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    2,000 multiple linear regression python proiecte găsite, la prețul de USD
    Python project S-a încheiat left

    Buna, Intelligent Bee Web este o companie de web development fondata in Iasi si cautam in prezent colaboratori project based pentru proiecte in Python. Am dori sa stim daca esti interesat si disponibil. Astept raspunsul tau pe email la adresa alina@intelligentbee.com. Multumesc!

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    Platforma gaming - repost S-a încheiat left

    EN : A program that makes a tunnel between multiple computers. The program will be developed for a game called Warcraft 3 - It helps users to find the localhost range of play. The platform will have a database, but the target must be placed on the connection between users with jocu. kind of game is client server and connect to it. If the project out well. Creator will receive money every time you make an adjustment. RO: Un program care face un tunel intre mai multe calculatoare . Programul va fi dezvoltat pentru un joc numit warcraft 3 - Acesta ajuta useri sa se gasesca in localhost game al jocului. Platforma va avea o baza de date, dar tinta trebuie pusa pe conexiunea dintre useri cu jocu . un fel de server si jocul e clientul care se conecteaza la el. Daca proiectul i...

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    I'm looking for a skilled professional with a strong command of PowerShell, Python, and YAML, who can bring substantial DevOps CICD experience to my project. Key tasks include: - Automating scripts - Provisioning infrastructure - Managing configurations The project will operate across both Windows and Linux platforms. Experience working with these operating systems is necessary. I prefer to use Azure DevOps and Github Actions as tools for this project, so familiarity with these is advantageous. I look forward to connecting with professionals who demonstrate a clear understanding of these specific project requirements.

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    I am looking for an experienced Python developer to analyze the WebSocket responses of a web page that tracks shopping discounts and analyze the products with a certain discount. I need the products with the specified discount rate to be automatically transmitted to a Telegram channel with the name, link and discount rate information. Required skills and experience: • Fluent in Python. • Experience with WebSocket technology. • Knowledge of Telegram bot/API to establish channel communication. • Proficient in data extraction, specifically text data. Your responsibilities: • Review and understand the WebSocket responses structure. • Develop a Python program that efficiently extracts text data from the WebSocket responses. • Ensure ...

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    I'm looking for a skilled Python developer to build a program leveraging the Gemini AI. Basically the requirement is to create a Function calling python code. I have the python code with me. The ideal candidate will have experience working with Gemini and in-depth knowledge of data analysis and automation. The program's core functionalities should be: - Data analysis: analyze text articles in detail. - Automation: automatically respond to a set of predetermined questions based on the article analysis. Specific tasks should be: - Analyzing article text for responses to a variable number of questions (minimum 4, maximum 10) - Executing automation of the question-response workflow using Gemini API key. Candidates with experience in Gemini function calling. ...

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    I'm in need of an experienced Python developer to build a visual question answering system. Key project requirements include: 1. The system must be able to take in an image and a question and produce an explanation and answer for it. 2. I specifically chose Python as the preferred programming language for this project. Therefore, your proficiency in Python programming and related libraries is crucial. 3. The system should provide explanatory answers in text format. Your experience in Natural Language Processing (NLP) and building similar systems that generate written response will be highly regarded. 4. The dataset to be used for this is GQA-REX and VQA-E 5. Create a relationship between the answer and explanation to maintain consistency. 6. Training and testi...

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    ...Project Management * Resource Planning * Client Management Specific functionalities should include: * Dashboard: to monitor and control all activities efficiently * Staffing: to manage resources effectively * Projects: to manage different ongoing projects * Timesheets: to track work hours and performance * Holidays: to manage leaves and availability * Invoices: to manage billing and payments * Multiple Report Generation: for diverse insights and forecasting * Payroll: to handle employee compensation Experience with SaaS development and a comprehensive knowledge of ERP systems for design firms will be highly appreciated. Your creativity and innovation will be a key element in building a user-friendly and efficient interface as well as a smooth backend. Partner with us to build ...

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    I'm seeking a professional with exceptional skills in linear optimization to promptly minimize the cost of a particular project. Since cost minimization is the main objective, I require a high level of proficiency and experience in this area to achieve the best possible results. Despite the fact the constraints were not specified for this operation, adaptability is essential given the unknown elements. It's vital that you as the solver take this into account and ensure that possible scenarios are factored into the optimization process, be they budget, time or resource constraints. Please note, this project is time-sensitive and needs to be completed immediately. Ideal Skills and Experience: - Proficiency in linear optimization - Strong problem-solving abilities -...

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    Mình cần xây dựng code hoặc tool có thể tích hợp vào python để chuyển đổi file văn bản từ latex sang word (.docx) mà vẫn giữ nguyên định dạng, có thể chuyển trực tiếp từ latex sang word hoặc chuyển gián tiếp từ pdf sang word cũng được.

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    ...Planning * Client Management Specific functionalities should include: * Dashboard: to monitor and control all activities efficiently * Staffing: to manage resources effectively * Projects: to manage different ongoing projects * Timesheets: to track work hours and performance * Holidays: to manage leaves and availability * Invoices: to manage billing and payments * Multiple Report Generation: for diverse insights and forecasting * Payroll: to handle employee compensation Experience with SaaS development and a comprehensive knowledge of ERP systems for design firms will be highly appreciated. Your creativity and innovation will be a key element in building a user-friendly and efficient interface as well as a smooth backend. Partner with us to build ...

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    Python Model Creation 6 zile left
    VERIFICAT

    I'm urgently needing an expert in Python programming alongside strong understanding of artificial intelligence to build a predictive model. The key details include: - Utilizing free datasets for the model build - Focusing on generating an AI model for prediction, although the domain isn't specified, a general application would be ideal - Pushing for an ASAP completion time Ideal candidate would have experience in: - Development of AI models particularly prediction models - Proficiency in Python programming - Ability to work on short timelines - Familiarity with sourcing and implementing free datasets.

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    Trophy icon D-Com Modern Logo Design 6 zile left

    Looking for a talented graphic designer to create a modern, eye-catching logo for my company D-Com. Please refer to the project brief for more details. Key Project Requirements: - Deep understanding of brand identity design - ...of brand identity design - Proven experience in logo design, preferably with portfolio examples - Ability to interpret creative brief descriptions - Familiarity with design software and technologies (such as InDesign, Illustrator, Photoshop) Preferably, the logo should use colors as indicated in the project brief. Please provide multiple design concepts to choose from. Selected designs will require final delivery in various file formats and sizes to suit multiple application needs, including web and print. I look forward to seeing your creative ...

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    For this bespoke venture, I'm searching for a talented programmer who is proficient in either Python or C++. batch understanding is a must! The primary task involves: - Developing a new API key login system with a focus on implementing access control and permissions. This calls for deep understanding of SQL and batch. Ideal skills/experience include:- Hands-on experience in SQL, batch, and either Python or C++ for backend programming. - Demonstrated skills in developing and maintaining API key login systems. - Proven knowledge in creating permission-based access controls within systems.

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    I'm seeking an experienced SQL Developer with proficiency in Python or C++. This role involves creating an API key login system with basic features to my batch written software. The database system in use is MySQL, but if you want to change it we can talk over it. Your tasks will include: - Developing a secure API key login system - Conducting batch processing in MySQL environment Ideal candidates will have: - Proficiency in Python or C++ - Deep understanding of MySQL - Experience with creating basic API key login systems - Strong background in SQL development - Good knowledge in batch Please place your bid with examples of similar work done in the past.

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    First of a series of videos We are Education abroad consultants based out of Mumbai,India. We want to run video based ads on instagram. The link below gives the video with a green background. You are expected to replace that green background with suitable effects...background. You are expected to replace that green background with suitable effects and make an attractive instagram ad out of it. You can decide the background based on the content that is spoken in the video. The company logo is also attached to this post in cdr form. Kindly place that logo in the back ground throughout the video. we are looking for a longterm relationship as we will be doing multiple such videos throughout the next 6 months.

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    ...seeking help with a specific bit of the task that's giving me a challenge, namely calculating precision in the BLEU score code. I have already finished the majority of the work and anticipate the required fix will take less than an hour to complete. This project is a step-by-step navigation process on a Python notebook. The specific qualifications needed for this job are: • Proficiency in Python programming. • Familiarity with Natural Language Processing. • Proficient in working on Python notebooks. • Knowledge of the NumPy and SciKit-Learn libraries. Your task will be to: • Review and understand the current code implementation. • Identify and correct errors in precision calculation for the BLEU score. • Test the implementa...

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    I'm looking for an expert in signal transformation, specifically using Wavelet Analysis and Fourier Transform, to develop code that converts body temperature measurements into heart rate. The temperature readings are currently in csv files with multiple temperature readings over time. Looking for a code output in either R or Matlab (preferrably R). - Skills Needed: Proficiency with signal transformation techniques, specifically Wavelet Analysis and Fourier Transform. Experience in coding for research purposes is also desirable. Please only apply if you actually have the above skills required - not interested in applicants if they have another skill set.

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    I'm in need of a proficient coder who can develop a Python script that can scrape product data from multiple e-commerce platforms. Here's some crucial information about the project: • Websites to Scrape: While I did not provide specific platforms in the questionnaire, I mainly focus on Amazon, eBay, and Walmart. • Information Expectation: The proposal should demonstrate your proficiency and dedication to my project. I'm interested in ways you successfully crafted similar scripts in previous projects and how your skills and experimentation can help me solve my problem. • Data Structure: At this moment, I don't have a specified structure or format for the scraped product data. If you have any preferred effective methods or structure you ha...

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    I'm in need of a proficient coder who can develop a Python script that can scrape product data from multiple e-commerce platforms. Here's some crucial information about the project: • Websites to Scrape: While I did not provide specific platforms in the questionnaire, I mainly focus on Amazon, eBay, and Walmart. • Information Expectation: The proposal should demonstrate your proficiency and dedication to my project. I'm interested in ways you successfully crafted similar scripts in previous projects and how your skills and experimentation can help me solve my problem. • Data Structure: At this moment, I don't have a specified structure or format for the scraped product data. If you have any preferred effective methods or structure you ha...

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    I'm seeking an experienced Python developer, schooled specifically in AI. Essential skills and expertise include: - Proven experience with Python and AI projects - Experience in Finetunning a LLM - Ability to work quickly and efficiently under time pressure The task in hand involves a crucial automation project, requiring a razor-sharp focus and commitment to deliver promptly due to the completion requirement. If you're the Python guru who thrives when the stakes are high, I'm eager to hear from you.

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    ...module is designed to calculate scores based on customer satisfaction ratings. In this project, your responsibilities include but are not limited to: - Building the MAUI app from scratch for Android and iOS - Implementing the 'Module Score Card' feature into the app - Ensuring the app's performance and usability Ideal candidates should have: - Extensive experience in building MAUI apps for multiple platforms, particularly Android and iOS - Proven expertise in incorporating complex features into an app - A robust understanding of customer-oriented metrics and how they can be implemented in a scoring system While experience is important, I value diligence and creativity in problem-solving. Feel free to share any relevant projects or experiences that showcase your...

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    I'm in need of an experienced devel...target later. Your key responsibility will be: - Creating a fully functional scraping tool - Ensuring the scraper can run on an automated schedule While applying for this project, you are not required to provide any specific details such as past work experience or detailed project proposals. The frequency at which the scraper should run is also open to discussion. Ideal skills: - Proficiency in Python, JavaScript or other common scripting languages - Familiarity with web scraping tools and libraries - Experience with automation of repetitive tasks - Problem-solving skills Even though many details were skipped, I am looking to have a conversation and collaboration to finalize the details based on your suggested best practices and indu...

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    Hi Avinash D., Here is new project for you. Undetectable automation with SeleniumBase UC Mode and undetected-chromedriver. (Python)

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    I am in need of a qualified and experienced app developer to build a notification app compatible with iOS, Android, and Web platforms. In order to save cost and time, I prefer to use opensource, license software or any other Readymade Plugins, Code & Scripts. This project will involve: - Implementing functionality for push notifications - Incorporating in-app messaging features - Developing user segmentation for an enhanced user experience The app should have a modern design aesthetic according to current trends and customer preferences. Skills and Experience Required: - Extensive background in mobile and web app development - Proven experience in designing and implementing push notifications and in-app messaging - Knowledge in user segmentation - Strong grasp of modern design pri...

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    I'm in need of a skilled Python developer who is proficient with Django framework for the purpose of backend web development. The task at hand involves: - Constructing a web application using Python and Django. - Developing an efficient and robust backend system. Ideal candidates should have demonstrated experience in Python and Django framework, as well as backend web development. Please be ready with your proven track records and be prepared to discuss how your skills and experience can contribute to this project. Let's build something great together!

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    Program for scrapping with HTTP 6 zile left
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    hello there, i need a software for automate request with POST and GET methods, capability to find API's to do this actions. Desired skills: *HTTP *POST & GET methods *HEADERS *CUSTOM HEADEARS *API *MOBILE APPS *STRINGS *PYTHON / C++ *Selenium WebDriver *URLLIB

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    I'm seeking a cutting-edge graphic designer to breathe life into our Facebook and Instagram (same post to b...prioritize eye-catching visuals without compromising our brand's consistency. Your understanding of brand identity will be just as important as your technical skills for this project. Experience in creating visually engaging, colour rich content is essential. Previous work in product promotion and design for social media marketing is desirable. Let's make our Facebook page unmissable! This is one of multiple packages coming. Opportunity for ongoing work for exceptional designers. Experience in using a social media management (e.g. Buffer) tool to schedule and post posts will be highly regarded. Please note that this is a fix price project - $30 for 10 posts ...

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    I'm seeking a cutting-edge graphic designer to breathe life into our Facebook and Instagram (same post to be used on both platfor...eye-catching visuals without compromising our brand's consistency. Your understanding of brand identity will be just as important as your technical skills for this project. Experience in creating visually engaging, colour rich content is essential. Previous work in product promotion and design for social media marketing is desirable. Let's make our Facebook page unmissable! This is the first of multiple packages coming. Opportunity for ongoing work for exceptional designers. Experience in using a social media management (e.g. Buffer) tool to schedule and post posts will be highly regarded. This is a fix price project - $30 for 10 posts (...

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    In search of an experienced developer with specialty in Ruby, Rails, and Python. You'll be tackling various tasks, primarily focusing on the front-end development. Although the specific tasks were not listed, proficiency in HTML/CSS, JavaScript, and UI/UX design is desirable. In your application, provide the following: - Your experience with Ruby, Rails, and Python. - Past projects or work related to these technologies. Scope of the work: I am facing one issue in the front end, Find the attached screenshot and the highlighted yellow color value not getting correct from the backend. You need to check the backend as well.

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    Data Archiving Solution Needed 6 zile left
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    I'm looking for an experienced freelancer who can help me archive old data. Although I didn't specify the kind of data I want to archive, the selected professional should ideally have experience in archiving different types of data including text documents, audio and video files, ...selected professional should ideally have experience in archiving different types of data including text documents, audio and video files, images and graphics. Without a specific time deadline predetermined, I'm open to discussions about the project timeline. However, efficiency and thoroughness are crucial factors for me. Key requirements: - Expertise in data archiving - Ability to handle multiple data types - Flexibility in project timeline - Efficiency and attention to detail - Excel...

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    ...functionalities in focus are user registration/login and payment processing. Key Requirements: • User Registration/Login Screen Design: I want an intuitive and user-friendly design. Please prioritize ease of navigation and clarity. • Payment Processing Screen Design: The screens should make payment process efficient and straightforward for users. • Multilingual Support: The screens need to support multiple languages. Please, highlight your experience in designing multilingual apps. Ideal candidates will have a clean, modern, minimalist aesthetic in their portfolio. Exceptional attention to detail and a user-oriented design approach are highly sought-after qualities for this project. A proven track record in designing mobile app screens with similar functiona...

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    I require assistance in deploying my Python-based machine learning project to a local windows platform. The project can be found at this GitHub link: - **Platform**: The project must be deployed to a Local Windows or mac environment( pick one you like ). - **Python Version**: The project requires Python 3 to run correctly. - **Dependencies**: During deployment, there's a need to factor in the dependency of ML for my project to function appropriately. The ideal freelancer for this task would be experienced handling deployments to a local Windows environment, adept at working with Python and possess proficiency in dealing with ML dependencies.

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    I am in need of a skilled coder to convert a Python project on Github directly into C#. It's an intermediate-level project, so plenty of challenges for an expert coder. Key requirements: - Directly port Python project to C# - Maintain a blend of both original and newly structured architecture, bringing good judgement on optimizing it for the C# environment. Ideal Candidate: - Proficient in both Python and C# - Experienced in code conversion - Good understanding of project structure optimization - Ability to work with intermediate complexity projects. The project I need converted is:

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    I am searching for an experienced 3D artist who can create interior renderings of a residential property. The specific focus will be on the Living Room, Kitchen, and Bedroo...Details: • The imagery should reflect a modern aesthetic with clean lines, fluid forms, and a cutting-edge look. • Applicants should be proficient in creating high-quality 3D renders that are realistic and accurately represent the intended interior design. I will provide photos of the rooms + the furniture that will go in the rooms along with where each piece should be placed. There will be multiple options that I will want to see. Skills and Experience: • Strong proficiency in 3D rendering software • Prior experience with residential interior renderings • Excellent understanding ...

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    Project Details: We are building a voice and video call platform to be run entirely on Whatsapp. Our solution requires initiating voice calls over a data network from a ...clients A & B. The solution should be scalable for many simultaneous calls that happen between any unique pair of clients. All calls need to be recorded, monitored and stored in cloud storage for analytics. We are seeking a strong product leader who can undertake the below 1. User Experience design - create intuitive and user-friendly product experiences. 2. Product Solution designing - evaluate multiple solution options and finalise one that best suits our use case 3. Market Analysis - monitor market trends, competitive landscape, and customer feedback to make data-driven decisions about product features and...

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    I'm looking for an experienced freelancer, well-versed with Python, GitHub and Google Colab to help me deploy my Python-based machine learning project to Google Colab. - The project already has a dedicated GitHub repository. - Knowledge in deploying simple Python-based ML models on Google Colab is needed. - You must ensure the deployed project runs smoothly and rectify any issues during the deployment process. Your background in Python, Machine Learning, and GCP will be extremely crucial for this project. Familiarity with similar projects is a plus.

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    I'm in search of a professional who can successfully get my business Instagram account verified. I have previously attempted this task on my own but was denied verification without any clear reasons. Key Requirements: - Deep understanding of Instagram's verification...verification without any clear reasons. Key Requirements: - Deep understanding of Instagram's verification process. - Proven experience in handling social media account verifications. - Ability to give insights and provide solutions on why my previous attempts failed. - Thorough and able to guarantee a legitimate verification process. The ideal candidate would be someone who has successfully verified multiple Instagram accounts. If you are an expert in this domain with a track record of success, I...

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    ...sophisticated page builder with functionalities I can quickly and conveniently manage. Key requirements of note: - Page builder should have a drag and drop feature. - Drag and drop feature should support advanced elements, particularly forms and maps. - The page builder should integrate with databases, as well as e-commerce systems. Ideal Skills and Experience: - Proficiency in Flask, a python-based micro web framework is imperative for this job. - Experience with developing drag and drop user interfaces. - Familiarity with advanced UI components like forms and maps. - Proven track record with integrating systems with databases and e-commerce platforms. I am looking forward to getting proposals from Flask developers who are excited by the challenge of designing a cutti...

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    I am seeking a talented tattoo artist to design an octopus tattoo. The style will be left up to the expertise and creativity of the artist. W...tattoo designs, preferably related to marine life. - A statement of authenticity to verify that the works provided are indeed your creations. Although I have yet to decide on the placement of the tattoo, I am potentially considering numerous visible areas on my body. Therefore, it is crucial the design is creatively engaging and can adapt to various locations. Required Skills: - Experience in multiple tattoo styles (realistic, traditional, watercolor, etc.) - Ability to design flexible tattoo layouts for various body parts. - Proficiency in marine life artistry, particularly octopus. I look forward to seeing your creative spins on thi...

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    I'm in need of an Oracle database expert versed in advanced database design. Your tasks will encompass creating a comprehensive design that incorporates stored procedu...advanced database design. Your tasks will encompass creating a comprehensive design that incorporates stored procedures, views, triggers among others. The database structure is complex, therefore demanding a mastery of the aforementioned advanced concepts. The ideal candidate should: - Have demonstrable experience in Oracle database design. - Be proficient in forming complex relationships between multiple tables. - Show competency in creating stored procedures, views, triggers, and other advanced database features. Your understanding of our needs and execution will greatly influence our company's ope...

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    I'm seeking a skilled architectural designer to create a detailed and precise 2D floor plan for a multi-level residential home. Key Points of the Project: - This project will involve the design of a residential house with multiple levels. - The floor plan should widely incorporate precise room measurements. - The final deliverable should be in a 2D format. Ideal Skills and Experience - Previous experience in architectural design, specifically in residential floor plans is mandatory. - Proficiency in using CAD or any other relevant software for architectural design. - Keen attention to detail and understanding of architectural norms and regulations, particularly regarding room measurements. - Exceptional creativity and an ability to create practical, functional, yet appeal...

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    I am in need of a proficient statistician to delve into an Excel-based dataset. The primary aim here is to conduct regression analysis to uncover potential relationships within the variables. Ideal candidates will possess: - Expertise in statistic concepts, particularly regression analysis. - Proficiency in working with Excel datasets. - Ability to identify and interpret relationships between variables. This role does not just involve crunching numbers - interpretation of the data, and a keen eye for detail are crucial. By understanding the data, you will aid in discovering underlying patterns and relationships that aren't immediately apparent. The value you bring lies in the ability to provide accurate, meaningful insights from raw data.

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    I am in search of a proficient Image Processing Expert who can skillfully handle python-based machine learning code within a GAN architecture. I intend to significantly enhance the quality of my project images through the application of advanced image processing techniques. Tasks & Responsibilities: * Handle and manage python-based machine learning code * Utilize GAN (Generative adversarial networks) architecture to process images * Augment, classify, and generate images as necessary Ideal Skills and Experience: * Proficiency in Python * Deep understanding of GANs * Substantial experience in machine learning & image processing Desired Outcome: The ultimate goal of this project is to significantly enhance the quality of the processed images to achieve more ...

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    The objective is to create a chat application where multiple clients can connect to a server and exchange messages in real-time. The server will manage connections, relay messages between clients, and handle join/leave notifications. The project can be divided into two main parts: the server and the client.

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    I'm looking for an experienced GIS developer who is proficient in Python programming, qgis, Mapbox, rasterio, postGIS and other integration. Your primary role will be to explain GIS concepts relevant to my project; specifically, spatial analysis, cartography, and remote sensing. The ideal candidate: - Is confident in their ability to simplify complex GIS concepts - Possesses expert knowledge in Python and Mapbox - Can deliver the project as soon as possible Your input will significantly enhance my understanding of these GIS concepts and enable me to better navigate the system. Please state your relevant experience and availability in your bid.

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    I'm in need of an experienced Python developer to optimize and automate my existing Python functions. This role does not only involve data analysis; it also involves file manipulation and web scraping. Now let's check out what you'll be working on: - Revamping Function: The existing function needs to be automated so it works effectively and efficiently. This includes working with modifying and optimizing the code. - Mobile Signature: Another crucial area you'll be dealing with is to implement mobile signature in the script to facilitate its operation. - Task Automation: The function should be programmed to undertake specific tasks. These include fetching data from a website and updating a database accordingly. Ideal Skills: - Python scripting -...

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    I am seeking a skilled and experienced professional to help me develop a multiplex server (mux) for the purpose of generating a DVB-T2 mux. The key functionality I'm seeking includes: - The ability to connect to multiple studios effectively to take in transmitted audio streams - These streams we're delivering are based on a MPEG-TS coding format, with an approximate bitrate of 80 kbit/s - The developed server needs to be capable of generating one approximately 50 Mbit/s DVB-T2 mux - I would also like the server to be compatible with DVB-C and DVB-S2 broadcast standards, as these will be deliverables from our source. Ideal skills for this project are a deep understanding of broadcasting servers, experiencing with MPEG-TS coding format, familiarity with DVB-T2, DVB-C and ...

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    I am seeking assistance with a Python script. While there was no specific functionality specified, it would be great if the freelancer boasts a versatile skill set to handle different tasks that may involve: - Data parsing - Web scraping - File manipulation Due to the lack of a specified timeline, I'm somewhat flexible with the delivery date, but I'd appreciate consistent progress and updates. I am especially interested in working with individuals who have extensive experience in Python, but strong general coding knowledge is also useful in anticipating and troubleshooting issues. This open-ended project is perfect for someone who enjoys problem-solving and taking the initiative.

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    I have a CSV file with my Apple Music play history and I'm seeking a Python programmer to help reduce the redundancy within it. Specifically, I need: - Condensation of textual data: Whittle away superfluous data to Playlist ID, artist, play count (this is optional), and album (also optional). +not every song has a unique playlist ID in the same column, there are several different ways a unique playlist ID could populate, some data points will use more than one column's ID, some only have a unique ID in one column. Unfortunately each column has a different format for each ID. - Criteria for duplicates: Only one row of data for each song. I define "duplicates" based on both the artist and the song title. To avoid two songs with the same title but different a...

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