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    2,000 text scraping python งานที่พบ, การเสนอราคา USD
    Sudoku Solver หมดเขตแล้ว left

    เขียนโปรเเกรม Sudoku ที่สามารถเเก้โจทย์ Sudoku ที่ user inputโดยไม่ใช้ library ที่เกี่ยวกับ constraint(CLD(FD) library) เขียนโดย backtracking เเละเชื่อมกับ UI โดยใช้ python

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    Modelling, Simulation and Optimisation -- 2 หมดเขตแล้ว left

    สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

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    Modelling, Simulation and Optimisation หมดเขตแล้ว left

    สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

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    Data Mining หมดเขตแล้ว left

    สวัสดีค่ะ รบกวนสอบถามหน่อยนะคะ พอดีจะให้ช่วยวิเคราะห์งานเพิ่มเติมหน่อยนะคะ แต่ทำในส่วน code python ไปบ้างแล้วนะคะ

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    Speech to Text หมดเขตแล้ว left

    Implement pocketsphinx for Android application

    $185 (Avg Bid)
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    ShiftScale Digital is seeking a highly skilled and detail-oriented Product Data Management Specialist to join our team. The ideal candidate will be responsible for managing product data imports, edits, updates, and more for Shopify and WooCommerce sites. This role requires expertise in efficiently managing a...detail-oriented Product Data Management Specialist to join our team. The ideal candidate will be responsible for managing product data imports, edits, updates, and more for Shopify and WooCommerce sites. This role requires expertise in efficiently managing and manipulating data in Excel, building out product catalogs, and creating relationships between products. The candidate should also be proficient in scraping data from vendor websites and formatting it correctly for websit...

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    I require a talented freelancer to construct a text-based logo, along with an engaging introduction focused on emphasizing my company's mission and values. Additionally, I'm looking for the concept and design of formal business attire. Requirements: - Aesthetic and definitive text-based logo design. - Draft an introduction with captivation, mirroring our mission and values. - Original and professional designs for formal business attire. Ideal Skills: - Extensive experience with logo design and typography. - Excellent written communication for the introduction. - Creativity and expertise in formal attire design. - Understanding of the apparel industry's current trends. - Proactive, innovative and deadline-oriented. And providing the type of logo we nee...

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    I'm looking for an experienced Python coder to tackle two key aspects of my project - data analysis and automation. Here's a breakdown of the requirements: - **Data Analysis**: The primary task involves analyzing datasets in CSV format. The selected candidate should be adept with NumPy, able to make sense of the data and derive meaningful insights. - **Automation**: The second crucial aspect is automation. I'm looking to automate certain processes in my project that involve database queries. Proficiency in Django will be necessary here. Ideal candidates for this project would have: - **Strong Python Skills**: You should be well-versed with working on data analysis and automation tasks using Python. - **Experience with NumPy & Django**: Proficienc...

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    ...Key Skills & Experience: - Strong proficiency in C++ - Extensive experience with the QT framework - Excellent User Interface (UI) design skills - Knowledge in Python and 3D will be a plus The main function: 1: Windows platform, jointly developed by QT+python. 2: Communicate with hardware devices through serial port/Ethernet. 3: Support MODBUS-485, TCP, UDP and other communication protocols, with 1ms cycle response. 4: Support hardware parameter configuration, multi-channel data analysis, storage, data playback, and support real-time data curves at different communication rates. 5: Supports local and cloud dual storage. 6: Port a Python data analysis open source library (provided by us), which needs to display the analyzed data in the form of a 3D model. The m...

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    I am in need of a skilled Full Stack Python Developer to primarily focus on back-end development tasks. The main areas of focus include: - User Authentication & Authorization: Implement a secure user authentication system to ensure data integrity and user privacy. - API Development & Integration: Develop new APIs and integrate with existing ones, for seamless communication between various components of the platform. - Data Processing & Analytics: Implement robust data processing and analytics functionalities to make informed decisions and gain insights from user interactions and other data sources. You will also be responsible for: - Payment Gateway Integration: Integrate payment gateways to facilitate transactions within the platform. - Social Media Integration: Imple...

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    I'm looking for a skilled Excel professional to clean a text-based dataset for me. The dataset is not massive, but it's quite messy. The data cleaning task is relatively straightforward and basic. You'll have to perform operations such as removing duplicates and adjusting formats. Ideal Skills and Experience: - Proficiency in Excel: You should be comfortable working with large datasets in Excel, including applying formulas and functions. - Data Cleaning Expertise: Prior experience in cleaning text data is a major plus. - Attention to Detail: The devil is in the details; I need someone who won't overlook small nuances in the data set. Once the data is cleaned, I'll need you to carry out some basic analysis on it. This will involve running some sim...

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    Multi-Platform Concert Ticket Bot 6 วัน left
    ยืนยันแล้ว

    I'm in need of a concert ticket bot that can operate on several platforms, including Ticketmaster, Live Nation, ThaiTicketMajor, and BookMyShow Malaysia. The ideal bot should be able to perform sev...solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes the queue The bot should be smart enough to navigate through the ticketing process of these platforms and complete the purchase. Experience in web scraping, automation, and ticketing bots, as well as knowledge of the mentioned platforms, is a must. If you can build a robust, reliable bot that meets these requirements, I'd lo...

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    I'm seeking a skilled developer proficient in Python to build an advanced trading bot. The bot should be compatible with TradingView and capable of the following: - Generating buy and sell signals based on specified trading strategies - Implementing stop loss and take profit orders for risk management - Adapting to customizable trading strategies - Actually executing trades and proving profitable over time The ideal candidate should have: - Profound understanding of trading principles and market dynamics - Solid experience in developing trading bots and implementing complex trading strategies - Proficiency in Python and experience in integrating with TradingView - A track record of building successful, profitable trading bots This project is a great opportunity for s...

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    Expert required for MS Active Directory Metadata Capture 6 วัน left
    ยืนยันแล้ว

    Looking for a Python & Active Directory Expert to create a script and test data to capture all meta data linked to and which describes the confined parameters of an AD account, group policy etc. and export to a MS Excel File. More information attached.

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    Conversion of MATLAB Application to Python 6 วัน left
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    ...GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with GUI development in Pyth...

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    I need assistance in copying text content from my smartphone and pasting it into the appropriate place. Key Requirements: - Copying text from my smartphone- The texts are not in a document but on my phone. A good understanding of how to copy and paste from a phone is essential. - Paste into the appropriate location- The text will need to be pasted into the correct place, whether it be a website, document, or elsewhere. Time Expectation: - I am looking for someone who can assist me part-time. This means the job doesn't need to be completed all at once. A longer-term arrangement is possible if the collaboration is successful. Ideal Skills: - Understanding of basic phone functions - Strong attention to detail - Ability to follow instructions accurately If you ...

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    Python PDF Translator with Format Preservation 6 วัน left
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    ...seeking a skilled Python developer who can help me with a critical task: Translating PDFs. The challenge here is to make sure that the translated content in the PDFs maintains the exact same format and layout as the original documents, without any alterations. Key Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience...

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    I'm in need of a creative and innovative logo expert who can design a compelling text-based logo for my brand. The logo must convey a sense of innovation through its design. Key requirements: - The logo should be primarily text-based, ensuring that the brand name features prominently within the design. - The design should embody a sense of creativity and innovation, resonating with a target audience that appreciates forward-thinking brands. - The logo must be suitable for online use, enhancing its visibility and appeal on websites and social media platforms. Ideal candidates for this project should possess: - Proven experience in designing text-based logos - A strong portfolio that demonstrates creativity and innovation in logo design - Understanding of the nuan...

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    HTML FILE Table Extraction Using Python Pandas and BS4 6 วัน left
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    I have written a Python code to extract a table from an HTML file. I need an expert in Python, Pandas and BeautifulSoup4 to review and make minor adjustments as necessary. The purpose of the table extraction is for data analysis. The HTML file has multiple tables with some nested elements, not overly complex. Key Requirements: - Need an expert in Python programming - Familiarity with Pandas and Beautiful Soup - Experience in data analysis The job mainly involves reviewing the existing code, fixing any issues that may hinder the data extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required, just fixing the current code. --- name "iXBRL" , inside folder contain multiple html file...

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    Custom SaaS Website with AI Chatbot 6 วัน left
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    I'm looking to develop a Software as a Service ...integration. - An AI Chatbot with capabilities for information retrieval and analysis. - An OCR (Optical Character Recognition) system. - Both Frontend and Backend development are necessary. - Seamless integration of the AI chatbot, OCR, and payment processing into the website. - A well-documented API to allow for future expansion. The ideal candidate for this project should be proficient in Python (Django/Flask), laravel, node js, vue js, AI programming, and API development. Experience with building SaaS platforms, payment processing integration, and chatbot development would be a great advantage. Accuracy, scalability, and security are top priorities for this project. Immediate availability and good communication skills are ...

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    I have a significant number of handwritten documents that need to be typed. The typed content will be used for data analysis. Key Skills and Experience: - Proficiency in accurate typing - Experience in handling handwritten materials - Strong understanding of data analysis Your role will essentially involve transcribing the content from these handwritten documents into a digital format. It is crucial that the data is typed accurately and with minimal errors. The typed data will be used for analysis, so the freelancer should ensure that the content is easily readable and properly formatted for data analysis purposes. This project is ideal for someone who has experience with data entry, accuracy in typing, and understanding of the importance of clean data for analysis.

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    I have a project that requires purely text data entry. I have a set of handwritten notes which need to be entered into a spreadsheet. Key Requirements: - The data is text-based, and it's crucial that the freelancer can transcribe this accurately and efficiently. - Proficiency in using spreadsheet software like Excel or Google Sheets is a must. Ideal Skills: - Fast and accurate typing skills - Proficient in using spreadsheet software - Experience with data entry, especially from handwritten sources

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    I am seeking an experienced Python developer with a proven track record in working with the Scrapy framework. The primary goal of the project is to handle data extraction from websites, dealing particularly with nested or hierarchical data. Key Responsibilities: - Collaborating with the team to define the scope of the project and identify the data requirements. - Design and implement data extraction scripts using the Scrapy framework. - Handle complex, nested or hierarchical data structures. - Ensure the accuracy and efficiency of the data extraction process. Ideal Skills and Experience: - Proven experience in Python development. - Expertise in working with the Scrapy framework. - Strong understanding of web technologies and data structures. - Excellent problem-solving and ...

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    In need of a skilled professional to develop a RESTful API using Python. The API should be designed to handle multimedia data. Ideal Expertise: - Proficient in Python programming. - Thorough experience in RESTful API development. - Should specifically be adept in dealing with multimedia data handling. - Great problem-solving skills. - Conduct testing ensuring optimization and compatibility. Transparency, communication, and attention to detail will be crucial for this role. A fast turnaround will be appreciated without compromising on quality. If you have what it takes to handle this job, I welcome you to make your bid.

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    TouchDesigner Python Email Video Script 6 วัน left
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    I'm looking for a skilled TouchDesigner and Python developer to create a script for automatically sending MOV videos as email attachments. Key Requirements: - Design and develop a Python script for TouchDesigner that can attach MOV videos to outgoing emails. - Ensure the script is robust, reliable and can handle various video sizes. - Email content doesn't need to be customized for each recipient, so a standard email template is sufficient. - Mail input from user side Your role will involve: - Understanding the project's requirements and the specific constraints of sending MOV videos via email. - Creating the necessary Python script within the TouchDesigner environment. - Testing and refining the script to ensure it performs reliably across different e...

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    Python Scraping Specialist Needed 6 วัน left
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    ...need of a Python expert, specializing in web scraping. I require someone who can proficiently extract data from various websites. The specifics of the data may vary from text content, images, links, to contact information. Your key responsibilities will include: - Writing effective and efficient Python scripts to scrape data - Ensuring the data is extracted accurately and in a structured format - Delivering the data in a timely manner The ideal candidate should have: - Proficient experience in Python and web scraping - A strong understanding of data extraction techniques - Proven experience in handling and parsing a variety of data types - Excellent communication skills and the ability to meet deadlines Please be prepared to provide exampl...

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    laravel Software Debugging and Customization 6 วัน left
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    I'm urgently in need of a software developer who can help me fix some bugs in my software and make some necessary adjustments to the code. Key Requirements: - Debugging: You should be experienced in identify...software developer who can help me fix some bugs in my software and make some necessary adjustments to the code. Key Requirements: - Debugging: You should be experienced in identifying and resolving bugs in software. - Code Customization: The project may require some customization of the code to ensure it meets my requirements. Your experience with software development, particularly with Java, Python or C++, will be highly regarded. The project is quite urgent, so I'm looking for someone who can start immediately and deliver fast, but without compromising the ...

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    I'm looking for a skilled and reliable data entry specialist to assist with a record keeping project. The task involves transcribing handwritten notes into digital format. Key Responsibilities: - Transcribing handwritten text notes into digital format while maintaining accuracy and attention to detail. - Ensuring the data is organized and stored appropriately for efficient record keeping purposes. Ideal Skills and Experience: - Proficient in data entry with a preference for experience in transcribing handwritten text. - Attention to detail and accuracy in transcribing to ensure the data is correctly entered. - Familiarity with record keeping practices is a plus. The role needs someone who is detail-oriented, reliable, and able to work efficiently. The goal is to smoo...

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    I have a significant number of handwritten documents that need to be typed. The typed content will be used for data analysis. Key Skills and Experience: - Proficiency in accurate typing - Experience in handling handwritten materials - Strong understanding of data analysis Your role will essentially involve transcribing the content from these handwritten documents into a digital format. It is crucial that the data is typed accurately and with minimal errors. The typed data will be used for analysis, so the freelancer should ensure that the content is easily readable and properly formatted for data analysis purposes. This project is ideal for someone who has experience with data entry, accuracy in typing, and understanding of the importance of clean data for analysis.

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    I'm looking for someone to convert a PDF documen...document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transfer - Attention to detail to ensu...

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    I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deliver quality wo...

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    I'm looking for an experienced hacker who specializes in database scraping to assist with lead generation. My main aim is to get detailed contacts to grow my business. - Specific Tasks: - Database scraping - Extract contact details - Contact Information: - Email addresses - Phone numbers Ideal candidates should have previous experience in the field. Proficiency in data mining and scraping is a must, along with an understanding of lead generation strategies. Strong grips and successful track records on obtaining accurate contact details are key to perform this job efficiently.

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    Text Data Entry to PDF 6 วัน left

    I am seeking a data entry specialist to help enter less than 100 pages of text data into a PDF. Your role will involve: - Accurately inputting provided text data - Organizing data effectively within the PDF Ideal candidates for this job should have: - Excellent data entry skills, focused on accuracy - Proficiency in dealing with PDF file formatting - Able to handle text data with excellence Please ensure that all rules and formatting guidelines are adhered to. Attention to detail is critical, as ensuring data accuracy is a key requirement for this project.

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    PHP SQL - Linux Debian SSH - DevOp Server Code Maintainer 6 วัน left
    ยืนยันแล้ว

    ...is about algorithmic auto-investing trading on world wide's financial market. Fixed Rate Job Paid based on success delivery per country. $10/country. Make about 5-10 API/country for installing python, setting SQL for our applications and Google Sheet. For each country may need API for such as : 1. Historical Data 2. Financial Scrapped Source 3. Financial Summary Scrapped Source 4. Interest rate 5. Some More Required Skill & Experience : 1. Php & SQL 2. Familiar with python installing & setting up environments 3. Experienced in Linux Debian & LNMP server by SSH 4. You need to know on how to run python scripts on debian by ssh, and setup cron task on debian, and debugging etc Personality's Criteria : 1. No toxic working environment 2. Agi...

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    Text Data Entry -- 2 6 วัน left

    I have a large amount of text data that needs to be entered into a digital format. I'll provide you with the data and you'll have no specific deadline for this project.

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    Python Email Sentiment Analysis & Classification 6 วัน left
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    I'm seeking a Python expert to delve into a specific set of emails and tackle both sentiment analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in ...

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    Text Data Entry -- 2 6 วัน left

    I have a large amount of text data that needs to be entered into a digital format. I'll provide you with the data and you'll have no specific deadline for this project.

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    I'm looking for a skilled programmer to help me convert my invention into an app for iOS and Android devices. It is preferred that you're located here in SAN DIEGO, CA...however it's not absolute. Key requirements: - I'm open to the programming language, so your expertise in Python, Java, or C and C ++ would be beneficial in guiding the decision. - The main functions the app should possess are user authentication and data storage. I will require a Non Disclosure Agreement [NDA] to proceed with details of the invention. If you've got experience in app development [Coding] and can help me bring my invention to life on mobile devices, please reach out. Looking forward to working with you! Thanks, Mike

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    Project for Jonathan G. 9 วัน left

    Hola, quisiera aprender a desarrollar en Odoo. Necesito un profesor de Odoo, serían unas 3 sesiones semanales de 1 hora. Tengo conocimientos básicos de Python, y de creación de módulos en Odoo. Si te interesa por favor respóndeme con el precio que me cobrarías por hora.

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    Raspberry Pi & Servo Motor Automation Project 6 วัน left
    ยืนยันแล้ว

    We are seeking an experienced skilled R...experienced skilled Raspberry Pi developer for an exciting machine workflow using Raspberry Pi and servo motors. The project involves developing software for control, and integrating the Modbus TCP/IP protocol. The successful candidate will demonstrate expertise in Python programming, servo control, and Modbus communication. Phase 1: Set up the Raspberry Pi 4b to control servo motors and configuring communication with the Panasonic Minas Driver and Panasonic Servo Motor. Install Modbus server software and develop custom Python scripts for Modbus communication and servo motor control. Phase 2: Control Iron Core Linear motors and configuring communication with the Mitsubishi Driver . This can turn into a long term project for the...

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    I'm looking for an experienced developer to help with real-time text data scraping via API and management using BeautifulSoup. This project is primarily focused on retrieving text data and storing it in a database. Key Responsibilities: - Implement an API scraper to continuously retrieve text data in real-time - Utilize BeautifulSoup for data extraction and management - Develop a robust database to store all the scraped text data The ideal candidate should have: - Proficiency in Python programming language - Strong experience with API scraping and BeautifulSoup - Previous work involving real-time data scraping - A good understanding of database management It is important that the data scraping runs seamlessly and accu...

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    Python Data Analysis File Fix 6 วัน left
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    I have a Python file that was running fine last night for data analysis purposes. However, after trying to upload the '' file to GitHub, I encountered an error due to the file size being too large for GitHub. I need to get the Python file running again, but with the '' file stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically using GitHub - A...

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    Wordpress + python 6 วัน left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    Wordpress and python developer -- 2 6 วัน left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    Wordpress and python developer 6 วัน left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    I'm looking for a skilled photo editor who can remove the existing date from a picture and insert a new one, as well as incorporate a text or logo to the image. Key Requirements: - **Date Replacement**: You'll need to completely remove the old date from the picture and add a new one in its place. - **Text or Logo Placement**: The text or logo should be elegantly placed on the image, in a manner that doesn't overshadow the main subject. Ideal Freelancer: - Proficient in photo editing software like Adobe Photoshop or GIMP. - Experienced in working with image manipulation and text overlay. - Attention to detail to ensure a seamless blend of the new date and the existing image.

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    ...can create a bot that will be used for automated trading on Binary.com. Key Functionalities: - The bot will be designed to execute trades based on predefined strategies. This means it should be able to analyze market conditions and place trades automatically as per the set strategy. Ideal Skills and Experience: - Proficient in Python: Since Python is my preferred programming language for this bot, you should have demonstrable experience in programming with Python. - Knowledge of Binary Trading: A good understanding of binary trading platforms and how they operate is a considerable plus. - Experience with Automated Trading: Prior experience in developing bots for automated trading is highly preferred. - Familiarity with : Given that the bot will be used on , e...

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    I'm in need of a reliable professional to conduct text data entry for magazine advertisements. The successful freelancer should have: - Strong attention to detail - Proficiency in English - Prior experience in data entry, particularly with swift and accurate text input While not required, experience with magazine ad placements could also be highly beneficial, as the task involves inserting advertisements directly into a magazine. However, please note the specific magazine has not been disclosed at this point. Applicants without such specific experience but with proven data entry skills are still encouraged to bid.

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    UDP/IP NETWORK PYTHON EXPERT 6 วัน left
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    .The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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