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    ...apply: 1. Advanced video editing skills, being open to feedback and revisions 2. Previous experience working for YouTube channels (faceless channels preferred) 3. Have access to Storyblocks or similar for stock images and clips 4. Creativity to enhance the video by making the script come to live (use of Sound FX, transitions, change in pacing, etc) 5. Ability to follow our instructions and templates given to you (to make help you more easily deliver the product we want) 6. Your final edited product must not receive any copyright strikes via the YouTube content ID system HERE ARE THE STEPS TO APPLY: A. Send me some of your recent work that is either in “how it’s made”, engineering or other niche-related videos, send me 2 direct links to videos you've...

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    Web Application -- 6 Đã kết thúc left

    ...me. The main goal of this application is to extract data from APIs and databases to be used for analysis and reporting. Key features: - The ability to securely and efficiently extract data from multiple sources, primarily APIs and databases. - A user-friendly interface for easy data extraction, potentially with functions like search, filtering, and scheduling. - A robust backend system to effectively handle and process the extracted data. - Data storage solutions to keep the extracted data secure and accessible for analysis. Desired Skills and Experience: - Proficiency in web development, with previous experience in data extraction projects. - Strong understanding of APIs and databases, with the ability to effectively an...

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    ...activities - Integrate the website and dashboard with blockchain technology and smart contracts - Implement data visualization for real-time coin metrics and staking rewards - Ensure top-notch security practices to protect user funds and data Required Skills: - Proficiency in frontend development (HTML, CSS, JavaScript) and modern frameworks like React or Angular - Experience with backend languages (Python, Node.js) and RESTful API development - Familiarity with blockchain technology, cryptocurrencies, and decentralized applications - Understanding of smart contracts and cryptocurrency protocols - Expertise in responsive web design and creating intuitive user interfaces - Knowledge of data visualisation libraries and charting tools - Strong security mindset...

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    ...The report should be generated using a provided HTML template. The report should be pixel perfect as compared to the HTML template with page size of A4. Key requirements: - Proficient in AWS Lambda - Preferably Python programming - Experience in generating PDF documents programmatically - Knowledge of building AWS Lambda functions that are triggered from APIs such as AWS API Gateway or AWS Lambda function URLs - Preference will be given to those with an understanding of creating visually appealing and professional looking PDFs. - Proficiency in HTML and CSS for working with templates - Expertise in PDF generation using opensource tools or libraries - Attention to detail to ensure accurate conversion from the HTML template to PDF format. HTML template and further detail ...

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    Tally to Zoho Books Migration Đã kết thúc left

    We are looking for expert in Zoho Books and Tally. I need to migrate all financial transactions and records from Tally to Zoho Books. - Proficiency in Zoho Books and Tally - Extensive accounting knowledge - Proven experience in data migration, especially financial data - Strong attention to detail I have Tally Data with me. The templates and other details need to be created by user for proper import/transition

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    I'm looking for a qualified freelancer ...for the appointment Considering the constraints of the website, I require a script that can still function proficiently with a limited number of appointment slots. Moreover, it must be programmed to input login credentials. A crucial requirement is that it can bypass or solve captcha verifications, ensuring a smooth booking process. The essential skillset for this project comprises expertise in Python, as the script should be developed in this language. Familiarity with web scraping and script-making is essential. Knowledge of dealing with booking systems or captcha verifications would be a remarkable advantage. The ideal freelancer is able to create an efficient, reliable script that can consistently secure appointments on Almaviva E...

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    I am in need of a developer skilled in Python for a project concerning the creation of a tablet finder application compatible with Windows. The primary feature of this application must be search filters, specifically, those able to find tablets based on their MAC addresses. Ideal candidate would posses: - Proficient in Python - Experience in creating search filters - Familiar with MAC addresses - Working knowledge of Windows compatibility - Detail-oriented and able to work autonomously. The focus of this project is the development of a reliable application that can perform complex searches based on a tablet's MAC address. This is a specialized task requiring detailed and specific skill sets.

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    ...BE DONE THAT IS THE CONDITION) I need a skilled frontend developer to create basic HTML/CSS pages. You will need to integrate these frontend pages with a Python backend. The project involves adding JavaScript for client-side validation and implementing AJAX page transitions. After pressing the 'save' button on one of the pages, the page should transition to the next. The data inputted should be sent to the Python backend for processing. Key Requirements: - Proficient in HTML, CSS, and JavaScript - Experience with client-side validation and AJAX - Prior work experience that showcases your frontend development skills - Proficiency in Python is a must for the backend implementation Please provide me with your relevant past work when you apply for thi...

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    Hello, I need a custom video editing program developed that can spin one video into many with templates. Thank you!

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    for taking BLS algeria appointments for spain visa fast and easy

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    I'm looking for a skilled developer to tweak an existing resume builder software to cater to the needs of senior executives. Key details: - Customization of the sections and layouts is the primary focus of this project. - It should offer a variety of different, professional and innovative layout templates that are geared towards executive-level professionals. Ideal Skills: - Proficiency in resume builder software - Strong understanding of design and layout - Experience in catering to high-level professionals Please keep in mind the potential user of this software is a senior executive, so the design and layout need to reflect professionalism and sophistication.

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    ...with big data capabilities, specifically focusing on real-time monitoring and fraud detection. Key Features: - The system should support real-time monitoring of transaction data. - It should have fraud detection capabilities. - Data visualization to aid in tracking and analysis. - Analytics for evaluating transaction patterns and identifying potential issues. - Smooth Data Pipeline with Realtime streaming for efficient data handling. - API integration with third parties to ensure seamless operation. Target Audience: This platform is primarily aimed at banking and financial institutions, as well as e-commerce companies. Preferred Technology Stack: - Java & Python for the core of the platform. - Big Data technologies for processing...

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    ...will parse, extract, and vectorize content to understand issues. An explainable ML model like LIME will then diagnose the problem and provide steps, code samples, etc to resolve it. The LLM will be RAG augmented based on a vector protocol of a list of sites to augment the LLM. Key Criteria for Success: Robust technical execution that meets core requirements Modular, extensible architecture for flexibility over time Quality, well-tested code delivered on time Clear, prompt communication throughout project Key Components: Text/file ingestion and vectorization Semantic similarity search in Milvus/SPTAG Local post-hoc model explanations Production-ready Flask/FastAPI UI Documentation and usage guides Document Ingestion (spaCy, Beautiful Soup, PyMuPDF): Scrape/ingest docs, extrac...

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    Database App Development -- 2 Đã kết thúc left

    Application code to implement Roomio as a web application in python. You will use the table definition posted at the end of this document.

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    I have a CS-Cart Multi-Vendor site that experienced a severe breakdown following a failed upgrade. This has led to a range of issues from broken layout to persistent error messages. Additionally, after the failed upgrade, the database is out of sync. ...engaging visual template can breathe life into the site. This is vital for user retention and engagement. Ideal candidates for this job should have: - Profound expertise in CS-Cart Multi-Vendor platform. - Strong debugging skills in PHP and MySQL. - Experience in server configuration and security settings. - Solid understanding of user experience principles. - A creative eye for designing visual templates. Looking to establish a long term relationship as I will be needed more maint and features..including getting the mobile versi...

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    I'm looking for a Python expert to help me set up a pipe network simulation and analyze the pressure data for detecting potential water leaks. The primary goal of this project is to simulate a water pipe network and subsequently identify potential leaks using pressure drop analysis. The simulation should be able to model the flow and pressure properties of a complex network of pipes. Key tasks: - Setting up the pipe network simulation using Python - Conducting pressure drop analysis for leak detection - Providing an intermediate level of detail in the analysis report - this should include the locations and estimated sizes of the potential leaks Ideal candidates for this project should have: - Proven experience in Python programming - Understanding of h...

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    I need a proficient Python expert to scrape recipes from a designated website to an Excel sheet. The project needs to be completed as soon as possible. You can use this open-source working scraper Key requirements: - Scraping recipe information (name, ingredients, cooking instructions, nutrition facts) from a specific website. - Outputting the scraped data in a well-organized Excel sheet. Ideal skills for this project include: - Proficiency in Python for web scraping. - Familiarity with scraping data from websites. - Excellent organizational and data management skills for outputting the data in Excel. If you can deliver this quickly and efficiently, please feel free to bid.

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    I am looking for a skilled professional who can design an emulator for Windows platform. This emulator should primarily support the programming language Python, and should be able to cater to users who wish to use Python for completing assignments. Key requirements: - Platform: Windows - Main functionality: Assignment completion tool - Supported programming language: Python Ideal Skills and Experience: - Strong proficiency in software development, particularly in designing emulators - Proficiency in Python programming language - Experience working with Windows platform - Previous experience in developing educational tools or software is a plus

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    ...seeking an experienced data scientist and analyst to support me in improving my business operations through a data-driven approach. The project will involve tackling tasks across data cleaning, statistical analysis, and data structuring and algorithm implementation. Ideal Skills and Experience: - Proficiency in data cleaning and preprocessing to ensure that the data is in its most usable, accurate, and complete state. - Strong statistical analysis and modeling skills to extract meaningful insights and make accurate predictions. - Excellent experience in structuring data and implementing algorithms that are tailored to business needs. Data Sources: - Social Media Data: You should be comfortable working with a variety...

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    I’m seeking a full stack web developer with proficiency in HTML, CSS, JavaScript, Python, Ruby, PHP, Node.js, and React to create a comprehensive hotel booking website. The primary aim of this project is to offer a user-friendly and efficient space for users to book hotels while enjoying a smooth and seamless experience. Features desired include: - Search functionality to enable effortless hotel discovery - Booking management to track and manage users' bookings - Incorporation of customer reviews to enhance customer confidence and choices - Integration of online payment solutions for smooth financial transactions - A Room availability calendar for easy checking of room availability - Multi-language support to cater to a global audience - A chat bot for 24/7 custo...

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    PDF Table Extraction Đã kết thúc left

    I need a skilled freelancer to extract table data from a PDF file. The extracted data will be used for analysis in a Microsoft Excel spreadsheet. Key Requirements: - Extract tables from a PDF - Ensure data quality and integrity - Deliver the data in a Microsoft Excel format Ideal Skills: - Proficiency in PDF data extraction - Strong understanding of table structures - Experience in working with Microsoft Excel - Attention to detail and accuracy is crucial look attached PDF and EXCEL then Bid, start Bid writing PDF and sample attached. So I know you look my file

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    I'm uncertain whether my Windows system already has Python installed. I require assistance to get it up on my system, if it isn't already there. Primarily, I am looking for someone to help configure a Python script that will carry out automatic reservations on a specific website. This role will ideally suite someone with: - Proficiency in Python scripting - Strong understanding of automation using Python - Experience in setting up Python on the Windows platform - Knowledge of web interaction through code, in particular, reservation processes. here is the link to the script and its dependencies. I will need to work with you on zoom live to do this. I have node.js on windows

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    Trophy icon Diverse Visual Elements for Popular Franchises Đã kết thúc left

    ...WH40k, LOTR, Cyberpunk 2077, or The Elder Scrolls. I have attached samples of their style. The name of the project is "Taburete Pentagonal". Here's a detailed breakdown of what I'm looking for: - Profile & Banner Pictures: Design visually appealing and brand-reinforcing profile and banner images that capture the essence of the respective franchises. - Branding & Templates for Social Media: Create cohesive branding materials and templates for social media platforms that embody the themes of Sci-fi, Fantasy, Cyberpunk, and Horror, with a specific focus on Machines & gears. - An image frame; in vertical, horizontal and square formats. These elements should be eye-catching, diverse, and tailored to each franchise's unique visual identity...

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    ...Sagemaker Machine Learning models. Key Requirements: - **AWS Services**: Your primary focus will be on utilizing Amazon S3 and Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - Familiarity with designing architectures for batch predictions and model training/retraining. - Strong understanding of DevOps principles and AWS best practices...

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    I'm on the lookout for skilled blockchain backend developers with proficiency in Python, JavaScript, and Solidity. Your understanding of Ethereum and experience in blockchain will prove to be incredibly valuable. The key features I need you to support in the blockchain backend are smart contracts and the development of decentralized applications (DApps). Ideal Skills and Experience: - Proficient in Python, JavaScript, and Solidity - Experience with Ethereum - Prior work in blockchain development - Knowledge of smart contracts - Proven experience in DApp development Your ability to deliver efficient and secure blockchain backend solutions, that facilitate the execution of smart contracts and the development of DApps, will be crucial for the success of this project.

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    Hi, I am a python programmer and I am trying to learn how to code with the OpenHoldem framework, but since I have very little knowledge of C++, I feel a bit overwhelmed by the huge documentation, for this reason I am searching for someone with experience with OpenHoldem, and who already knows how to play poker to be able to understand what I want my bot to do, and transcribe it in code. I already have a warbot profile so I do not need a full poker bot from scratch. Details: - the bot is going to play spin (3 players) on a poker skin already available in the warbot list - it needs to adapt based on the opponents (I will provide with a list of players against whom it has to change some choices in game) -it needs to base its choices on a few specific decisional processes that I will ...

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    I'm in need of a skilled designer for our YouTube channel. Your task is to create visually appealing green screen templates. The goal is to enhance the visual quality of our interview videos. Key requirements: - Professional & Sleek: The templates should match the channel's theme of professionalism and sleekness. - Subtle & Integrated: The handling of text and graphics should be subtle and integrated, without overpowering the video content. Ideal skills and experience: - Proficiency in green screen design - Prior experience in creating templates for YouTube or similar platforms - Ability to understand and work with a professional and sleek design style - Expertise in subtle and integrated text and graphic placement Your work will play a critical ro...

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    ...mobile platforms and should contain features like customizable templates and image importing. Key features and requirements of this project include: - Mobile platform compatibility: The poster maker should be intended for use on mobile platforms. - Feature implementation: It should possess two main features, 1. Ability to utilize customizable templates, and 2. Capability to import images. - Supported image formats: Importing of JPEG and PNG formats should be seamlessly facilitated. Ideal Skills: Expertise in mobile app development is required, with a profound understanding of integrating the required features aforementioned. Prior experience in creating graphic design tools or similar applications providing customizable templates and image importing will be a hug...

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    ...professional who can help me extract specific data on the results of the Tokyo 2021 Paralympic Games from the official website - The data I require includes: - Athlete profiles - All the results of each competitor - Medal winners The extracted data should be presented in a CSV file format. It should be in a similar format as this dataset on the results of the Olympic games: No specific analysis is needed on the extracted data. Ideal skills and experience for this job include: - Proficiency in web scraping - Experience in data extraction - Expertise in data formatting and CSV files Your professional approach and ability to deliver accurate, complete data will be crucial. Please

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    I need a Python expert with an ability to cover various functionalities as per the need. The project might involve data analysis, web scraping, automation, or could be anything else as per the project requirements. The ideal candidate should have: - Expertise in Python programming and its different libraries. - Experience with data analysis, web scraping, automation. - Strong problem-solving skills. While applying, please share: - Your past work related to Python programming. - Your Python programming experience level. - Detailed proposal of how you can assist in this project.

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    ...seeking a skilled freelancer to automate the process of sending student data to school coordinators via WhatsApp. The task involves parsing a large Excel sheet containing student data, splitting it into smaller sheets based on schools, and sending each school's data to the corresponding coordinator's WhatsApp number. The main tasks include: Data Parsing: The freelancer will need to parse the provided Excel sheet containing student data. The data includes student names, grades, schools, coordinator names, coordinator WhatsApp numbers, and student codes. Data Splitting: The freelancer will develop a Python script to split the large Excel sheet into smaller sheets based on schools. Each smaller sheet should contain data...

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    I am seeking an experienced developer to create a website scraper which is capable of collecting various pieces of data. This savvy tool must be designed to extract from () site: - Text content - Images - Product information - Address - Contact details - Videos It is essential for the scraper to perform its task on a daily basis. Yet, there won't be a need for the gathered data to be automatically integrated into a database. Ideal Skills: - Web scraping - Developing scraping bots - Programming knowledge - Manual data mining expertise Please only apply for this job if you have significant experience in creating web scrapers. This project requires a quick turnaround, so the ability to work under time constraints is key. Let's converse about specific...

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    Panel Data Regression Analysis Đã kết thúc left

    I'm in need of a skilled data analyst to conduct a thorough regression analysis using panel data in R. The primary goal is to understand the impact of one variable on another within a dataset that includes between 6-10 variables. Key Project Requirements: - Utilize panel data: Experience in handling panel data is a must for this project. The ability to understand the nuances of this data type will be crucial for accurate analysis. - Regression Analysis: In-depth knowledge of regression analysis is required, especially in the context of panel data. The ability to extract meaningful insights and estimate the impact of one variable on another is the core task. - Data Interpretation: The successful freelancer will be able to provid...

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    Versatile PSD Template Creation Đã kết thúc left

    We have a number of PSDs we use for news articles - where we paste in a person's photo and another photo. These are essentially templates. Some have designs, some are simple, etc. I need some more of these made - 5 for $35 Samples available to qualified bidders.

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    I'm in immediate need of a Python Django developer. Even though the specific tasks were not outlined, experience in database management, user authentication, and API integration would be advantageous. Whether you have front-end development experience is not crucial, but it could be a plus. The purpose of the Django project has not been specified, but skills that cater to building a website, creating web applications, or backend development for an existing project could be beneficial. Please detail your previous experience, as it is the deciding factor for this job.

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    worked based on templates setup and change color upload 500 product on language change logo and color based business All app will be buy client as per needed I will add multi language app after by from client this is first scope for noe second scop will discuss later and cost will be different that one

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    As a Python Developer with less than a year of experience, I've been actively involved in web development and data analysis. I have particularly worked with Django and Pandas frameworks. I'm now seeking new opportunities where I can further develop my skills, work with experienced professionals, and make meaningful contributions to projects, especially in the web development and data analysis space. Ideal candidates for this project should: - Have a good understanding of Python and its frameworks (Django, Pandas) - Be able to provide guidance and mentorship for a less experienced developer - Have previous experience in web development and data analysis - Be supportive and open to new ideas and approaches

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    I am seeking a proficient data scientist to help me extract and analyze information within the Bangladesh construction industry. This project focuses on market trends, industry analysis, and project specific statistics. This project's primary intent includes: - Uncovering market opportunities - Competitive analysis within the construction sector The findings will be utilized for: - The development of robust marketing strategies - Making data-driven business decisions Ideal candidates should have prior experience in data mining within the construction industry and have a solid understanding of market analysis and project statistics. Previous work within the Bangladesh market would be advantageous.

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    Web Scrapping Đã kết thúc left

    ...freelancer with strong web scraping experience for an exciting and challenging project. We need to gather specific data from multiple online sources and transform it into useful, structured information for analysis. Responsibilities: Utilize web scraping techniques to extract data from selected websites. Automate the extraction process to ensure accuracy and efficiency. Clean and structure the collected data into readable and usable formats. Integrate the extracted data into a database or spreadsheet as needed. Collaborate with our team to understand specific requirements and ensure the quality of the obtained data. Requirements: Demonstrable experience in web scraping using tools like Python (Beautiful Soup, Scrapy), Selenium, etc. So...

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    ...designed to integrate data from various advertising platforms, website activity, CRM, and Marketing Automation Platforms (MAP) to provide a unified view of marketing performance. We require a highly skilled and efficient Data Engineer or Architect who can handle data export processes, model and create tables and entity relationships, and develop an efficient and scalable database within a tight one-month deadline. ### Responsibilities: - Data Integration: connect and streamline data from multiple sources including ad platforms (like Google Ads, Facebook), website analytics tools (e.g., Google Analytics), CRM systems (e.g., Salesforce), and MAPs (e.g., HubSpot). - **Accelerated Database Design:** Design and implement a robust and scalable database that...

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    I'm in need of a professional to create comprehensive brand guidelines. The purpose of this is to maintain cons...Parents and Business professionals - Preference for a designer with experience in audience-tailored brand development - Open to suggestions for color schemes, but please provide a rationale for the choices made - Develop brand guidelines: visuals (colors, typography, imagery, icons) for consistency. - Research market trends, competitor branding, user preferences for informed decisions. - Create templates, design assets following guidelines for consistent, on-brand communication. Ideal Skills: - Branding and Identity Design - Audience Segmentation and Targeting - Visual Styling and Design - Strong Communication Skills - Experience with detailed style guides and bran...

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    I need a proficient Linux developer with a solid understanding of networking and security, and expertise in scripting languages like Bash or Python. The primary task will be troubleshooting and optimizing existing Linux systems. Also, superior skills in server administration and deployment are a requisite for this role. As the project unfolds, communication is critical, but I haven't decided on a reporting frequency at this point. Please provide suggestions on what you've found effective in your experience.

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    Web Scrapper Đã kết thúc left

    I need a web scraper to extract specific data from various websites. The project will involve: - Identifying the necessary data to be scraped - Building a scraper to extract this data Ideal skills for this job include: - Proficiency in web scraping tools - Familiarity with web data extraction techniques - Ability to work with and extract data from various websites Please provide your quote for this project.

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    I have an Excel sheet full of text data that I need typed up. The data is currently in a PDF file, so you'll have to extract it from there. Once the data is in the Excel sheet, it needs to be organized into tables. Key Requirements: - Data entry of text from a PDF into Excel - Organizing text data into tables in Excel Ideal Skills: - Proficiency in Excel - Fast and accurate typing - Attention to detail - Experience with data formatting in Excel Looking for someone who can complete this task in a timely and error-free manner.

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    I'm in need of an expert in Python, HTML and JavaScript programming. I am working on a project that involves developing a software tool. Key tasks involve: - Python programming - HTML development - JavaScript programming The main goal is to develop a high-functioning software tool. The ideal candidate should have expert level experience in all three programming languages. Your proven track record and portfolio of similar projects will help you stand out. This meticulously demanding job needs the best of the best. I am counting on your commitment to detail and your cutting-edge proficiency to produce a highly reliable software tool.

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    Web Scraping of Miravia Sellers Đã kết thúc left

    ...looking for a skilled web scraper who can extract detailed information regarding the sellers on the Miravia website. Requirements: - Extracting Seller Data: The main purpose of this project is to gather information about the sellers on the Miravia platform (). This includes the shop_id shop_name Ivl1_cate_name product_number avg_price shipping_duration company_location phone_number email_address vat_number company_name shop_rating shipping_on_time % followers comments etc. I require 10,000 entries of data I require the data to be well-structured and organized into a CSV or Excel file for further analysis. Skills and Experience: - Proficiency in Web Scraping: The ideal candidate should have extensive experience in web scraping and data extraction....

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    I'm looking for a seasoned Python developer with specific experience in image especially video analysis to create a script that can process a full mp4 video and identify the positions of noise in the video. The idea is to scan the video, locate identify the different type of noises and their value and externalize this findings into a json file Key Requirements: - The script (OOP based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... ...

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    I need assistance in creating a Python script that can dial a number through a VoIP service using the VCDial setup I have. The code should also play a pre-recorded message when the call is connected. The operating system I am using is Windows. Key Requirements: - Develop a Python script that can interact with the VCDial setup for dialing numbers. - Integrate the functionality to play a pre-recorded message once the call connects. - Ensure the script can run smoothly on a Windows environment. Ideal Freelancer: - Proficient in Python programming, with experience in telephony and VoIP setups. - Familiar with VCDial or similar systems. - Able to work effectively on Windows OS. - Prior experience in creating automated call systems or call centers would be a plus. My bud...

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    Trophy icon Create Vue-Templates and place Content (Vue.js) Đã kết thúc left

    This contest asks for ONE page to be converted to our new layout The winner then is chosen and will convert 9 more pages for a total of 10 pages So again please only convert one page now, but if you win you will have to convert 9 more pages! Convert content of ten pages (see list below) to our new layout Attached is our current packageof nuxt-vue-components You use existing components and create new ones. !!Any boldings must be translated from <b> to <strong>, text must be copied correctly!! Any icons and images you use will also be delivered even if copyrighted. We will later replace them. The other 9 urls (DO NOT CONVERT THESE! ONLY THE WINNER WILL) STYLE GUIDE: Good result is (This page is made with the Vue files attached) Deliverables: - Vue-files and asset...

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    ...requires a meticulous approach to data preparation, which is critical for the success of our subsequent modeling efforts. The challenge lies in acquiring as much relevant data as possible for accurate predictions. Project Scope: 1. Preparation Stage: The freelancer will be responsible for identifying and researching all available sources of space debris data, both free and paid. This includes a comprehensive evaluation of data providers to ensure the data's relevance and quality. The output at this stage will be an Excel table summarizing the research, which will include provider names, links to data or registration, pricing (if it is a paid source), additional requirements from the provider, and descriptions of the data. We anticipate id...

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