be an experienced accountant with previous QuickBooks Online experience. Knowledge of other accounting tools and financial acumen are also a plus.

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    ... This project is ideal for someone with a good understanding of binary trading and the ability to create a reliable and effective telegram bot. If you meet these criteria, I'm looking forward to your bids. The programmer will use his/her own winning strategy to create the signal generator. Functionality: 1. Robot is telegram base 2. generate signal for OTC and currently peers 3. Perfect prediction rate 4. Robot is telegram base 5. Robot does not automatically place trade 6. robot only generate signal when user request it Martingale Strategy: - We require basic customization of the martingale strategy. Bot generate perfect signal for any of this Broker: 1. pocketoption 2. Olymptrade Skills and Experience: - Proficiency in Python/nodejs programming language. - Experie...

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    I’m in need of an experienced Excel software engineer who specializes in automation. The project revolves around automating data entry tasks in Excel. We are an accounting firm and I am looking to automate my compliance practices. Tasks include 1) rolling forward previous year excel work papers 2) taking information from. Client data sheets (excel) and importing into new excel workpaper workbook 3) data analytics based on metrics 4) hyperlink to source data Ideal candidates should have: - Proven experience with Excel macro programming and automation - Ability to work with numeric and legal data - Strong attention to detail to ensure data accuracy This will be a valuable addition to our workflow. Looking forward to your proposals.

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    ...process for users to create accounts and log in. - Push Notifications: Utilizing notifications to engage with users and keep them updated with the latest offers, deals, and more. - Connected to WordPress Shop: The app should effectively fetch and display product data from the existing WordPress shop, ensuring real-time updates of the product catalog. - Custom Stock Management: Admin should have the capability to manage and update stock information with ease. - Bidding Auction System: A unique feature allowing customers to place offers on products, creating a dynamic shopping environment. - Custom Photo Upload: Customers should be able to upload custom photos from their devices to the WordPress shop. This feature will enhance personalization and engagement. Ideal candidate...

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    I'm looking to build a project on the Solana blockchain. The main goal of the project is to be a DeFi platform similar to polymarket.com. The key feature I'm looking to incorporate is price prediction algorithms. Key Points: - Develop a Decentralized Finance (DeFi) platform on Solana blockchain - Incorporate Price Prediction Algorithms as the main forecasting tool - The layout and functionalities of the platform should be similar to Polymarket Ideal Skillset: - Solid understanding of blockchain technology, particularly Solana - Proficient in DeFi development - Experience in implementing Price Prediction Algorithms - Familiarity with platforms like Polymarket and similar forecasting tools This project requires a freelancer with a dee...

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    ...need an Excel expert to create a comprehensive spreadsheet to track and calculate project costs, revenues, expenses, and profits. Specific calculations required include sum, average, percentage. The Excel sheet should track the following: - Project cost - Project revenue - Project expenses - Percentage of account receivable - Percentage of account paid - How the client paid after tax - Description for the costs - Percentage of the costs - Percentage of the profit before tax - Percentage of account receivable before tax - Date of payment The data presentation in the spreadsheet should be in the form of tables and graphs. Experience with financial data analysis and management is vital. Understanding of cost and profit calculations, as well as capability to implement adv...

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    I'm in need of a skilled professional who can provide me with HD screenshots of successful stock trades made on the Robinhood platform. I will need at least 50 screenshots in total. The screenshots must include the following key details: - Trade date and time - Profit margins - Stock symbols and volume This project requires a meticulous and detail-oriented individual who is capable of accurately capturing and presenting the specified information. Experience with stock trading or familiarity with the Robinhood platform would be advantageous, but not mandatory. Thank you in advance for your help.

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    We are looking for freelancer for technological catalogues redesign and build in adobe indesign. Freelancer should be expert in adobe indesign, photoshop, ilustrator. We provide example project templates in adobe indesign, source data in pdf and excel. Based on source data our catalogue should be created and redesigned as template project. Project should be done in adobe indesign for printing and web

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    PDF to Excel Data Entry 4 dagar left
    VERIFIERAD

    ...file with over 50 pages of data in mixed formats - text, numbers, and tables. The task is to accurately transfer this data into an Excel spreadsheet in a tabular format. Key requirements: - Data entry from a PDF file into an Excel spreadsheet - The data is of moderate complexity, so a good understanding of Excel is needed - The output should be a well-organized and clean Excel spreadsheet Ideal skills for this job: - Proficiency in data entry and working with large data sets - Advanced Excel skills, including the ability to work with mixed data formats - Attention to detail and accuracy to ensure the data is correctly captured - Experience with PDF to Excel data conversions would be a plus Please note that while the task is to transfer data,...

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    I need historical stock prices and income statement data, deliver python script to collect this data for an arbitrary stock from google finance.

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    Excel Tracker for Installer Jobs 4 dagar left
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    --- ### Job Title: Excel Sheet Creation for Job Tracking and Payment Calculation **Description:** I need a custom Excel sheet to help me track jobs completed by my installers, including details about each job, such as dates, customer information, and payments. The sheet should be able to automatically calculate the total number of jobs done and the total payment owed to each installer. **Requirements:** 1. **Job Tracking:** - Columns for the date each job was completed. - Columns for the job details including customer address and account number. - Columns for the installer assigned to the job. 2. **Payment Calculation:** - Ability to input the payment rate per job. - Automatic calculation of the total number of jobs completed by each installer. - Automat...

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    Just a quick bit of help needed in excel macro writing. See attached before and after showing a piece of the original data. and what i neeed the macro to achieve. WHAT IM ASKING If two adjacent cells in column b are equal, then add cells adjacent column c cells, put the result in the first column c cell and remove the duplicate row. AEE ATTACHED png. I need a tailored solution for a data manipulation task within Excel. Specifically, I am looking for an Excel macro that can accurately merge cells based on their adjacency. Essential skills and experience should include: - Expert knowledge of Excel and its macro functionality - Prior experience with data manipulation tasks such as merging cells - Understanding the rules or criteria for merging specificall...

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    Excel Macro Update for Mac 2019 4 dagar left
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    I am looking for an expert who can as...expert who can assess and modify an existing Excel macro for compatibility with Excel for Mac 2019 or later. The current macro mainly handles formatting tasks within the Excel file. Key Requirements: - Assess the current macro's compatibility with macOS - Modify the macro to ensure compatibility with Excel for Mac 2019 or later I don't have a strict deadline for this project, so you can work on it at your own pace. However, I am looking for someone who can get this done efficiently and effectively. Feel free to ask any questions for more information. Ideal Skills and Experience: - Proficient in Excel VBA and macros. - Extensive experience in adapting macros for cross-platform compatibility. - Knowledge ...

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    ...AI assistant with a focus on language understanding and real-time conversation support. Key Features: - Cross-Platform: The app should be developed for both iOS and Android, ensuring a wide user base. - Page Translation: Users should be able to translate live any page on their phone. - AI Assistant: The AI assistant should have the ability to provide information on various topics and should excel in language understanding, helping users with translation in real-time conversations with others. - Live Translation: The app should provide a smooth live translation experience for conversations. Ideal Skills: - Proficiency in React Native for cross-platform development. - Experience in building apps with live translation capabilities. - Strong background in AI development, specifi...

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    I am in need of a freelancer who can accurately convert my PDF files into Excel. The materials consist mainly of printed, electronically generated text. Given the nature of the work, the ideal candidate should: - Be proficient in both PDF and Excel formats - Have an eye for detail to ensure accuracy - Have experience dealing with extensive text documents - Possess strong typing and data entry skills Please bid if you fully understand the tasks and feel capable to deliver high-quality results. Your attention to detail and commitment to accurately completing tasks would make you an ideal candidate for this project.

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    I'm seeking a skilled programmer, proficient in Python, who can develop a trading algorithm according to my exact specifications. The algorithm itself must integrate with the TD Ameritrade platform and take into consideration an array of varying factors such as: - Historical stock prices - Market trends - Earnings reports - The presence of candles twice as large as the previous candle sma cro - Ignoring red and green bars - 8 sma crossing 21 at any time frame - 20 sma crossing 200 at any time frame - 50 sma crossing 200 sma - Double tail bars at any time frame A solid understanding of financial markets as well as a proficiency in developing trading algorithms is necessary. This task is intricate and requires meticulous attention to detail, only experienced developers should...

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    ...The primary task is to ensure that new columns added to the database are correctly displayed in the Excel report generated by the application also fix some minor areas that will discuss in detail Key Responsibilities: - Troubleshoot and fix the issue of new columns not being displayed in the Excel report - Ensure that all relevant data is correctly fetched from the SQL Server 2019 database - Implement a seamless solution that does not affect the overall functionality of the application Ideal Skills and Experience: - Strong proficiency in C# programming language - Expert knowledge of SQL Server 2019, including stored procedures and functions - Prior experience with similar tasks involving Excel report generation from SQL data - Excellent problem-solving skills and ...

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    ...looking for an expert to manage and promote my Etsy shop, as well as open my google business shop. I have an inventory of handmade and unique items, and I need help with both platforms for better visibility and improved customer engagement. Your tasks would primarily include: - Inventory Management: Keeping track of existing inventory, update listing details if necessary and coordinate to replenish stock. Knowledge of Etsy’s listing system is necessary. - Promotion: Create and execute Social Media promotion strategies for both Etsy Shop and Google Business. You should have experience in leveraging different social media platforms for business promotion. Ideal candidate would have prior experience managing Etsy shops and Google Business listings, with proven results in i...

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    For my project, I'm looking for a highly detail-oriented professional with brilliant Excel skills. Key responsibilities include: - Managing and transferring both numerical and textual data in an Excel spreadsheet, ensuring the correct placement into columns marked by letters (A, B, C, etc). - You'll not be required to order the data in any specific way, just transfer into the appropriate columns. Skills & Experience: - Proven record in data entry tasks - Strong Excel skills - Ability to understand and interpret numerical and textual data Looking forward to your bids and kicking into this project soon!

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    Social Media AR Beauty Video 3 dagar left
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    We are a curly hair ecommerce in Italy and we are looking for a AR beauty experience professional to create this type of videos :// We need Someone to add in our team who brings unique set of skills and idea to the table. We only have products pictures so the animate of the product will be recreated from a 'fake 3d' of the .png image You must find the video to use free from copyright so it's need for us for you to have a stock repository like or istock Bind with correct and final price keeping in mind we will need 2 video every month

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    I'm in need of an experienced data entry specialist who can assist in uploading 850 products onto my online store. You will be provided with the necessary product information (description, price, specifications) in the format of Excel/CSV files. Your tasks will include: - Accurate data input of all relevant product details - Verification and correction of any existing data entries - Ensuring all listings are in sync with their corresponding inventory Ideal Skills: - Experience in data entry, particularly e-commerce product listing is preferred - Proficiency in Excel - Attention to detail and accuracy are extremely essential - Fast typing speed with a keen eye for details. Please only bid if you have relevant experience, and can start work promptly.

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    I'm looking for a Filipina social media expert to create engaging and inspiring content for women aged 40 and over. Your main tasks will be to create 2 different posts every Monday, Wednesday, and Friday, and post them 3 times per week across...Content Creation: Ability to create original, inspirational quotes, educational tips, success stories, and motivational posts. - Design Skills: Familiarity with tools like Canva or similar apps to create visually appealing content. Extra Notes: - The content should be 80% original and 20% famous quotes. - You should include a small logo and/or add the owner's name to each post. - Utilize free stock photos 80% of the time to enhance and deliver the message. - The end goal is to deliver content that empowers, educates, and motivates ...

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    I'm looking for a professional who can assist me with the typing of my novel manuscript. Your responsibilities will include: - Accurately typing out my novel - Formatting the typed content into an e-book format The ideal freelancer for this job would be experienced in: - Typing - MS Word - Excel calculations - E-book formatting Having an RS-CIT certificate would be a major plus. The ability to pay close attention to detail and produce error-free work is paramount. Experience in typing and formatting novel manuscripts is highly preferred. Finally, quick turnaround time is necessary for the successful completion of this project.

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    ...with our MobileERP Software with its internal structures like DID. 3. Our following applications will us above camera and upload features with GPS Location storage in sql server database. a. When employee entering attendance when on site or on tour b. When employee on leave to upload doctor certificate c. Labour attendance on site d. Material received on site e. Material issued on site f. stock counting on store, warehouse, site g. Maintenace person enters during failure of machine parts h. Vehicle driver on delivery i. Expense bills by site or travelling employees. g. Invoice / Bills received on site i. All other documents which can be given access to upload or operate our system All above web applications we already have. We will provide ERP filename, ERP Database ...

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    I'm looking for an experienced freelancer who can create an Excel calculator for historical cryptocurrency prices from Binance and Luno. The calculator should also include fiat exchange rates for major currencies such as ZAR/USD bank sell rates Key Requirements: - Retrieve historical price data from Binance and Luno - Incorporate USD, and ZAR exchange rates - Organize the data and create user-friendly interface - Ensure accuracy and reliability of the calculator - Prioritizing the preservation of data privacy Ideal Skills: - Proficiency in Excel and data manipulation - Familiarity with cryptocurrency exchange APIs - Knowledge of major fiat currency exchange rates - Strong analytical and problem-solving abilities Please include your relevant experience in your a...

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    ...(if available ) d) Google map location (if available) after successful registration customer can login and request quotations 3. All the products details like: Product Name, photo, description, features, pdf (data sheet), warranty information, stock (available quantity), sale prices etc. can be uploaded directly through portal and mobile app and also can be uploaded through excel sheet with serial number of all products. 4. Customer can see all the uploaded products and can request for quotation. There is no need to show the available quantity (stock) to customers. 5. Admin can see the requested quotes where the prices and quantity will be reflected of all the products in quotation. Admin can edit the prices manually and can share and download the requested quotati...

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    I would like to see the result statistic in %. Important, when i refresh the excel i always want to see the last 5, last 10 and last 15 results.

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    ...only. (No commercial licenses for stock photos needed). Key requirements include: - Utilization of both stock and available video clips that you source/find. - *** I will provide a detailed list of the types of clips that should be included in the video. *** - Tone: The video should exude an inspirational vibe throughout the entire duration. It should speak to the soul, lifting spirits and encouraging reflection, HOPE, PEACE, JOY. - Color Scheme: The color palette for this video should be bright and vibrant. This choice is intentional, meant to further enhance the uplifting and positive nature of the video. The ideal candidate for this task should possess: - Proficiency in video editing tools and techniques. - Experience in curating and blending stock video cl...

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    I have an excel file, need add product categorie on a column - budget 100€

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    I'm seeking an experienced Amazon account manager to take over and optimize multiple aspects of my Amazon account. - Product Listing and Optimization: Your role will include adding new products to the store, ensuring that listings are well-optimized using SEO and relevant keywords. - Inventory Management: You'll be responsible for keeping track of product stock levels, coordinating with suppliers, and ensuring a healthy inventory turnover rate. - Advertising Campaigns: You'll be tasked with creating and managing advertising campaigns on Amazon, ensuring that they are cost-effective and drive sales. Ideal candidates should have hands-on experience with Amazon seller accounts and possess a deep understanding of e-commerce best practices. Prior experience with produc...

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    I am looking for a freelancer to assist with cleaning and analyzing a small dataset in Microsoft Excel. Key Responsibilities: - Data Cleaning: The dataset includes multiple columns and rows that need to be checked for inconsistencies, errors, and duplicates. - Data Analysis: After cleaning, I need the freelancer to perform basic data analysis to extract meaningful insights from the dataset. Ideal Skills: - Proficiency in Microsoft Excel and experience with data cleaning and analysis. - Attention to detail to ensure the dataset is thoroughly cleaned. - Basic data analysis skills to interpret the dataset and present the findings in a clear manner. Please note that the project does not require any specific tools or methods for analysis, but any experience with Pivot Tables,...

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    ...from Google. We want to increase our platforms to include Bing, Yelp Trip Advisor, and so on... We also want to work closely to get really high ranked backlinks (preferably not a birdwatcher's blog from Siberia with 2 followers). Everything we post is authentic, including pictures, AI and videos. We never want to see a cross-post on another website anywhere in the world of the same picture, no stock photos, only unique pictures and contents. We, as a company will help create a lot of these, it's about creating and establishing a great communication flow to archive high-end results, and there are many apps for that. This is a fulltime position for a person with many years of experience landing companies on the "first page". GBP is way more important as a tool...

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    I'm looking to create a sports prediction website powered by AI and monetized, with minimal interventions needed. The site could be built on WordPress if you want, and I will provide the domain name, hosting, and logo. The website needs to display today's and future games, connect to preferred betting sites, analyze games, capture emails, and remind users to check today's games. I want to use the latest GPT technology or multiple AI models for predictions. The project should be affordable, and I expect detailed recommendations on implementation, including costs and timelines. Ongoing support will be required for updates and maintenance. Let's make this a fun and profitable venture together! Counting on you to build something that looks and works great. I need au...

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    fichier sur Excel reproduire le même identique sur Excel avec calcul automatique

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    Hello, I need complet the Amazon categories catalogue excel in french

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    I'm in need of a freelancer with a high level of proficiency in Microsoft Excel to use conditional formatting over different tabs to help visualize duplications in large sets of numerical data. Ideally, you should not only be skilled in Excel, but also possess a keen eye for patterns and detail. Your job will encompass: - Applying conditional formatting across multiple tabs. - Highlighting duplications in numerical data. - Ensuring easy readability and understanding of the data presented. An understanding of data visualisation techniques would give you a competitive edge for this project. This task will require a close attention to detail and a strong understanding of Excel's conditional formatting tools.

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    I have a small dataset of less than 1,000 rows that requires both data cleaning and formatting. Additionally, I need assistance with data analysis and visualization. This is a one-time project, and I am looking for a skilled individual to handle this for me. Ideal Skills and Experience for this project: - Proficiency in Excel is a must. - Experience with data cleaning and formatting. - Ability to perform data analysis and create visualizations. - Attention to detail and an eye for accuracy.

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    Modify Excel Macro for macOS 3 dagar left
    VERIFIERAD

    I have an Excel file with a macro that I need to be updated for compatibility with Excel for Mac 2019 or later. The current macro's compatibility with macOS is unknown to me, and I need an expert to assess and modify the code as needed. Key Requirements: - Update the existing macro for compatibility with Excel for Mac 2019 or later. - Ensure the modified macro functions correctly on a MacBook Pro 2018 intel OS Ventura. Ideal Skills and Experience: - Proficient in Excel VBA and macros. - Extensive experience in adapting macros for cross-platform compatibility. - Knowledge of macOS compatibility issues with Excel macros.

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    I require an efficient programmer equipped with the crucial skills in Pine Editor coding. The project involves designing a script based on the 'Trading View' platform to automate my stock market trading strategy. The strategy revolves around Multiple EMA (Exponential Moving Average) crossing. For this specific task, a system with three different EMA lines is preferred. Ideal Skills & Experience: - In-depth knowledge of Pine Editor; - Familiarity with Trading View platform; - A fine understanding of EMA and its implementation in trading strategies; - Previous track record demonstrating similar tasks completed. I emphasize clarity and efficiency in the script to enhance my trading decisions. Please, get in touch if you can confidently handle these specifications.

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    ...the process across both instances. Must be able to get Unleashed platform to talk to our clients unleashed account. Providing live stock updates order from one to another live and automating all this. This will need to be completed this week and no later as we have a tight deadline to achieve this. Flow Chart, Shopify Order > Unleashed > (Updates stock levels on clients unleashed as well as our own)> Send order to clients unleashed. Client uploads new stock > updates our unleashed account. Key Tasks: - Inventory Management: Ensure that inventory data is synchronized in real-time between the two instances of Unleashed. This will help in managing the stock levels effectively, avoiding overstock or stockouts, and improving customer satisfaction...

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    I want to make a Incentive structure in the attached excel. I am paying incentive to my staff. I have different types of incentive policy Each Incentive calculation is starting from the month "m" It will be accumulated and the Incentives will be paid on every month of "n" The process will start again and will repeat again. This process will depend upon the value that I am putting in the cells of "m" and "n". You have to correct the formula I have given in the sample or you can make a new formula

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    I have a small project that requires the entry of structured text data. The project will involve: Ideal candidate would have a strong attention to detail, excellent organizational skills, and a background in data entry. Experience with structured data formats is a plus. This should be a fairly quick task, but accuracy is key. I will share you more details in via chat box. Thanks

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    Real-Time Excel to phpMyAdmin Sync 3 dagar left
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    I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.

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    I need a skilled Node.js developer to implement specific changes to my existing color prediction game. Key Requirements: - Modify the game logic: Primarily, I want to change the scoring system. This will require a deep understanding of how the game currently operates and how to adjust it effectively. The new scoring system should enhance user engagement and retention. - Connect APIs from other websites: I need to integrate external services into the game, which will require knowledge of API integration processes. This integration should be seamless and reliable, and will play a crucial role in the game's overall functionality. - Implement JWT token for user authentication - Basic error fixing: There are some minor issues in the existing code that need to be addressed. An att...

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    I am looking for a skilled and experienced professional who can render detailed plans and elevations for my residential construction project. Your task will involve: - Preparing construction drawings that effectively communicate design intent. Your work should be easy to understand and facilitate the building process. - Providing compreh...detailed drawings can be used for accurate cost estimation. Your background in architectural design or civil engineering, coupled with proficiency in CAD software, will be extremely beneficial. Experience in residential construction projects is a must. Please keep in mind the crucial role these drawings play in the project's execution and the importance of accuracy and attention to detail. If you excel at this, you might be the right fit ...

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    1. *Data Collection and Analysis:* Gather historical and real-time cryptocurrency market data, cleaning and processing it for meaningful insights. 2. *Algorithm Development:* Utilize Python's machine learning libraries to create predictive models capable of identifying potential trading opportunities. 3. *Risk Management Integration:* Implement risk mitigation strategies within the algorithm to minimize potential losses during volatile market conditions. 4. *Backtesting and Optimization:* Test the algorithm's performance using historical data to refine and optimize its effectiveness. 5. *Live Testing and Deployment:* Gradually introduce the algorithm to live market conditions, continuously monitoring and fine-tuning its performance.

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