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    2,000 python load 份搜到的工作,货币单位为 HKD

    Create LSTM model in python to predict price for six month in the future.

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    I am looking for a statistical analysis expert who can help me with descriptive statistics using Python. The dataset size for this project is small, with less than 1,000 records. Skills and Experience: - Strong knowledge and experience in statistical analysis and descriptive statistics - Proficiency in Python for data analysis and visualization - Familiarity with handling small datasets and performing data cleaning and preprocessing - Ability to interpret and communicate statistical findings effectively

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    I am looking for an expert to set up an open-source Stable Diffusion with a Web GUI on AWS for AI image and video generation. The system will be developed with a focus on real-time processing. Notably, the Generative Adversarial Networks (GAN) ML model will be used. Essential Skills: - Proficiency in Python - Solid understanding and experience with AI, specifically GAN - Familiarity with AWS - Experience in ML - Good understanding of the Web and how to set up GUI - Knowledge in node js is desirable Mission: - Select and set up the appropriate AWS instance for the system - Ensure the system is capable of real-time AI image/video generation, utilizing GANs - All operations should be manageable through a Web GUI Please bid only if you have satisfied the aforementioned requirements. ...

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    ...Clearly outline the objectives of the STAAD assessment, including the specific analyses to be performed and the outcomes expected. Methodology: Describe the methodology that will be employed during the assessment, including the use of software and any other tools or techniques that will be utilized. Analysis Parameters: Specify the parameters that will be used in the analysis, such as load conditions, material properties, and design codes. Deliverables: Outline the deliverables that will be provided upon completion of the assessment, such as analysis reports, design recommendations, and any necessary documentation. Thank you for considering me for your STAAD assessment needs. We are confident that our expertise and experience will ensure the successful completion of this projec...

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    I'm in need of a Python script that will implement an intraday Breakout (BO) strategy for me. The script should be designed to work specifically with Zerodha, an Indian trading platform. The main goal of this script is to help me maximize my profits by capitalizing on breakout opportunities in the options market. Key Requirements: - The script should be written in Python. - It should be compatible with Zerodha's API. - The strategy should focus on options. Ideal Skills and Experience: - Proficient in Python programming. - Prior experience with financial trading, particularly with Zerodha. - Familiarity with options trading. - Good understanding of intraday trading strategies.

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    Hola, Buscamos a un especialista en diseño de circuitos electrónicos para diseñar varios prototipos iniciando con el desarrollo de un dispositivo de toma de huella dactilar para llevar el registro y control de asistencia con base de datos enlazada a una web. Se valorará experiencia de programación (PhP, Python, C++), y el haber trabajo con placas como Arduino, RaspBerry y SP32 Tenemos varios proyectos, en los que hay que ir trabajando (Diseño de una consola portatil para correr un video juego propio creado en RPG MAKER XP) Un saludo

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    I am looking for an experienced freelancer capable of creating a simple web scraping tool, able to extract text content, images, and ...capable of creating a simple web scraping tool, able to extract text content, images, and links from a specific url (you just need to do one single url and I take it from there). The extracted information should be in a python dictionary and saved to pkl Skills: - Experience in web scraping - Proficient in handling js and automation This is a very simple project for the right individual. I need all the visible info and images (no maps) plus the info in the JS that must be reached by clicking a button. This is a couple of hours of work max, and needs to be done in Python and for today. I will provide the URL when I make sure you can handle...

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    DETAILS: Existing Woocommerce website using Dokan Vendor plugin Vendor add product page has save button OK I need to add second button for "Save & Add Another” This new button should save and then load add new product page. Code should be added via snippet or child theme No upfront payment Milestone release upon satisfactory completion

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    I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplot...

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    I'm in need of a Python developer with specific skills in web scraping. The main task for this project is to fix bugs in existing web scraping scripts. Your role will be to primarily focus on this aspect, ensuring the scraping process runs smoothly, and is optimized for efficiency. If you perform well in this project, it will be a long term business opportunity. I have lots of projects in mind which need to start after this. New freelancers are welcome to bid.

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    I have three python codes in my raspberry pi which needs to be executed at the startup (when the pi is booted). one code involve USB camera, another codes is related to playing video via VLC media player and the third code is a counter that sends the data to a cloud. All the codes are working perfectly, they are even working when they are executed simultaneously, but the only thing is that the USB camera code is not working at the startup. If you want me to chat with you, start the bid with "pi" We have tried a lot of methods, but still no success, I believe it is because we are using raspberry pi 5, there are limited resources and libraries for it online. Please help me with this. Thank you.

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    I need an expert in MSSQL, Python, and IoT to assist me in setting up a system that can monitor industrial machinery in real-time. Key Responsibilities: - Configure the MSSQL database for the project - Debug and modify Python scripts for data collection and analysis - Set up real-time monitoring dashboard Ideal Skills: - Proficiency in MSSQL for database configuration - Strong experience with Python - Prior experience with IoT device integrations - Ability to set up real-time monitoring and alerts Please provide examples of similar projects you've worked on in the past.

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    I'm in need of a skilled Python developer to help build an automated trading system. The system should be tailored to work with the Fyers platform. Key functionalities should include order placement and execution in real-time. The ideal candidate: - Must have experience in building automated trading systems. - Should be proficient in Python. - Familiarity with Fyers platform is a plus. Your responsibilities will include: - Developing code to ensure seamless order placements and executions. - Testing the system thoroughly to ensure it performs accurately and efficiently. - Ensuring the system is integrated with Fyers and can handle real-time data updates. This project is a great opportunity for a Python developer with a keen interest in the financial markets. I...

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    You need to be at least 16 years old and reside in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an unpaid l...

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    I need a Python expert knowledgeable in Android-PC interfacing. I run a Linux OS on my computer and I am looking to have a script developed that allows me to take a picture from my Android phone on command from the PC. Objective: - A Python script to take pictures from an Android phone controlled via a Linux OS. Key Features: - Trigger the script to capture a photo when a specific event (like a click) happens on the PC. - The location for saving captured photos is undecided and open for suggestion. Ideal Skills and Expertise: - Python programming with experience in Android-PC interfacing. - Knowledge of Linux based systems. - Understanding of camera operations on Android. Please bid with a proposed solution in mind, and add any experience you have with similar p...

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    I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

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    I'm in need of a web developer skilled in Python Flask. The purpose of my project is to build a web application with specific functionalities. The deliverables for the project are: 1. Flask Backend: - User authentication - Database integration - API development 2. Bootstrap5 Theme Customization: - Layout modification - Integration with Flask backend and MySQL database Ideal candidates with robust experience in Python Flask, layout modification and database integration will provide an immense value to this project. Your expertise would facilitate a smoother workflow and better end product outcome.

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    I'm looking for an advanced Python mentor proficient in Websocket and SQL, who can help me with an automation project. Key requirements: - Profound knowledge in Python, including advanced topics and best practices. - Strong understanding of Websocket and SQL. - Experience in automation tasks would be highly beneficial. - Ability to adapt to different mentoring methods, such as video calls, live chat, or in-person sessions. Your tasks: - Mentor me through the automation project, providing guidance and support. - Help me understand and implement Python, Websocket, and SQL concepts effectively. - Adapt to my preferred session mode, whether it be video calls, live chat. Ideal skills and experience: - Proven expertise in Python, particularly in automation ap...

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    Looking for experienced computer programmers skilled in Python for a web development project. Skills and Experience Required: - Proficiency in Python programming language - Strong knowledge of web development concepts and frameworks - Experience in building and maintaining web applications - Familiarity with front-end and back-end development - Ability to implement responsive design and ensure cross-browser compatibility - Good understanding of database management systems and SQL - Knowledge of version control systems and agile development methodologies Timeline: The project is expected to be completed within 3-4 weeks.

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    I need a Python expert to scrape tabular data from a series of PDFs and store it in a database. Ideal Skills and Experience: - Proficiency in Python. - Strong experience in web scraping with PDFs. - Familiarity with database management. The PDFs are consistent in format and all contain tables. The scraped data needs to be stored in a database.

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    I am seeking multiple professional developer with strong mastery in Php, Wordpress, Shopify, Python, AI/ML, HTMl CSS, etc. who can give exams for me on different platforms such as freelancer.com and Google Exams etc. and get certificates for my company. I'll pay Rs. 200 for each exam. The individuals must have cleared that exam or must possess that certificate. They can themself propose the exam or certificate they can get for my company. I also need someone to Setup by GitHub i.e. update code so that the GitHub account may look legit.

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    I am in need of a skilled individual who can meticulously extract table data from approximately 7500 pages of PDF files and transfer the data to Excel. The PDF tables are consistent across all pages, maintaining a fixed column structure which you need to duplicate in the Excel spreadsheets. The data you will be working with is primarily text-based as opposed to numerical. Necessary Skills and Experience: - Excellent attention to detail - Proficiency in optical character recognition (OCR) processing - Experience with data scraping or extraction - Valuable skills in MS Excel - Familiarity or experience with PDF data extraction software Swift and accurate execution is essential for the successful completion of this project. Please only apply if you are comfortable handling a high volume of...

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    I have a set of scripts that I need pushed onto GitHub. I'm looking for someone to help me with this task. - You'll be working with scripts written in Python, JavaScript, or Java, which I will share with you. - The main goal of pushing these files on GitHub is for Version Control. This will allow me to keep track of changes made to the scripts, and potentially roll back to previous versions if needed. It's important that you have a good understanding of GitHub Finally, although I do need the repository to follow basic branch naming conventions and workflow rules, I don't need anything overly complicated. A simple, easy-to-follow convention will suffice.

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    I have a set of scripts that I need pushed onto GitHub. I'm looking for someone to help me with this task. - You'll be working with scripts written in Python, JavaScript, or Java, which I will share with you. - The main goal of pushing these files on GitHub is for Version Control. This will allow me to keep track of changes made to the scripts, and potentially roll back to previous versions if needed. It's important that you have a good understanding of GitHub and Version Control concepts. Finally, although I do need the repository to follow basic branch naming conventions and workflow rules, I don't need anything overly complicated. A simple, easy-to-follow convention will suffice.

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    I'm seeking an experienced C# developer to port a python webapp app to a C# web app (most likely ASP .NET with RazorPages). There is no database, all the data comes from an existing API. Key Skills & Experience Required: - understanding the fastapi + jinja templates (python based) - Hands-on experience in developing RESTful APIs using C# - simple and clean code - data serialisation The entire app has 100 lines of code + ca 100 lines of HTML template There are 3 buttons and about 6 endpoints Task: GIVEN: A simple webapp in python (fastapi + jinja) RESULT: - A webapp with the same functionality based on C# - it should be easy to understand / clean code - data serialisation as in the python app / template - short documentation (dependencies/insta...

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    ...engaging, and easily understandable picture of stock market price movements. Key Project Requirements: - Excellent understanding of data visualization principles and tools - Ability to design and build a responsive and user-friendly website - Extensive experience working with financial data, particularly stock market price trends - Proficiency in coding languages such as TypeScript(Angular) and Python - Attention to detail to ensure accuracy across all data representations Your role would be to design and implement an interactive and visually appealing graph that can effectively represent the fluid and fast-paced nature of stock market price trends over time. Knowledge of financial systems and markets is a plus. Please share examples of your previous work, especially any projec...

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    I'm seeking a proficient developer to design an all-inclusive mobile application for both Android and iOS platforms centered around booking and appointment scheduling. Key features: • Calendar Feature: Incorporation of a user-friendly calender for managing and scheduling appo...both iOS and Android platforms. • Excellent UX/UI design skills, making the application easy to navigate. • Robust knowledge in developing appointment booking systems and familiarity with push notifications. • Expertise in ensuring the app's compatibility across different devices and operating systems. The app should be user-friendly, interactive, and reliable. It's essential that response and load times are optimal too. Applicants should provide examples of similar pr...

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    I'm in need of Joomla experts to analyze my website's performance and user experience. Specifically, I require assistance in identifying and resolving issues related to high traffic volume impacting the site's performance. Key Tasks: - Analyze the website's performance, focusing on factors like slow page load times and high server response times. - Investigate user experience elements to ensure optimal functionality and navigation. - Identify and address issues related to high traffic volume, leading to slow performance. Ideal Skills & Experience: - Proficient in Joomla website management and troubleshooting. - Strong understanding of website performance metrics and user experience. - Experience in handling high traffic websites and resolving associated iss...

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    As a co-founder of a burgeoning tech startup, I am on the lookout for a skilled software developer to join our team. At this time, I'm unable to share specifics about the software's main purpose, but I a...software's main purpose, but I am eager to find a collaborator—someone who isn't just proficient in coding but who will also mesh well with our team culture. While we may not be able to offer top-tier salaries at the moment, stock options are on the table, underscoring our commitment to treating you not just as a contractor but as an integral part of our team. Key requirements: - Proficiency in Python and JavaScript. - A quick learner who adapts easily to new challenges. - Strong problem-solving abilities. - Interested in a long-term collaboration with o...

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    I'm in need of a Django Developer with React experience to work on projects for one of my client. Requirements and Responsibilities: - You should be comfortable working with Django, a high-level Python web framework, and have experience in building web applications with React. - The projects will include features like user authentication and registration, real-time notifications, and integration with third-party APIs. - You should be available to work on multiple projects at once, ensuring timely and quality deliveries. - The ability to communicate effectively and understand the diverse requirements of different projects is essential. - Experience with multiple projects and a strong understanding of best practices in Django and React are highly preferred.

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    I have an Excel dataset that I'm looking to augment primarily to increase its dataset size using Python . This is in the context of machine learning modeling, so the main objective is to ensure I have enough varied data to train my models effectively. Key Responsibilities: - Implementing data augmentation techniques for numerical data in Excel format - Expanding the dataset significantly while keeping the integrity of the original data ( Read the word file attached)

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    I own a business and I'm in need of a sourcing agent who can help me purchase a minimum of one 20ft container load of copper metal scrap from the Democratic Republic of the Congo. This task needs to be completed within a month. • Task: Secure a supplier of copper wire scrap in the Democratic Republic of the Congo • Quantity: Minimum 1 - 20ft container • Timeline: Must be completed within a month The candidate should possess: • Proven experience in sourcing and procurement • Strong negotiation skills • Knowledge of copper scrap market in the Democratic Republic of the Congo • Ability to deliver within the stipulated timeline.

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    I need an experienced engineer in Jasmin SMS gateway. We have Jasmin ready on our server, we need to handle all MT/MO messages in our endpoint/database, we already handle all MT messages via our interceptor script. Problem: we need to handle message statuses too Task: Provide a Python script to handle message statuses, and demonstrate that it works! Important! We know that is it possible to get DLR via http API, our users use smpp only for now, we need to handle messages from both http/smpp

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    I need an experienced engineer in Jasmin SMS gateway. We have Jasmin ready on our server, we need to handle all MT/MO messages in our endpoint/database, we already handle all MT messages via our interceptor script. Problem: we need to handle message statuses too Task: Provide a Python script to handle message statuses, and demonstrate that it works! Important! We know that is it possible to get DLR via http API, our users use smpp only for now, we need to handle messages from both http/smpp. helpful links:

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    I am looking for an experienced Python developer to create a scraper for Lazada. The ideal candidate must be skilled in web scraping and should reverse engineer API from mobile app because lazada blocks and throws captcha on web website is lazada . The script should work like i enter something in search box and it should scrape all the products from that search query Key Responsibilities: - Extract the following information: product names, prices, descriptions, stock, images, seller information, and product URLs. This list encapsulates the attributes you need to pay the most attention to. - Organizing the scraped data: The data, once scraped, must be organized in a well-structured CSV file. Ideal Skills: - Strong experience with Python. - Proficiency in web scraping t...

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    ...Development: The creation/revamp of an interactive, appealing, and user-friendly website - App Development: Developing a high-performance, user-friendly mobile app targeted at business owners, millennials, and parents. - Graphic Design: Creating visually appealing designs that effectively communicate brand values and message across various digital platforms. Ideal Skills: - Proficient in HTML, CSS, Python, JavaScript for web development - Experience in Android & iOS app development - Proficient in Adobe Creative Suite for graphic design - Understanding of SEO and mobile app marketing - Ability to understand and target specific audiences With my project, your expertise will help position my company to better connect with our clients. The ultimate goal? A stronger online p...

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    Hi there, We are looking for someone who is: - Proficient in Python. - Experienced in automation and data scraping. Our budget is $3/hr for 20 hours on the initial project. This is a one-off task for now but could be ongoing work if successful. Please message with your CV/portfolio if interested

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    I'm seeking an expert in reinforcement learning to develop a control system for a differential robot in a simulated environment. The project will be implemented in Python. Key Requirements: - Develop a control system using reinforcement learning for a differential robot - Implement and test the system in a simulated environment - Provide clear documentation and code comments Ideal candidates should have: - Proven experience in reinforcement learning and robotics - Proficiency in Python and familiarity with any relevant libraries - Ability to work in a simulated environment If you have experience in these areas and are confident in your ability to deliver a high-quality project, please reach out.

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    I n...seamless system for users to add, search and interact with products. - Payment Processing: Smooth integration of payment gateways to ensure secure transactions. Key Requirements: - Backend Coding: Looking for a professional who can develop the entire backend system from scratch. - Python Proficiency: The backend should be built in Python. - API Integration: In addition to payment gateways, I also require the integration of social media login and a booking and chat system. Ideal Freelancer: - Proficient in Python and experienced in developing backend systems for marketplace or e-commerce websites. - Experienced in integrating various APIs, particularly in the areas of payment gateways, social media, and booking systems. - Good understanding of user authenticatio...

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    I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ** explain the code

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    Need to amend to speed up the loading. Page load slow when heavy. Amend on the flow. (3 issues only) Able to follow one by one. Work with ftp and start immediately.

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    I'm in need of a skilled Web3 developer to assist with a range of tasks. Your main responsibilities will include: - Developing smart contracts - Building decentralized applications - Integrating blockchain technology You should be proficient in the following programming languages: - Solidity - JavaScript - Python Your experience with blockchain platforms such as Ethereum and Polkadot is essential. Specific experience with Binance Smart Chain is a bonus. You must also have familiarity with additional languages such as Go, Rust, Java, and Node.js. The ideal candidate should have a deep understanding of the Web3 ecosystem and be able to contribute to a variety of projects. Experience in full stack development and an understanding of blockchain security would be highly benefici...

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    Python Tutor for Beginners 5 天 left
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    I'm looking for a Python tutor who can help me with the syntax and basic programming concepts, and guide me through the fundamentals of object-oriented programming. Key aspects of the project include: - Tutorials on Python syntax and basic programming concepts - Assistance with understanding and implementing object-oriented programming principles I'd prefer to have our sessions via video call, using platforms like Zoom or Skype. As a beginner, I would appreciate someone who can explain things clearly and help me build a strong foundation in Python. Ideal skills and experience: - Proficiency in Python - Experience in teaching or tutoring Python to beginners - Strong communication skills, especially in explaining complex concepts in an easy-to...

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    I'm seeking an expert to help me deploy a Kubernetes cluster on my on-premises Linux machines. The selected professional should also assist in setting up the necessary configurations for load balancing. Key Responsibilities: - Deployment of Kubernetes Cluster - Configuration of Load Balancing - Idea on Rancher , Longhorn , TiDB , TiKV, 2 , TiFlash, Ideal Skills & Experience: - Proven experience in deploying Kubernetes clusters - Proficiency in working with Linux operating systems - Prior expertise in setting up and configuring load balancing within a Kubernetes environment - Strong communication skills to explain technical concepts clearly - Ability to troubleshoot and problem-solve in a timely manner

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    ...Database & using APIs at the same time. For the functions that use the database, I want to replace them with the APIs 1- Make code debuggable. 2- Error message appear with no details, need to make the error message has Show More to display the details of the error. 3- Load Codes from APIs instead of loading from JSON file. (1 API) require updating treeview to load on demand 4- Packages Load from APIs instead of loading from DB (2 APIs) 5- SubscribedPackages Call API instead of inserting into a DB (1 API) 6- Schemes Load from APIs instead of loading from DB (1 API) 7- Uploads Call API instead of inserting into a DB (1 API) 8- Users Call API instead of inserting and reading from a DB (5 APIs) you must have C# Blazor experience. Project Code : ...

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    I need a skilled Bot Developer to create a multi-language web bot for me. - Tasks: The bot will mainly be responsible for web tasks like form filling, data scraping, and possibly social media automation. Unlike some bots, it won't interact with APIs or integrate with other web services. - Programming Languages: This is a multi-language project. I am open to using Python, JavaScript or PHP depending on what you think is best for this task. I need someone who is experienced in bot development and can create a reliable and efficient bot that performs these tasks seamlessly. Please have a look at the choices of programming languages I'm considering and let me know which one you think would best suit the goals of this project.

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    ...structural engineer to assist with the design and planning of a residential building. The main services required are foundation design and structural load analysis. Key Responsibilities: - Collaborate with architects to determine structural requirements for the building. - Develop the design and planning of the foundation. - Perform detailed structural load analysis to ensure the building can withstand various loads. - Provide recommendations on how to enhance the structural integrity of the building. Ideal Skills and Experience: - Proven experience in structural engineering, specifically related to residential buildings. - Proficiency in structural load analysis software. - Strong knowledge of foundation design principles. - Excellent problem-solving skills and...

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    As the owner of a 14,000 sq. ft retail store, I am seeking a skilled HVAC engineer to design a suitable HVAC...HVAC system installed. The new design should take this into account and either build upon the existing system or offer a better alternative, depending on the conclusions of your assessment. - Skills and Experience: The ideal candidate should have significant experience handling HVAC designs for retail spaces, particularly those operating under variable weather conditions. A deep understanding of load calculations is crucial, as this will directly impact the efficiency and effectiveness of our HVAC system. Knowledge of the latest HVAC technologies and energy-efficient solutions will be highly appreciated. Looking forward to a well-researched, innovative solution for our H...

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    ...========================== FREELANCERS AI DESCRIPTION - WAY BETTER THAN MINE. I require a proficient Python developer to build a desktop application that features a functional, interactive FaceSwap module. The application should effectively integrate both real-time and gallery import based FaceSwap options. Additional functionalities including voice capabilities and facial mirroring should also be implemented. The ideal freelancer would bring expertise within Python programming and a solid understanding of facial recognition and manipulation techniques. Knowledge in building desktop applications will be a great plus. Your responsibilities will include: - Developing an efficient Python-coded FaceSwap desktop application. - Ensuring feature of real-time FaceSwap an...

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    I am in need of a print spooler designed to work on Windows, written in Python, c++, c#, and capable of printing multiple PDF files simultaneously. Key Requirements: - The application must be able to handle printing multiple PDF files concurrently, providing a more efficient and streamlined printing process. - The print spooler must be designed to operate solely through a Command Line Interface (CLI), so there is no need for a Graphical User Interface (GUI) or Web Interface. Ideal Freelancer: - Proficient in Python with a strong understanding of how to handle printing tasks programmatically. - Prior experience developing print spoolers or similar printing software would be highly advantageous. - Familiarity with working in a Windows environment, particularly in relation to...

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