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    Bitcoin and Python Backend job Закінчився left

    ...first txid should be that of the coinbase transaction Difficulty Target The difficulty target is 0000ffff00000000000000000000000000000000000000000000000000000000. This is the value that the block hash must be less than for the block to be successfully mined. Execution Create a file named that contains the command to execute your script. This file should ideally contain a single command like python or node index.js. Your script should autonomously perform all tasks when is executed, without requiring any manual intervention. Evaluation Criteria Your submission will be evaluated based on the following criteria: Score: - Your code output will be scored bases on the fee collected and the amount of available block space utilised. You must score at least 80 points to pass the

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    ...jupyter notebooks. The primary goal is to develop a powerful notebook capable of calculating a range of metrics-- not only accuracy, precision, and recall, but also the ROC-AUC, Silhouette score, Davies-Bouldin Index, Calinski-Harabasz Index, Adjusted Rand Index, and Normalized Mutual Information from isolation forest models. The specifics I'm after include: - Developing a jupyter notebook (Python) - Utilizing the existing isolation forest models for outlier detection - Calculating metrics like ROC-AUC, Silhouette score, Davies-Bouldin Index, etc. In addition to this, the notebook should present the results visually through scatter plots, confusion matrices, and histograms. Experience in data visualizations and clarity in presenting statistical data is key. This project...

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    Терміновий
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    Develop NSFW Chatbot -- 2 Закінчився left

    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requireme...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    I'm looking for a seasoned Python developer to carry out a real-time email validation in bulk. You'll be handling emails primarily from Yahoo, AOL, and Hotmail. Ideal Skills: - Proficient in Python. - Experience with email validation. - Familiarity with API integration. Your pivotal role will be providing efficient solutions during the entire process. I expect the deliverables to be reliable and of high-quality. If your technical skills align with this project, don't hesitate to send a proposal.

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    Python-Based Deep Learning Assignment Закінчився left

    use one of the following to get high accuracy: - Convolutional Neural Network (CNN) - Radial Basis Function Network (RBF) - Extreme Learning Machine (ELM) - Support Vector Machine (SVM) - Transformer using SUN397 dataset

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    Develop NSFW Chatbot Закінчився left

    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requireme...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    I'm looking for an experienced Python developer adept in creating Windows desktop applications. My project's primary focus is on image processing and the integration of a machine learning model. Optiscan is a desktop application designed as a diagnostics assistant for eye care doctors. It facilitates the analysis of eye topography reports using machine learning models trained to recognize key values and patterns, determine normal and abnormal trends, and provide a printable final output. This document outlines the specific requirements for developing the Optiscan desktop application. 2. Functional Requirements • Image Input: The application should allow the doctor to input up to 10 eye topography images at a time for analysis. • Model Integration: The applicat...

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    Desarrollo de sistema en pagina Закінчився left

    A programmer to develop an assessment system as part or integrated to our website through autentication acces and high level security to process escalable volumes of data. The assessment handles specific questions measured individually, per category and as group. Questions should be through multiple options, and fill in the blanks preassigned terms,. Inmedate result should be delivered in a screen response with capability to be exported or downloaded to a PDF. Some other questiones should be integrated essentially from some cases Captivate interactive simulations and Genially or other interactive resources. The system should generates reports and statistics. We need to stablish deadlines, specific technical requirements and integrations. There´s a possibility to hav...

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    Webscraping of Product Page -- 2 Закінчився left

    I need of code in Python (Selenium) to get information of product page of a marketplace. The method/function need receive the link of page, and the code must create a directory and save inside this directory, the video and images of product. Must create file (ex xml, csv) and save the title of product, description of product, price and discounted price when offered, basic information.

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    I'm currently seeking an expert in working with Aruco using Python to assist me with several specific tasks. - Marker Detection: Your primary task would be to detect Aruco markers in different environments - Pose Estimation: You should be able to estimate the pose of the detected Aruco markers - Camera Calibration: You will also need to calibrate the camera used to detect the Aruco markers. The system should be very accurate considering that a high-precision level is to be achieved. Therefore, your skillset should primarily include proficiency in Python and extensive experience working with Aruco libraries. A solid understanding of how to enhance computer vision accuracy and precision is highly recommended.

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    I am in need of an experienced Python developer who is comfortable creating applications using Google's App Engine. Key responsibilities: - Developing a Python-based application on Google Cloud App Engine - Ensuring the application is optimized for single-user load Skills and Experience: - Proven experience with Python programming - Experience with Google Cloud and specifically App Engine - Familiarity with creating applications for single user load - Understand concepts of scalability and their implications Please ensure to attach examples of similar projects within your proposal.

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    Experienced Flutter Developer Needed Закінчився left

    Hello I need a good flutter programmer to fix my code from dependency and firebase error My project work fine but after I changed my VS to new version it not work any more coz my project is old I want to upgrade to last version

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    ...integration. once file uploaded, it will be processed in the backend and result will be produced in 3/4 horizontal rows in tile format user can view large formats of the result by clicking over it, download it from larg/tile format you need to focus on fuctional stuff ignore everything else from ref. () site. Tech stack: technlogy: frontend => Angular+HTML5; backend =>Python; DB: pgsql Your responsibilities : - Design, build and optimize a responsive website - Ensure the technical feasibility of UI/UX designs - Collaborate with team members and stakeholders - Maintain high-quality graphic standards and brand consistency Ideal Skills and Experience: - A proven track record with a robust portfolio of past work showcasing your skills - Extensive experience with JavaScript

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    eCommerce Web Scraping with Python Закінчився left

    I'm seeking a Python expert to extract the text data from various eCommerce websites. You'll apply your Python prowess to develop web scraping techniques that effectively capture the desired text. Key Responsibilities: - Web scraping - Text data extraction from eCommerce websites Ideal Skills: - Proficient in Python - Proficiency in web scraping - Experience with data extraction from eCommerce websites Your innovative strategies and attention to detail will be fundamental to meeting my goal of extracting text data successfully. With your help, we will be able to leverage valuable data from eCommerce platforms to make informed business decisions.

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    Hi, someone written a python code a while ago for telegram message forwarder and it was working fine that time. But now I’m trying to use it again after like 2/3 years and it started giving me some kind of import error. I want someone experienced to look in to it and make it work. My budget is $10 as code is written.

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    ...to (algo strategy and market place along with keywords and runtime variables through python block). Also payoff graphs Realtime for running positions. - Develop an advanced backend in Python to efficiently fetch and manage derivative future & options prices . - Integration with brokers through their APIs - Integrate a sophisticated system for user subscriptions, offering flexible monthly and annual options. - Ensure a user-friendly interface with intuitive click-to-subscribe functionality. - Implement robust security measures to safeguard user data and ensure a smooth, engaging browsing experience. - Both web and mobile app. Ideal Skills and Experience: - Proficiency in Python, react, nodejs, flutter, mysql with expertise in handling financial data and integr...

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    I'm in need of a skilled Excel programmer who can construct intricate engineering calculators. These need to cater to advanced finite element analysis, focusing primarily on structural analysis. Ideal Skills and Experience: - Extensive background in Engineering, particularly involving structural analysis - Proficiency in Excel to create complex calculators and handle high-level, finite element analysis - Experience in transforming Excel functionalities into user-friendly applications To sum it up, I am expecting: - Excel calculator for structural analysis with capabilities for advanced finite element analysis - Option to evolve these Excel calculators into an app in the future

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    Urgent Python Automation Task Закінчився left

    I'm urgently in need of a proficient Python developer to help with my automation task. The specifics of the automation haven't been provided but could range from a file management system to an email sending mechanism or data extraction and processing. The ideal freelancer for this task will have: - Extensive experience in Python programming - A clear understanding of automation projects - Ability to work quickly and efficiently, as this task is required ASAP. If this sounds like a project you're equipped to take on, please bid. Previous experience in similar tasks will be a significant advantage.

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    ...-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experience: - Demonstrated experience in performing similar migrations - Proficiency in Python, R, and Spark languages - Hands-on experience with AWS Sagemaker -AWS is a MUST, -No matter how, we need to have both models up and running on Sagemaker. -You dont need to change, or imrpove the models, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker. Your ability to perform this task accurately and efficiently will be invaluab...

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    Угода про нерозголошення
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    Web Development with Python 3 Закінчився left

    I am seeking a Python developer with expertise in using Python 3 for web development tasks. Your key responsibility will be creating and enhancing several aspects of my website using Python 3. Required functionalities include: Chromebook recently updated the Linux container from Debian 11 to Debian 12 (Bookworm). When I run python3 -V in a terminal, the new upgrade indicates Python 3.11.2. I was running Python 3.73 in the previous build. Python upgrade commands fail. Can you fix this issue? More details will be provided to selected developer If you have a proven track record with Python 3, web development and troubleshooting skills, I welcome your bid for this project.

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    NSFW Chatbot Development Закінчився left

    Hi there. I'm looking for a AI chatbot engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirem...engineer for building NSFW chatbot like candy.ai. Candidates should know about the langchain and OpenAI, also need to manage the team with me. The requirements are very simple. Just similar with candy.ai. So there are some feature needs. STT, TTS and generating Answer. I have already working chatbot and need someone who can complete this chatbot successfully. I hope to use ElevenLabs for STT and TTS. Python Flask, MongoDB, , Langchain are required skill set. So, if you have experience of using elevenlabs, that would be great. Please start proposal "candy". If not, will igno...

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    Document Corners Detection AI model Закінчився left

    I am looking for an experienced Python developer with a background in artificial intelligence to develop a model that can accurately detect document corners, regardless of their shape - including rectangular, curved, and irregular corners. I have a dataset of around 500 images with coco annotations. The model should be able to run on mobile devices on live camera feed. Key Requirements: - Strong competence in Python, as it is the preferred language for model development. - Experience in AI-driven development. - Ability to present a detailed project proposal demonstrating an understanding of the project and how you intend to execute it. Interested applicants are encouraged to submit comprehensive proposals outlining your practical approach to this project, strategies, an...

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    ...with WP Bakery page builder (TBD - new milestone) - Improve our blog pages (single post, category pages, and blog main page) (TBD - new milestone) First page deliverable proposed structure: Proposed homepage sections: - header - Hero banner: a nice slogan with a creative visual - Capabilities, conversion rate optimization, revenue ops, ad ops, dev ops - Technologies: Google Analytics, Google Ads, Python, JavaScript, Figma, Wordpress, Shopify.. - Clients - Call to actions: Consulting, Dashboards, Analytics Verification Tool Skills: - Top notch designer with the ability to produce modern and simple yet beautiful designs - Be able to execute them in wordpress (we use WP Bakery page builder) - Maintain our page speed load by keeping contents light weight, and deliver clean work in ...

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    I am looking for a Python developer who can help me migrate from Lambda to a Linux box. All these are running with lambda, and RDS, they need to run off a single Linux instance in AWS, pretty straight forward migration.

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    Python Programmer-Electrical Engineer Закінчився left

    I am looking for a python programmer who can develop python code to interface with some hardware data acqusition and basic signal processing. Phidgets Device: Basic Functionality: 1. GUI for User 2. Be able to read raw data from 1-4 channels from bridge sensor 3. Be able to set ADC scale, data sampling rate 4. Perform auto zero (take X readings, average it, and subtract it from the values) 5. Calibrate sensor (we apply 3 points of known excitation to sensor, and scale reading to that using linear or polynomial fit) 6. Save raw and scaled data to CSV files You must be able to debug software with the hardware remotely via Team Viewer or remote desktop.

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    As we venture into an innovative visualization game project, we are in need of an advanced Python developer to lend their expertise in game development specifically for the Windows platform. This position entails the unique task of working with projection matrix of a camera to unravel a maze within the game design. Ideal Skills and Experience: - Proficient in Python - Experience in Windows platform game development - Able to work with projection matrix in a gaming environment - Strong technical skills in game development Unfortunately, we skipped the question regarding the visual style or aesthetics of the game. However, it is crucial for the developer to exhibit flexibility and creativity as these elements will be discussed further along the lines. We look forward to se...

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    Looking for Python expert to do code corrections based on reviews Long TERM. For initial test taks I attach code in Google Colab Notebook + TXT file with required corrections + New test data. Please asnwer to each and/or mark that which are unclear

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    Expert Xv6 and C Programmer Needed Закінчився left

    I am in need of an expert in both xv6 and C programming to complete a given project. The work involves several tasks, including troubleshooting code issues, adding new features to xv6, and optimizing performance. In your proposal, I am keenly interested in the following: - Detailed explanation of technical aspects. I want you to break down complex technical elements in a manner that I can understand. This will help me understand your methodology and process more clearly. The ideal freelancer for this job has a solid background in both xv6 and C programming. They have the ability to not just write functional code but also optimize it for maximum performance. To apply, please submit a detailed project proposal, outlining the technical aspects of the project and how you propose to solve...

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    I'm seeking a Azure Microservices along with Azure Function App expert for an upcoming project in user management, notably in user authentication and account creation. A deep, comprehensive understanding in these areas is essential. You'll chiefly work on: - User authentication - Account creation - Active user management Ideal candidates will suitably demonstrate proficiency in Python with an emphasis on basic scripting. Knowledge of PostgreSQL is equally crucial. Given that the projected number of system users is less than 1000, your design should be optimized for this scale. Previous experience in similar projects will be an advantage. A prompt delivery within agreed timelines without undue compromise on the quality of the implementation is vital for this projec...

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    ...custom chart indicators, automated trading strategies or market data analysis tools and should be able to propose and execute functionality based on your expertise - The choice of programming language is open, whether it's C#, Java, or Python, but it should fit the task at your discretion - There's potential for third-party integrations or APIs, including but not limited to Interactive Brokers API, IQFeed API, Coinbase API Ideal skills: - Previous experience developing NinjaTrader 8 add-ons - Proficient in at least one programming language (C#, Java, Python) - Experience integrating third-party APIs - Good understanding of trading strategies & market data analysis - Ability to take initiative and suggest innovative features or functionalities - Strong comm...

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    I need an expert Java programmer who can install Program A as a Lambda function on AWS as soon as possible. The specific requirements are as follow: - Comprehensive understanding of Program A - Proficient in Java programming and AWS Lambda functions - After the installation, Program A should be able to run postman tests and also process incoming web app requests promptly. This project requires immediate attention, therefore, the ideal freelancer should have a good track record of meeting tight deadlines.

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    Обраний
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    Need help to install on WSL Ubuntu 20.4 and run charts from jupyter notebook. Requirements: - Ubuntu - Python - WSL

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    Full Stack Web Developer Required Закінчився left

    I need an ace full stack developer who can create an engaging website design and handle both frontend and backend development for my project. The developer should ideally have proficiency in: - Full stack development - JavaScript (Node.js) - Python (Django) - Ruby (Ruby on Rails) Integrated skills of innovative design and robust backend functionality are a prerequisite for this project. The developer should be dedicated, punctual and open to incorporate feedback. I have a fairly flexible timeline for the project, two months, but I definitely appreciate a developer who can prioritize efficiency alongside quality. If you have previous experience on similar projects, please share samples when bidding. Looking forward to working with a passionate and professional developer.

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    I'm searching for a highly skilled and experienced backend developer proficient in Python, specifically with experience in Django or Flask. As part of the project, you will also need to build RESTful APIs and integrate GPS data. Knowledge of PostgreSQL is essential, as this is the chosen database management system. The system needs to be capable of handling large data sets and be scalable, hence experience with these is paramount. The functionalities I am looking to include in this system are: - Vehicle tracking - Fuel management - Vehicle maintenance - Digital delivery order Previous experience with such functionalities is preferred. Strong unit testing and debugging skills are also critical for this role. Familiarity with ERPNext is a plus. I need a professional who is...

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    ...advanced machine learning algorithms - Implementing Natural Language Processing (NLP) - Creating accurate forecasting and time series models Python is the preferred software for implementing these tasks, so extensive expertise in this area is crucial. This role requires an individual with senior-level experience in data science, capable of delivering high-quality, accurate results. A strong background in both statistical modeling and machine learning is necessary, as well as a proven track record in effectively applying NLP. Prior experience in forecasting and time series analysis is highly advantageous for this project. A profound understanding of Python is also vital, as it is the primary tool we will be utilizing for all data science tasks in this project. Please...

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    I am looking for a skilled Python developer who has experience in financial trading, specifically with the IBKR platform. The main task will be to develop a python code that can add an automated trailing stop-loss feature to all of my open positions on IBKR. Key Requirements: - The code should be able to adjust the trailing stop-loss according to a low-risk tolerance strategy. - The code should work specifically for Stocks, as this is the primary asset I trade with. Skills & Experience Required: - Extensive Python Coding Ability - Knowledge of Financial Trading principles - Familiarity with the IBKR platform - Experience coding Trailing Stop-Loss algorithms - Understanding of Risk Management in Stock Trading The end goal is to have a reliable, automated system ...

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    I am actively seeking a co-founder who can demonstrate a high level of proficiency in multiple programming languages (including Python, Java, JavaScript, Golang, C Programming, Blockchain, Ethereum, Bitcoin, C#, C++, Swift, Kotlin, Rust, Dart, Flutter, and Smart contract) to assist in building between 7-12 new and unique ideas that I'm sure will have millions of online downloads. **** DISCUSSION OF HOW THE OWNERSHIP WILL BE SPLIT WILL BE PRIMARY. ONE TIME/ONE-OFF PAYMENT OF 100 DOLLARS (80 POUNDS) WILL BE GIVEN TO THE CHOSEN CO-FOUNDER AS A WELCOMING/CO-FOUNDER PARTNERSHIP FEE**** Key Requirements: • Extensive technical and programming skills, with a focus on a variety of programming languages. • Familiarity and comfort working with Blockchain, Ethereum, Bitcoin, a...

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    Estoy en busca de un desarrollador de backend experimentado en Flask/Python para construir el backend de una aplicación móvil tanto para las plataformas Android como iOS. Características Clave: - La principal funcionalidad de la aplicación sería mostrar puntajes deportivos en tiempo real. Habilidades e Experiencia Ideales: - Fuerte experiencia en desarrollo de aplicaciones móviles, particularmente en el uso de Flask y Python. - Conocimiento demostrable en estadísticas deportivas y capacidad para integrar feeds de puntajes deportivos en tiempo real en la aplicación. Si cumples con estos requisitos, me encantaría saber de ti.

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    I'm looking for an expert developer to build a copy trade and front running bot that works on Solana. The bot needs to copy trades from a wallet that is using a custom program to buy/sell tokens. In addition to copying trades, the bot will also have to buy and sell before the target wallet. So the bot should use Gulf Stream to search on pending txs. I'm looking for an experienced programmer who has already created something similar. THIS IS IMPORTANT: If you have experience in developing such bots, when you contact me please send proof of your work (videos, transaction records) and your pricing for a project like this.

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    Python Web Scraping Specialist Needed Закінчився left

    We are looking for a Python web scraping expert to assist us with different python scraping tasks. Must have strong understanding of how to find and pull data from different website api.

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    Python online coding round - 6 questions to be solved (INR 500) I am in need of a Python developer who is proficient in solving medium difficulty level coding questions related to data structures. The ideal candidate should have a strong understanding of data structures and be able to write efficient algorithms using general Python syntax. Project Requirements: - Solve 6 medium difficulty level coding questions - Questions should cover topics related to data structures - Use general Python syntax to write efficient algorithms Ideal Skills and Experience: - Strong knowledge of data structures - Proficiency in Python programming - Experience in solving medium difficulty level coding questions - Ability to write efficient algorithms using Python sy...

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    I am looking for a Python expert to complete an online coding round consisting of 6 intermediate level questions. I am open to any types or topics for the questions. The expected duration for completing the coding round is more than 2 hours. Ideal Skills and Experience: - Strong proficiency in Python coding - Experience solving intermediate level coding problems - Ability to work independently and efficiently within the given time frame

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    AI-Based Matchmaking App Development Закінчився left

    ----- this is a project for freelancers only, i'm not looking for a companies. please state that you're a freelancer at the top or your offer ------ ----- please specify your experience with OPENAI API and Python ----- I need to develop a project for matchmaking between real estate brokers (seller and buyers) this project need to be implemented using Python and OPENAI API the project requirements can be found here:

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    I'm seeking an intermediate-level consultant with expertise in Convolutional Neural Networks and Recurrent Neural Networks. Your main objective will be hyperparameter tuning. Here's what you'll need: - Solid understanding of CNNs and RNNs - Proven experience with hyperparameter tuning - Proficiency in Python - Capabilities to create custom loss functions Given my budget restrictions, I'm looking for someone who is knowledgeable and efficient, making the most of resources and time available. Make your bid today. I have already partially worked on this project, but due to time constraints I cannot complete it by myself and need someone's help who is preferably constantly available here.

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    Advanced Python Professional Needed Закінчився left

    I am in need of an experienced Python professional to join my project. At this stage, no specific tasks have been defined, but the focus is likely to be on areas that Python excels in, such as web scraping, data analysis, and automations. In order to be considered for this project: - You must have advanced experience with Python. - While not mandatory, experience in the areas of data analysis, web scraping, and automation would be highly regarded. - Please include detail about your experience with Python, specifically any complex projects or tasks you have completed previously. - Any other relevant experiences or qualifications you have can also be included. This is a great opportunity for an advanced Python professional looking for their next challen...

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    I am looking to develop a portal with features akin to GitHub and OpenCollection. The key features to be included and executed seamlessly in the portal are: - Version Control System - Issue Tracking System - Collaboration tools The primary users of the portal will be developers, project managers, and designers. The portal should support JavaScript and Python. Consequently, the ideal freelancer for this project should have extensive experience in these languages and a deep understanding of version control systems, issue tracking systems, and collaboration platforms. Additionally, familiarity with how GitHub and OpenCollection operate would be advantageous.

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    XLMiner Data Analyst Needed ASAP Закінчився left

    I am seeking an expert who can employ the power of the XLMiner tool to drive insightful results from raw data in no time. data mining project (need in python, jupyter) Key Tasks: - As the specific tasks were not initially stated, I would like ongoing tasks which could include: - Data cleaning and preparation - Data visualization and exploration - Data modeling and validation This is an urgent project, so if you have: - In-depth experience with XLMiner - Ability to work quickly without compromising the quality - Proven record in Data Analysis Then please apply now. Your expertise in handling large data with XLMiner could make you the perfect candidate for this project. Let's connect and get started!

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    Expert Python Scraper for News Data Закінчився left

    I need an expert in web scraping with solid Python skills to assist in a data analysis project. You would be scraping data from various news websites for research purposes. Key responsibilities include: - Extracting specific information from these sites: primarily article headlines, published dates, and author names. Ideal skills and experience: - Proficient in Python and related web scraping libraries - Proven experience in data extraction from news websites - Attention to detail and accuracy - Understanding of data analysis Your role will be crucial in providing the core data required for our analysis.

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    I'm in search of a proficient full stack developer with deep comprehension in MERN, Python, Flask, and Django to kickstart a series of applications from ground zero with end-to-end API integration. This is for a long term position. Key Functionalities: - User authentication - Database Integration - API integration for internal and external systems Design Requirements: - Minimalist design approach - Responsive to multiple devices - Creation of unique, custom illustrations - Ability to interpret and build from Figma designs, if necessary Ideal skills and experience for this job revolve around thorough familiarity with MERN stack, Python with frameworks like Django or Flask, DevOps, as well as API design and integration. A solid grasp on minimalist design principles and...

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