Stock price prediction using linear regression pythonεργασίες

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    2,000 stock price prediction using linear regression python δουλειές που βρέθηκαν, με τιμές EUR

    ...of a skilled Python developer for a project that involves building a robust backend for an e-commerce platform. The primary goal of the platform is to facilitate a user-friendly, secure and efficient e-commerce experience for our customers. Key Requirements: - **Database Integration**: The backend should be integrated with MongoDB, ensuring a scalable, high-performance database system is in place. - **Development of E-commerce Platform**: The core focus of this project is to build a platform that supports a range of functions necessary for an e-commerce business; from product listings, cart management, to order processing. Your role is to implement these functionalities in a way that's user-friendly and efficient. Ideal Skills and Experience: - Proven experience in Py...

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    Trophy icon Pro Teemz Sports Logo Creation 6 μέρες left

    I require a WORDMARK logo for a fitness company, I prefer the logo to have no icons, your design should be incorporated into the ...(ProTeemz) or separate them (Pro Teemz). Attached you will find the file ProTeemz Colour Codes, the logo must only contain these colours or a combination of them. Post your entries on a black (#000000) background please. All "mockup" designs will be immediately rejected, I am looking for something original not generic, similarly any design that contains an element that I can download from shutter stock will also be rejected. I will comment and give positive feedback on all submitted designs each day to make the process as efficient as possible. The contest will run for the full length, there will be no winner decided or announced until the...

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    Python Developer for Application Troubleshooting -- 2 6 μέρες left
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    I am seeking a skilled Python developer with expertise in troubleshooting to resolve an issue with an application. The main purpose of the application is data analysis, web scraping and automation. Currently, the application has been crashing or freezing right at the startup. The ideal candidate for this job should have: - Extensive experience in Python programming - A background in data analysis, automation and web scraping domains - Proven track records troubleshooting application start-up crashes or freezing - Good problem-solving skills, ability to diagnose and fix bugs efficiently. Your main task will be to identify and fix the issue causing the application to crash during the startup. This is a critical project, so a timely resolution is vital.

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    ...looking for someone to develop a real-time human movement speed detection system using Python and a dynamic vision camera. Key Requirements: - Real-time Monitoring: The system should be able to monitor and calculate the speed of human movement in real-time. - Moderate Precision: Speed calculation should be at a moderate level of precision. It's crucial that the system can accurately detect and measure the speed of human movement in a real-time scenario. Ideal Skills: - Proficiency in Python programming - Experience with real-time monitoring systems - Understanding of image processing and computer vision - Knowledge of camera systems and their integration with software Your deliverable will be a well-documented Python program that can calculate and d...

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    Codeigniter developer needed at reasonable price 6 μέρες left
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    Codeigniter developer needed at reasonable price

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    Codility Assessment Aid: SQL/Python 6 μέρες left
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    I'm in need of assistance with Codility assessments, specifically focusing on intermediate-level problem-solving tasks. Your work should encompass: - Expertise in SQL or Python. Familiarity with both languages is advantageous. - Proficiency in algorithmic programming, capable of thinking strategically to solve intermediate-level problems. - Ability to assist in solving three different task types in Codility, including: 1. Time complexity problems 2. Sorting and searching problems 3. Counting elements problems Ideal candidates would have experience preparing or mentoring for codility assessments and a strong background in programming. Your intricate knowledge of problem-solving within the realms of algorithmic programming would be highly beneficial. A methodical appro...

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    Windows ArcGIS Pro Python Library Install 6 μέρες left
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    I am looking for a freelancer who has experience in installing python libraries that are not included in their package manager. I am looking to install bridge-style library so that I can process the layer styles into a database in geostyler format. I have the script to do this I just need access to the library. I am looking for a step by step process to install the library globally or in the current project if it cant be done globally. Library link. This project requires: - Proficiency in ArcGIS Pro 2.8 - Knowledge of Windows operating system - Experience with Python libraries - Understanding installing 3rd party python libraries Please, hit me up if you hold practical experience in these areas; I would love to get your assistance on this.

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    ...version of CMake changes had made it impossible. I have attached a small reduction of the code, it is pretty much just calling a CUDA kernel from the Python using Cython. The CMake builds, but when the Cython is imported the symbol cannot be found. (to build you need to define an environment variable CUDAHOME points to your nvcc) Steps: 0 (optional) you can Make the cuda code inside to check if it works (1) run (with CUDAHOME env var) (2) run (fail at this point as the .so file generated does not contain the symbol (undefined symbol)) Ideal Skills: - Proficient in both CUDA and Cython - Experience in wrapping CUDA code using Cython - In-depth knowledge on data analysis algorithms - Ability to deliver high quality, optimised code Your main task will be to ens...

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    ...established business and my Python app, which is crucial for our operations, is failing to start up properly. The app can be accessed via either of the following URLs: or Here's what I need from a skilled Python developer: - Diagnose: The primary issue is that the app crashes during startup. You need to meticulously investigate and pinpoint the root cause of this problem. - Fix: Once the problem has been identified, you should apply the necessary fixes to ensure the app starts up without any hitches. - Testing: Thoroughly test the application after the fixes to guarantee it's running smoothly. You must have extensive experience with: - Python Development: A strong background in developing and debugging Python applications is essential

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    Advanced E-commerce Site for Physical Products 6 μέρες left
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    ...designer to help me create a state-of-the-art e-commerce website. Key requirements for the website are: - Focus on Physical Products: The website is intended to sell physical goods, thus a user-friendly interface for showcasing these products is paramount. - Inventory Management: The site should feature an automatic inventory management system to streamline operations and ensure up-to-date stock levels. - Payment Method: I’ve chosen Stripe as my preferred payment method. Therefore, seamless integration of Stripe as a secure mode of payment on the website is crucial. The ideal freelancer for this project should have a wealth of experience in e-commerce website design, proficiency in the integration of automatic inventory management systems and sound knowledge of Stripe...

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    I'm seeking a skilled developer who can create a standalone piece of python code which can generate a compatible resse84 cookie which works for Incapsula and Ticketmaster Key Requirements: - Creation of Python Code which can be called to generate a usable resse84 cookie for Ticketmaster and Incapsula. Ideal Skills: - Software Development: Proficiency in building standalone software applications and experience with cookie generators or web scrapers would be a plus. - Cross-platform Development: Prior experience in creating software that is compatible with multiple operating systems will be beneficial.

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    I hope you are well, sorry for the rush. I always give you the highest quality work and am ready to be by your side anytime. I hope you are happy with my service. I hope to get good comments from you. We will work together more thanks!

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    I am seeking a proficient spreadsheet and data tracking specialist to build an auto-updating system. This system will track the NAV of various financial instruments; specifically ETFs, BDC, CLO and CEF funds. Key Requirements: - The system should efficiently track the discount/premium to NAV - The calculation for the discount/premium should be based on the Percentage Difference - Ensure an user-friendly interface with clearly labeled data points Ideal Skills: - Experience in financial data management - Proficient in automated spreadsheet creation - Understanding of financial instruments and NAVs - Strong analytical and problem-solving skills This project requires precision and a good understanding of the financial market. The end goal is to have a comprehensive and auto-updating sprea...

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    Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python.

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    HackerRank algorithmic task 6 μέρες left
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    I'm looking for a professional who can help me create HackerRank for three algorithmic tasks to be completed within 90 minutes The ideal candidate should: - Be proficient in Python and Java, with a strong understanding of data structures, algorithms, and object-oriented programming - Have experience in creating programming challenges or assessments - Be able to design medium difficulty tasks that are both engaging and challenging - Familiarity with HackerRank platform is a plus I will provide more detailed requirements and guidelines once we kick off the project. Looking forward to working with an expert in this field.

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    I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing ...

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    I'm looking for a proficient Python developer to create a script that can efficiently scrape active IPs from a text file I will provide. The following specifics are required in this project: - The Skill-set: Strong Python programming skills, experience in IP scraping and working with text files would be an advantage. - Task Details: You need to extract the 'Activity Data' from these IPs. Profound knowledge in network protocols is a must-have. - Output Handling: The activity data extracted should directly be written to a text file. A clear understanding of FileIO operations in Python would be crucial. A successful completion of this project might lead to more future collaborations. I'm looking forward to seeing your proposals.

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    Gambling Site with Colour Prediction Games 6 μέρες left
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    I need a skilled PHP developer to build a gambling website specifically for gamblers. The site should feature interesting and engaging colour prediction games and betting games like TC lottery. Leveraging your experience and skills, take inspiration from sites such as , , and Ideal experience and skills include: - Proficient in PHP or node js - Proven experience with similar websites, specifically gambling/betting sites - Ability to implement color prediction and lottery games Looking forward to seeing your interest, expertise and initial ideas.

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    ...and Lyft. 1. Mobile App Development: Proficiency in mobile app development platforms such as iOS (Swift) and Android (Java/Kotlin). Experience with cross-platform development frameworks like React Native or Flutter can be beneficial for building apps that work on both iOS and Android. 2. Backend Development: Strong understanding of backend development technologies and frameworks like Node.js, Python (Django/Flask), or Ruby on Rails. Knowledge of databases such as MySQL, PostgreSQL, or MongoDB for storing user data, ride information, and other relevant data. 3. Geolocation and Mapping: Familiarity with geolocation services and APIs for tracking user location and providing real-time navigation. Experience integrating mapping and routing APIs such as Google Maps or Mapbox for dis...

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    ...completo de ventas, desde la captación de clientes hasta la generación de órdenes de venta y seguimiento de pagos. Facturación: Desarrollo de funcionalidades para la generación automática de facturas conforme a la regulación ecuatoriana de impuestos, incluyendo la gestión de retenciones y notas de crédito. Inventario y Bodega: Configuración de un sistema de inventario que permita gestionar el stock de equipos y materiales, así como el control de entradas y salidas en bodega. Compras: Integración de un módulo de compras para gestionar el proceso de adquisición de productos y servicios necesarios para la operación del ISP, incluyendo la gestión de importaciones. Conta...

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    I require an expert capable of uploading an Excel dataset into S3 using Lambda and Snowflake to produce reports. The focus will be on identifying data anomalies over time. Your responsibilities will include: - Loading Excel data into S3 - Implementing Lambda and Snowflake for data processing - Generating time-series reports on data anomalies Ideal skills for this role include proficiency in AWS S3, AWS Lambda, and snowflake, with a keen understanding of time-series analysis in Excel reports. Experience in identifying and analyzing data anomalies is also a key component for this project. The aim is to visualize the irregularity in the data, enabling me to make informed decisions based on these reports.

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    I'm seeking a highly skilled GenAI developer proficient in Python for a content generation project. The primary focus will be on creating image content with the AI. Key Responsibilities: - Utilize Python to generate image content: Given the nature of the project, a deep understanding of Python's capabilities is crucial. You'll be responsible for building algorithms that can create various types of image content. Experience Needed: - Proficiency in Python: Extensive experience with Python is a must. You should be able to demonstrate your ability to create AI algorithms in Python. - GenAI Development: Prior experience in working on AI projects, especially content generation, will be highly valued. Please be ready to present any relevant pro...

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    I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

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    Transcribir código de SAS a Python 6 μέρες left
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    Buenos días, Por favor, OMITIR OFERTAS aquellas personas que NO HABLAN ESPAÑOL y que no son expertas en el tema. Necesito transcribir el código de SAS () a python. El objetivo es realizar el cálculo del gini luego de realizar una regresión logística donde "default" es el target y el resto de variables son la features. La base de datos se llama "" y "df_train_filter_results" contiene los resultado del cálculo del gini para cada variable y "Gini - with missing" es el valor del cálculo. Además, la lista de dummies que se menciona en el código SAS es list_especial_values = [1111111111, -1111111111, 2222222222, -2222222222,3333333333, -3333333333, 4444444444, 5555555555, 6666...

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    Proxy Configuration and CORS Issue load a web site python or node 6 μέρες left
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    Hello, I am currently facing a challenge in accessing a specific website, , from my domain or through a proxy. I prefer not to expose my IPs directly to this we...proxy details via private message. The primary objective is to access the site without direct exposure of our IPs. Additionally, the website has a CORS (Cross-Origin Resource Sharing) policy that prevents third-party domains or IPs from accessing it. However, when I configure the proxy settings directly in the browser, it works perfectly. The requirement is to write a script either in Node.js or Python, which should run on port 3000. This setup will allow us to access the site from our own server. If you are capable of implementing this solution, please consider placing a bid for this project. Thank you.

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    I have a list of 80 directories that require data extraction. I'm looking for an experienced web scraper who can handle this task using Python, Selenium, Php, Puppeteer (JavaScript) and Node.js.

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    Windows AHK to MacOS scriptà 6 μέρες left
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    I have a script written in AHK for Windows. I would like this script to be rewritten for MacOS using Python. In order to ensure that the MacOS script is as close as possible to the original Windows script, the sound functionalities need to be replicated exactly. doesnt have to be python if u know something easier and simpler to maintain i dont care Key Skills Needed: - Proficiency in Python - Experience with MacOS scripting - Understanding of AHK (previous experience with this language would be beneficial) - Proficient in sound control within scripting The ideal candidate for this role would be someone who has a good understanding of AHK and Python, and is able to adapt the sound functionality of the AHK script to MacOS, while keeping the original fea...

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    I need a Python expert who can help me with my assignment. - The assignment is focused on game development, specifically 2D platformers. - Your main task will be creating the game with Python. Ideal candidate should have: - Strong background in Python programming - Prior experience in game development, especially in 2D platformers. - Ability to understand and implement game mechanics. If you have a portfolio or examples of your work, please share them.

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    I'm currently looking for an expert who can design a data scraping script for me. However, I haven't decided on which particular website and kind of data (text content, images, links etc) should be scraped yet. Furthermore, the frequency for data collection hasn't been specified. Ideal Skills and Experience: - Commercial experience with Python or JavaScript - Proficiency in web scraping using tools such as BeautifulSoup, Scrapy, or Selenium - Ability to add flexibility for target URLs, data type, and collection frequency Please note: the project details will be finalized upon discussion. Your recommendations are welcome and appreciated. Only apply if you're comfortable proceeding considering these conditions.

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    Python Web Scraping Fix 6 μέρες left
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    My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

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    ...primary customers are homeowners, landscape architects, and gardening enthusiasts looking for high-quality decorative plants and trees to enhance their spaces. Inspiration: Think of the tranquility of a stone garden, the lushness of vibrant plant life, and the timeless appeal of elegant landscaping. We appreciate simplicity with a touch of sophistication. Contest Rules: - Original designs only; no stock images or unlicensed content. - Submit designs in high-resolution JPEG or PNG format, and include original vector files (AI, EPS). - Participants must agree to transfer all rights of the winning design to Peisagistic Stone Garden. - The possibility of future collaboration for additional design projects. EXTRA 30 USD for amazing entries. We are excited to see your interpretati...

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    Looking for a skilled developer proficient in Python, Node.js, Postgresql, and Next.js. The project involves integrating an existing Python bot into a website to automate product data input. Key requirements: -Bot Integration: Seamlessly integrate the Python bot with the website's Node.js backend and frontend. -Automated Data Input: Ensure the bot reliably inputs product-related data, leveraging expertise in Postgresql for database management. -Error Handling: Implement automatic bug reporting in case of data input errors. If you have relevant experience in bot integration and database management, please submit your bid.

    €233 - €699
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    Web App - Django Python 9 μέρες left

    Hi Ankit G, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    I am looking for a seasoned professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most benefi...

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    I need help installing the Exact Wright Fisher (EWF) software from GitHub onto my Windows 11 device. I'm encountering an issue with the discrepancy between CMake build operation using MinGW compiler and pip install defaulting to Ninja compiler. Key Requirements: - Troubleshoot and resolve the discrepancy issue between CMake and pip install - Install the EWF software from GitHub onto a Windows 11 device Experience and Skills: - Proficient with Windows 11 - Experience with CMake, MinGW, and pip install - Strong understanding of Python, particularly version 3.9 or newer - Familiarity with installing software from GitHub Ideally, I'd like someone who can quickly identify and resolve the issue, allowing for a smooth installation and configuration of the EWF software ...

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    YOUR BID PRICE IS FINAL; NO LATER CHANGE IS ALLOWED. READ CAREFULLY BEFORE YOU BID. See ATTACHMENTS. Cannot share Code before you accept. I have a Journal App built in PHP/JavaScript/Laravel which allows to enter Journal entries, country, some photos and one video of limited size, different costs etc (see ). The job is to implement the feature of Travel Route Map Creation using Leaflet and OpenStreetMap (both free, opensource). There is a tutorial here Users will be able to search a place in map, create lines of different colors from one place to another, add/tie blog posts, links and pictures with the map, dates, notes and then only map creator can download the map as Image/PDF

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    I am looking for a seasoned professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most benefi...

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    1 προσφορές

    I am looking for a seasoned professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most benefi...

    €11 (Avg Bid)
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    My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

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    I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

    €105 (Avg Bid)
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    Complete SPSS data analysis to test hypotheses relating to social media usage and exercise addiction. The goal is to identify and delineate trends and patterns from the data. Include a report for the results using APAstyle

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    I'm currently in pursuit of a Python programmer familiar with game development. The project's key focus is on developing an adventure type game with a comprehensive structure of multiple levels. Key Features Required: - You will need to design diverse environments for each level. Skills & Experience: - Strong command of Python - Prior experience in game development, preferably adventure games. - Creativity in game design. - A keen understanding of level design and progression. Your innovative insight would be highly beneficial to the creation of a captivating and challenging game. Plus, you should be able to meet deadlines faithfully and have a knack for detail. I look forward to working collaboratively with you, sharing ideas, and pushing the boundaries o...

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    I'm seeking a talented Python developer to create an action game for a first-year project. Key requirements: - Experience in game development, particularly action games - Proficient in Python coding - Ability to create multilevel gaming structure Your task would involve coding the game platform along with integrating various levels throughout the gameplay. Knowledge and experience in developing action games will be considered a huge plus. Only apply if you feel confident about tackling this challenge within the time frame and can ensure quality code.

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    I'm looking for a skilled Odoo developer who can help me seamlessly integrate Magento 1.9's user authentication with my existing Odoo 16 installation. Key Requirements: - Allow Magento users to log in to Odoo using their existing credentials - Ensure a smooth, secure, and seamless synchronization between the two systems Ideal Skills and Experience: - Proficiency in Odoo module development - Experience with Magento 1.9 and its user authentication system - Strong understanding of authentication protocols and security best practices Job Description: We are in need of a skilled software developer proficient in Magento 1.9 (now OpenMage 20.2.0) and Odoo 16 CE to create a module that facilitates user authentication between the two platforms. Our goal is to seamlessly migrate...

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    WordPress & Python Developer Needed for Python Integration 6 μέρες left
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    We are looking for a skilled developer to integrate a Python program with our WordPress site. The program requires user login and forms to feed data, which will then trigger API calls to display output on the site. The main task is to ensure smooth integration between WordPress and the Python program. The project requires the following skills: - WordPress development - Python programming - API integration - User login implementation - Form development and data feeding If you have experience in these areas and can deliver high-quality work within the given timeframe, we would love to hear from you.

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    ...science, software development, or another related field; a master’s degree is recommended Solid understanding of common programming languages used in AI, such as Python, Java, C++, and R Advanced knowledge of statistical and algorithmic models as well as of fundamental mathematical concepts, such as linear algebra and probability Experience working with large data sets and writing efficient code capable of processing large data streams at speed Familiarity with deep learning and machine learning algorithms and the use of popular AI/ML frameworks Excellent communication skills The ideal candidate will have substantial experience with Python, Java, R programming and API handling. Your main task will be to leverage these languages to develop an AI system centere...

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    I'm looking to have a Python API built to generate a multiple-choice question bank for schoolchildren in various subjects (such as Mathematics and English) using AI APIs like ChatGPT. The API should allow for different difficulty levels for the questions. Key Requirements: Development in Python. The API should possess the following functionalities: Input Parameters: a. Users will specify the number of questions needed in one set. b. Users will indicate the topic of the questions. For example, if they want a question bank on Mathematics focusing on BODMAS, they will provide keywords like "BODMAS." Users can provide multiple keywords such as "BODMAS," "Ratio," "Percentage," etc. Similarly, for English, keywords could includ...

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    Python Developer for Real-Time Stock Trading App 6 μέρες left
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    I'm in need of a Python developer to build a real-time stock trading application. The application should specifically focus on: - Real-time data streaming: The application should be able to fetch and process stock market data in real-time. - Trading algorithm implementation: I'll need you to implement trading algorithms within the application to automate trading decisions. The platform's API integration required for this application is Zerodha's API. Ideal skills for this project include proficiency in Python, experience with real-time data streaming, and a strong understanding of stock trading and algorithms. Prior experience with Zerodha's API is a plus.

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    I'm having issues with my Helios 2 program, which is written in Python. The primary problem is that it's producing incorrect output. Key Project Details: - Program Type: The codebase is for Helios 2. - Language: The program is coded in Python. - Issue: The primary concern is with the output being incorrect. I need a professional who is adept at debugging in Python to identify the root cause of the problem and subsequently correct it. The ideal freelancer for this job must have: - Extensive experience in Python programming - Strong background in software debugging - Previous experience with large codebases - An understanding of the Helios 2 program or the ability to quickly learn and understand it.

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