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    5,000 analysis sentiment python zakázek nalezeno, ceny v EUR

    ...všech koutů světa a jejich prezentace, Frontend - ty: jde do všech koutů světa také). Odměna je podíl na zisku. Do budoucna až bude projekt kompletně hotový uvažuji o přijetí investora, který by nám pomohl s jeho rozjezdem s "Big Bang". General: Technologie: WordPress, Elementor, Astra, Python, SQLLite, Django, Pandas, Numpy Provider: Forpsi / Webglobe / AWS / Jiný (s největší pravděpodobnosti služba: "Virtuální privátní server (VPS)" nebo "Virtuální managed server (VMS)" --> na serveru poběží ještě můj python code generující obsah, plus vlastní doména Data: jsou uložena zat&iacu...

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    V tuto chvíli jsme na světe nenašli podobný projekt a tak se potřebujeme posouvat dopředu rychleji. Věříme v sílu freelancers a virtuálních týmů. Aktuálně na projektu pracuje 7 lidí, z toho 4 programátoři (javascript, python). Hledáme kolegu nebo kolegyni, který/á by dokázal vývojový tým dlouhodobě zastřešit. Kromě znalosti programování, zkušenosti s řízením týmu a koordinací vývoje SW, je nutnou podmínku kvalitní angličtina.

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    Hledáme python developera pro rozšíření týmy pro přepsání webové aplikace. Zabýváme se diagnostikou snímků očního pozadí pomocí umělé inteligence pro medicínské účely. Našim posláním je včasný záchyt pacientů aby jim byla poskytnuta odborná péče včas a předešlo se tak vážným poškozením jejich zraku. Potřebujeme přepsat aplikace z C# (na základě poznatků z pilotního provozu) do pythonu. Cílem je přepsat obslužnou část aplikce, která v sobě zahrnuje user management, use casy používané lékařským personálem ...

    €11 - €17 / hr
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    Only candidates with experience in software development and...with a specific internet service, so that we can provide a TV box to test new software that has not yet been released on the market. This is a work from home job and you must live in Hungary or the Czech Republic. Hourly paid. No more than 8 hours of tests spread over 1 month. Job description: -Tasks will include user testing and bug reporting: documentation of process, tests, results and analysis. Job Requirements: - Experience in testing or software development. - Proficiency in English. - Experience in software testing/QA/Software development - Live in Hungary or Czech Republic Do you want to learn more about us? Check out: Crowdtesting Platform: Managed by:

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    Hledáme python developera pro rozšíření týmy pro přepsání webové aplikace. V Aireen se zabýváme diagnostikou snímků očního pozadí pomocí umělé inteligence pro medicínské účely. Potřebujeme přepsat aplikace z C# (na základě poznatků z pilotního provozu) a protože většina týmu používá běžně python, rozhodli jsme se využít situace přepsat aplikaci do pythonu. Cílem je přepsat obslužnou část aplikce, která v sobě zahrnuje user management, Use casy používané lékařským personálem pro nahrávání snímků, spuštění ...

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    Machine Learning Project Python

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    Machine Learning Ukončeno left

    Matlab or Python project to be

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    Potrebujeme udelat nekolik updatu na jiz existujici aplikaci (Python, Django, JS). Vzhledem k tomu, ze vetsina updatu ma byt hotova pred Vanoci, potrebujeme nekoho, kdo se bude moci projektu plne venovat a bude to pro nej priorita. V pripade spokojenosti je zde sance na dlouhodobou spolupraci. Vice info povime ve zprave.

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    Analysis & research Ukončeno left

    Consultoria de investigación

    €2129 - €3548
    €2129 - €3548
    0 nabídky

    V současné době do naší firmy hledáme spolehlivého, flexibilního programátora na dlouhodobou spolupráci. Hledáme člověka, který by byl schopen fungovat v týmu a byl připravený vést o vývoji diskuzi. Možnosti úvazku: HPP, DPP, Půl úvaze...diskuzi. Možnosti úvazku: HPP, DPP, Půl úvazek Odborné znalosti: - Dobrá znalost vývoje a návrhu firmweare v jazyce C/C++ - Zkušenost s programováním procesorů ARM, (znalost kompilátoru RVCT výhodou) , MediaTek - Znalost vývojového prostředí VisualStudio 2008 a prostředí Linux - Orientaci v elektronických schém...

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    Mac Python Naprogramovat script v Python, ktery bude a) cist zpravy na Twiteru a Telegramu od definovanych odesilatelu, b) ze zpravy vyjme ciselnou informaci a vlozi ji do .xls a odesle na Api. Jedna se o udaje o pohybu trhů. Zprovoznit na Osx.

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    Python and OSM Ukončeno left

    Re: Pro_9.6.17_Suha

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    Vytvořit software Ukončeno left

    ...Mitteo, první chytrý terč na světě, byl stvořen pro sportovní střelce ISSF. Jde o jediný kompaktní box připojený přímo na váš tablet, smartphone nebo počítač. Hledáme schopné vývojáře Kdo bys měl být: Nadaný vývojář s chutí experimentovat a tvořit. Vývojář, který chce expandovat do celého světa. Tvé schopnosti by měly být: ARM Dobrá znalost C/C++ (Python). Znalost GNU/Linux. Znalost síťové komunikace a ARM architektury. Základní znalost Image Processing. Zkušenost s ARM mini pc (Rasberry Pi, Beaglebone, Arduino). Tvá hlavní zodpově...

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    Jedna sa o jednoduchy program, ktory sluzi na vykreslovanie hodnot z databazy do 2D grafu. Tieto hodnoty su vykreslovane ako "body" v grafe, kde na X-ovej osi sa nachadza casova os (datum + cas "YYYY-MM-DD HH:MM:SS") a na Y-ovej osi trvanie (minuty "int/float"), rovnako je tvorena aj databaza. Toto vsak je uz hotove, na zjednodusenie sme pouzili matplotlib kniznicu, avsak potrebne je dorobit malu cast do kodu. TASK: Vykreslovanie bodov ostane nezmenene, avsak s jednym rozdielom. V databaze sa moze nachadzat 10 000 zaznamov, z toho moze byt 2000 pondelkov, 3000 utorkov, atd. v zavislosti od daneho datumu v databaze. Tieto hodnoty sa teda budu vykreslovat tak ze na X-ovej osi budu atributy (pondelok, utorok, streda, ...) a Y-nova os ostane nezmenena, cize ...

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    I am looking for an experienced developer well-versed in C++ and Python to resolve build issues in a Bitcoin repository. These issues encompass compilation errors, dependency conflicts, and build script problems. As yet, no initial troubleshooting steps have been tried on the issues at hand. The ideal talent for this project should have: - Extensive knowledge of C++ and Python. - Experience resolving build issues, specifically in a Bitcoin repository. - Expertise in dealing with dependency conflicts and build script problems. - Ability to analyze compilation errors. - Independent problem-solving skills as no preliminary troubleshooting has been done. This project will require both strong technical skills and effective communication to ensure all build

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    I am looking for an accomplished application developer who can assist me in creating a comprehensive golf swing analyzing app using AI technology. Key Features: • Golf swing analysis and improvement suggestions • Platform compatibility: The application must be operable on both iOS and Android. • Account creation: Users must be able to register and create personal accounts. Ideal Skills and Experience: • App development for both iOS and Android • User interface design for mobile applications • Experience in developing sports, particularly golf-related apps would be a bonus. Permissions and User Roles: • Users will only have permission to upload their own data and view it. Any data provided by the user should remain private.

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    Need urology consultation -- 2 6 dní left
    OVĚŘENÉ

    I'm actively seeking a skilled medical professional, ideally with a background in urology, to provide a second opinion on my urinary tract infection (UTI). The scope of this consultation includes but not limit to the following: - Analysis of my condition - Review of existing medical records - Providing recommendations for management and prevention Key skills required for this job include: - Medical degree with a specialty in urology - Notable experience in managing UTIs - Excellent communication skills Note: I have not disclosed any prior treatments for my UTI hence your advice will be based on symptoms and case history alone. Your insight will play a crucial part in my health management strategy. Join me in this journey towards better health.

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    I'm planning to start a business and need an extensive research to be completed. I need data from US ...demographics, crime rates, economic indicators and items that reflect retirees. - Detailed information about the data points source such as is the data free, who is the source, etc. - Starting point will be surveys published that will be provided to you on topics such as "Best place to retire in the US." Ideal freelancers for this project should have: - Experience in market research and data analysis. - Understanding of the U.S. regions and cities. - Ability to meet strict deadlines. - Clear and concise reporting skills. - Provide your research in an MS Excel document This project will require a keen eye for detail and the ability to present data in an understand...

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    I need a proficient Python programmer to undertake a multifaceted project involving three primary tasks: - Data analysis: You should be adept at analyzing and interpreting complex data sets, transforming data into actionable insights. - Web scraping: The project requires mining data from various websites. Existing knowledge of web scraping methods and tools is expected. - Backend development: The successful candidate will demonstrate strong backend development skills to ensure the smooth functioning and accessibility of data. Unfortunately, I skipped the questions about the project's main goal and timeline. But, I am looking for someone who can discuss the necessary deadlines in more detail after understanding the scope of the project. Relevant experience and timelines...

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    I'm planning to start a business and need an extensive research to be completed. I need data from US ...demographics, crime rates, economic indicators and items that reflect retirees. - Detailed information about the data points source such as is the data free, who is the source, etc. - Starting point will be surveys published that will be provided to you on topics such as "Best place to retire in the US." Ideal freelancers for this project should have: - Experience in market research and data analysis. - Understanding of the U.S. regions and cities. - Ability to meet strict deadlines. - Clear and concise reporting skills. - Provide your research in an MS Excel document This project will require a keen eye for detail and the ability to present data in an understand...

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    I’m looking for an experienced Python developer with a solid understanding of Django and Flask, who can help me with the amalgamation of two separate Python projects. Here are some details about my requirements: - Integration Order: The order of integration isn't a matter of concern to me, so I'm comfortable with starting either way. - Data Flow: My preference is to migrate the Flask Python code into the Django application, as opposed to running the two in parallel. We won't be exchanging any data through an API. - Flask Functionality: The specific Flask feature to be integrated into the Django app is simply the API endpoints. However, the final decision on exactly which APIs will be incorporated will be made in due course, so your understanding...

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    ...construction project. Specifically, your primary task is to provide expert guidance in the building design and construction management for our commercial building. Your responsibilities include: - Overseeing the entire construction process from inception to completion - Managing construction activities and ensuring high-quality work within constraints of cost and time - Providing rigorous structural analysis to ensure the safety and sustainability of the building Ideal candidate: - Relevant Civil Engineering degree or an equivalent qualification - Extensive experience in commercial construction projects - Strong knowledge in modern construction methods, health and safety regulations - Exceptional leadership and project management skills This is an exciting opportunity to sho...

    €5 - €9 / hr
    Zapečetěný DOM
    €5 - €9 / hr
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    I'm seeking a Senior Python Developer with a minimum of 10 years of experience to take on the integral role of developing and administrating a Human Capital Management System (HCMS) web application. Responsibilities: - Full stack development of the HCMS - Software and system administration Required Skills: - Solid understanding and experience with Python - Expertise in MySQL database - Substantial knowledge about web application development Preferred: - Familiarity with Human Capital Management Systems The ideal candidate must have a strong grasp of Python, the MySQL database, and web application development workflow. Experience with HCMS will be a huge plus. You will be given full control of the development and administrative tasks, so proactive management ...

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    Retail Sales Representative 6 dní left
    OVĚŘENÉ

    I operate in the Retail industry and I am looking for an expert Sales Representative who can excel in several tasks. Your job will comprise of acquiring ne...relationships with potential clients. - Product Demonstrations: You must be able to efficiently and persuasively show our clients our product range, explaining features and benefits on the spot. - Data recording and analysis: Accurate and consistent documentation and interpretation of sales data is essential to this role. This position requires you to travel consistently for client meetings, so willingness and ability to do so is a must. Ideal candidates are those with a strong background in retail sales and a proven track record in customer acquisition. Proficiency in data analysis tools and client presentation is als...

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    I am in desperate need of a seasoned accountant familiar with QuickBooks who can expertly handle bookkeeping, tax preparation, and financial analysis for my business. Skills and Experience: - Profound expertise in QuickBooks - Extensive experience in bookkeeping, tax preparation, and financial analysis The right candidate for me is someone who has attained a level of career maturity, indicating "senior" level experience. I need an accountant who can diagnose, troubleshoot, and solve complex accounting problems while delivering high-quality service.

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    I need a skilled Python programmer to create a script that enables me to connect to a checkpoint MDS and CMA and panorama. I am looking to automate the process of analyzing a list of IP addresses in a CSV file and eliminate the obsolete objects from the rulebase of a specified policy package. The key functions for this project are: - Reading from a CSV file - Checking the existence of specific objects - Auto-deleting obsolete objects where required - Generating a detailed report upon task completion A deep understanding of Python is essential for this job, as well as familiarity with Network Security and Checkpoint Firewall. Experience in automation and reporting is also needed. I'm hoping for a solution that increases my work productivity by reducing manual tasks.

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    I need someone that can make a simple webapp that takes my CSV data for data analysis using some LLM. Please write I KNOW LANGHCAIN in your description. Preferably someone who can code it along with me.

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    ...data extraction and analysis, specifically focusing on sales data. Here is what I expect to realize: - Extract sales data from a primary spreadsheet, the crucial elements being sales revenue per item. - Utilize this information to calculate sales commission based on a percentage of sales. The ideal candidate will possess strong data analysis skills and a thorough understanding of sales commission calculation. They should be detail-oriented and precise, fully capable of extracting relevant data and manipulating it efficiently to determine accurate commissions. This task requires an effective grasp of spreadsheet utilization. Diligence in ensuring the accuracy of calculations and comprehending the provided data is essential. A background in sales or financial analysis...

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    As an author, I'm commissioning a comprehensive eBook specifically covering advanced topics of stock market investment, technical and fundamental analysis. Skilled financial writers and analysts are ideal for this project. Key content: - In-depth examination of stock market cycles: This needs to include theoretical explanations, practical examples, and case studies. Essential skills: - Expert knowledge of stock market cycles, technical and fundamental analysis. - Experience writing Financial eBooks for advanced readers. The final eBook should serve as a robust guide for those looking to deepen their understanding of the stock market beyond beginner or intermediate levels. It should be insightful, credible, and compellingly written. Copyright must be given to us.

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    Seeking a skilled Python Developer who specializes in web scraping for data analysis and competitor research. This entails: - Scraping Airbnb websites - Extracting specific data types: product details, customer reviews and seller information The ideal candidate has a robust background in web scraping, data analysis, and Python development. It would be a plus if you have worked on similar projects related to e-commerce platforms. Final deliverables would be a clean, structured database containing the specified data. Please include any relevant experience in your proposal and clarify your approach towards data scraping on e-commerce sites.

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    ...purchases. The following skills will be needed: Web Development Skills: Frontend Development: HTML, CSS, and JavaScript: Create the user interface (UI) for the website. Responsive Design: Ensure the site works well on various devices (desktop, tablet, mobile). Webcam Integration: Implement webcam access and video display. Backend Development: Server-Side Languages: Choose a language like Python (Flask/Django), Node.js, or Ruby on Rails. API Design: Create RESTful APIs for game flow, user authentication, and AI interactions. Database Management: Set up and manage databases (e.g., MySQL, PostgreSQL, or MongoDB). Streaming media Streaming and Video Skills: WebRTC - Understand how to integrate streaming services for webcam video. Video Encoding and Decoding: H...

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    DOM
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    web scraping 6 dní left

    i I want a Python developer who can code a script that open 1 page online store on google chrome and Checks the availability of a products on this page thane the script poste on x platform to tell product is Available now on the store , its only One page contains 8 products , You do not need to deal with more than one page . the script must keep Refreshing the page , and Checks product availability.

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    YOU WORK WITH API (make sure ...handle data entry and online transactions with potential for additional data analyses. Key Tasks: - Automated data entry - Automated online transactions - Capability for graphic analysis Types of Data Handled: - Textual data - Numerical data - Potential for other forms of analysis Ideal Skills and Experience: - Strong background in automation, particularly robotic process automation - Experience with handling both textual and numerical data - Flexible approach to potentially expanding scope to include additional types of analysis in the future - Prior work in data entry, online transactions, and data analysis - Excellent understanding of data management and automation - Problem-solving aptitude to devise efficient routines an...

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    ...demand(consumption ) forecasting and production/imports gap. Key Elements of the Project: - Introduction to and code development for ARIMAX, SARIMA, MARS, Random Forest, and XGBOOST models. - Application of these models to energy production/imports demand analysis, with a specific eye on predicting energy consumption and forecasting demand. - Utilization of diverse data sets including historical energy consumption data, relevant weather data, and pertinent economic indicators to train and test models. Ideal Skills and Experience: - Proficiency in Python programming, especially in the context of machine learning, AI, and deep learning applications. - Solid understanding of energy forecasting models mentioned (ARIMAX, SARIMA, MARS, Random Forest, and XGBOOST) and their pra...

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    ...our customers do instead of asking them what they want. making and testing real products to see how people actually use them, valuing actions over words. We'll combine the use of proven tools like Shopify to sell online and Google Analytics to understand our customers, with the freedom to try new and bold ideas. They can be easily integrated with more advanced e-commerce solutions and data analysis tools like Tableau or Power BI. we'll start simple and then go more sophisticated as we learn what works. Mix of skills, from design and marketing to technology and product development, but more than that, people willing to learn and adapt. To move quickly, we'll test the entire team's ideas in the real world and keep improving without wasting time or resour...

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    I am seeking a proficient data analyst familiar with Jupyter or Google Colab. The key tasks include data loading, exploratory analysis, handling missing data, and clever visualization techniques. The dataset size is large with more than 10,000 records. Ideal Skills and Experience: - Proficiency in using Jupyter or Colab - Experience in various data loading techniques - Strong ability to perform exploratory analysis - Expertise in handling missing data - Mastery in developing insightful visualizations - Knowledge of diverse data types (just in case we venture into textual or image data) - Ability to identify patterns, make predictions and support data-led decision making My ideal candidate has done similar work before with a large dataset. Please provide your previous expe...

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    I'm seeking a tech-savvy individual to aid in a broad initiative encompassing graphic design, website devel... - Social Media Management: Crafting engaging content and strategies on various social platforms to keep our young demographic engaged and growing. Ideal skills and Experience: - Proficiency in Graphic Design and familiar with design software. - Strong website development skills; knowledge of SEO optimization is a plus. - Effective social media strategist with an understanding of metrics and analysis to gauge success and adapt strategies accordingly. - Previous experience targeting the young adults demographic would be advantageous. Your role will aid in increasing brand awareness and positioning us as a brand of choice among young adults. I'm looking forward t...

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    ...experience: - Proficient in PHP and Laravel framework - In-depth knowledge of user authentication and database integration - Proven experience with payment gateway integration - Familiarity with the range of features necessary for a functional and effective crypto exchange platform, including: - User wallets for secure money storage - Trading charts for insightful data visualization and analysis - Order matching engine to pair buying and selling orders - Full exchange capabilities to support a wide variety of cryptocurrencies This project revolves around creating an e-commerce portal dedicated to secure and efficient trading of cryptocurrencies. I'm looking for a developer who can turn this vision into reality. Your proposal should include a timeline and plan...

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    I am seeking a skilled hydrological engineer to develop a comprehensive residential drainage plan. The size of the properties are varying, from as small as .2 acres to as large as 2 acres. Key tasks to be performed: - Flood modeling and analysis to meet pool construction permit requirements - Water resource and stormwater management The ideal candidate should have a solid understanding of, and experience with, handling complex residential drainage issues, including devising strategies for flood control and stormwater management, particularly in the context of swimming pool construction. Experience in working with various property sizes and familiarity with related permits is a crucial requirement for this project. We are particularly interested in modeling exfiltration trenches/ ...

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    python with Apache ignite 6 dní left
    OVĚŘENÉ

    I need some with with PYignite knowledge, Some one should work on metrics and let me know the read and write operations for the datsets.

    €7 - €17
    €7 - €17
    0 nabídky

    I need an expert who can help me tap into a niche for selling a subscription service for a school management website. Key Skills: - Market Rese...Visitor Badge Creation -- Childcare Management -- Zoom and Google Meet Integration -- Tutorial and Library Management -- Transport and Hostel Management -- Sponsorship and Announcement Features -- Multiple Payment Gateway Integration -- Online Admission and Complaint Management -- Data Import Functionality -- Asset and Inventory Management -- Leave Application Processing -- Detailed Reports and Analysis Tools -- Social Media Integration Can any other school management software match this comprehensive suite of offerings? Experience the best with BG Online School Management Software. Visit us at to learn more.

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    I require a skilled Python programmer who can accurately use relevant data to forecast Covid outcomes for a specific locale. I will provide Covid case numbers for this single location, and expect accurate forecasting from the analysis. Ideal candidates should: - Possess robust Python programming skills - Have experience in forecasting and data analysis - Be familiar with handling health-related or Covid-specific data Please only apply if you are comfortable working with this type of data and can handle the sensitive nature of this subject with professionalism.

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    I'm looking for a seasoned Python developer with specific experience in video analysis to create a script that can process a full mp4 video and identify the positions of a Color Checker card ( ). The idea is to scan each frame of the video, locate the Color Checker, and log its position. Key Requirements: - The script should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - take a look here: - The output should detail the (as a class, ColorCheckerCardPosition) ... - file path ... - file name

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    I'm in need of a comprehensive spreadsheet highlighting trending AliExpress products for a dropshipping business. While no specific product category is required, I am interested in understanding the potential niches I could get into. The task includes the following: - Compiling a list of trending and potentially profitable products. - Providing actionable insights on potential niches based on the product data. - Recommendations on strategic approaches to dropshipping these products. Unfortunately, I did not specify any particular product categories, and I'm open to any that show potential. I'm looking for someone who has: - Proficient in market research, specifically for dropshipping. - Expertise in data extraction and spreadsheet compilation. - Comprehensive understa...

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    Project: Arab in Hollywood Film 6 dní left
    OVĚŘENÉ

    I'm immersing myself in an American Literature PhD and need support in writing and editing the content of my thesis. Key aspects of the project: - You'll be assisting with the writing and...Literature, their themes and impacts. Skills and experience essential for the task: - Extensive knowledge of and a passion for American Literature - Strong research abilities, ideal for digging up relevant literature and analysis - Exceptional writing and editing skills: you should be comfortable tailoring content to an analytical style and able to communicate complex literary concepts clearly - Previous experience in editing or contributing to academic theses would be a plus This work requires a true literature aficionado, capable of crafting insightful and detailed analysis...

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    Tech Content Writers for Python 6 dní left
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    We are currently looking for experienced writers to produce high-quality articles on Python programming. We are sharing a few topics that we would like you to write about. Not less than 1500 words, with sample code and screenshots if necessary, with grammarly and plagiarism checks done. Each article should be in Word document. Per article, INR 500. versus Python Key differences Python certificates 3..SQL versus Python , which one to learn 4.Python Libraries for Datascience 5.10 Python Tips and Tricks Every Developer Should Know with Databases in python Python Functions of Iron python Python in C# Applications Giants that use python

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    I am in need of a detailed structural report on a commercial building that is set to undergo new construction. This project will require: - Comprehensive analysis of the building's overall structure, with a specific focus on the T bar ceiling and drop ceiling. - Inspection of the strength, durability, and stability of these identified areas. - Delivery of a thorough and understandable report documenting findings and potential concerns, to ensure that new constructions are safe and up-to-standard. Ideal skills and experience for this job include: - Certified professional structural engineer. - Extensive background in inspecting commercial structures. - Experience in new construction site inspections. - Exceptional communication and reporting skills. Your expert input wi...

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    I need a skilled data analyst who can extract valuable numerical data from a publicly accessible website without direct acces...skilled data analyst who can extract valuable numerical data from a publicly accessible website without direct access to its database efficiently. I would appreciate if the chosen freelancer has: - Mastery in Data Scraping and Analysis - Demonstrated experience in working with Google Sheets - Proficiency in extracting numerical data from public websites The main tasks include: - Accurately identifying and extracting numerical data from the targeted public website. - Ensuring accurate and efficient transfer of the extracted data into Google Sheets for further analysis.

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    I'm seeking a skilled Digital Marketer specialized in Pay-Per-Click (PPC) advertising to manage and optimize campaigns for my adult content website. Key Responsibilities: - Development, execution, and management of PPC campaigns - Monitoring and analysis of campaign performance - Optimization of campaigns to improve ROI Ideal Candidate: - Proven experience in managing PPC campaigns, preferably in the adult content industry - Ability to target a general adult website audience - Strong analytical skills - Proficiency in digital marketing tools Note: the primary purpose of these campaigns is to be defined, as it will be aligned with overall business objectives. The skillful PPC expert should be ready to adjust and pivot depending on business needs.

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