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    2,000 cloud analyst tugasan ditemui, harga dalam USD
    Data Analyst Tamat left

    Perlu seseorang yang ahli dalam SQL

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    Membuat sebuah artikel tentang cloud computing

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    hello.. Saya pelajar dari GMI mengambil jurusan networking. Sekarang saya berada di semester 5 dimana saya ada fyp final year project... Project kami mengenai cloud storage. Nama kumpulan kami ialah RAINBOX.. So saya berharap anda dapat menolong untuk me reka bentuk logo kami. sekian

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    I need a proficient data analyst who can effectively perform basic operations such as calculating totals, averages, and percentages on my Excel sheet. The ideal candidate should have a strong background in Excel data entry and analysis and a keen attention to detail. Efficient data formatting to produce clear and concise analysis results in a spreadsheet format is crucial for this task. Please, only bid if you are confident in carrying out these operations accurately and effectively.

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    Cloud computing & VM 6 hari left
    DISAHKAN

    Freelancer Wanted: Cloud & Virtual Workspace Architect Upgrade your business infrastructure with a secure and efficient virtual workspace! We are seeking a skilled cloud computing and virtual machine (VM) expert to design and set up a secure virtual workspace for our growing business. The ideal candidate can: Analyze our business needs and recommend the optimal cloud platform (e.g., AWS, Azure, GCP) for our operations. Design and configure a secure virtual workspace using VMs, ensuring smooth operation of essential applications. Optimize our cloud setup for cost-effectiveness and scalability to support future growth. Provide ongoing maintenance and support, guaranteeing optimal performance and security. Bonus points if you: Have exp...

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    I need someone who can simplify a c++ project for me. The project is the openDTU repository on GitHub () . I want just the inverter control functionality without all the web and cloud connection stuff. I want a library where I can add a device and control it on a ESP32 directly without connecting it to the internet.

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    NetSuite Admin 6 hari left
    DISAHKAN

    have a open job for a NetSuite developer who has a strong skills administrating and troubleshooting Netsuite/Celigo connectivity to/from Salesforce. Must be 4+ years Netsuite TechnoFunctional with strong developer expertise and hands on design, development, deployment and maintenance of integration processes between applications across cloud and/or on premise using Celigo platform (Cloud Integration, Application Integration and Enterprise web services APIs in a remote or in-person capacity as requested by the client, including but not limited to video or onsite interaction - Strong with O2C, R2R, P2P, Inventory Management, AP/AR, GL and other Netsuite areas + - Excellent with building workflows and scripting - Managing, Monitoring, Sustaining, Troubleshooting and supportin...

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    ...an ongoing relationship, contingent upon your performance and compatibility with our project goals. We also need the candidate to be able to Create a Logo and Branding for the company that will fit our concept. We are looking for someone creative and a true visionary. Must be fluent in conversational English. **Key Website Features:** - **Credit Repair Cloud Integration**: The website must integrate seamlessly with Credit Repair Cloud, using Zapier for automation. - **CRM Integration**: Ability to synchronize with our current CRM system, Active Campaign, though I am open to recommendations for alternative CRMs. - **Social Media and Marketing Tools**: The site should support easy linking and sharing across all major social media platforms, utilize AI chat capabilities ...

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    ...Rocket Chat Servers. This project involves creating a cloud-based server with capacity for 10 users mainly focusing on real-time messaging capabilities of Rocket Chat. I am open to other chat messaging services. I want a private, cloud based instant messaging service with end to end encryption. This will include you setting up the cloud service on Building the services, and providing instructions on how to add users. I will provide accounts and give access. Key Responsibilities: - Building a cloud-based Rocket Chat server - Ensuring the server supports Real-time messaging feature Ideal Skills: - Familiarity with Rocket Chat or similar messaging platforms - Experience in server setup and management - Knowledge in cloud-based systems I hope to see t...

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    I'm searching for a savvy data analyst to create a live database for personally evaluating used cars. Your work should enable me to input a car type and receive a comprehensive valuation. Key tasks: - Develop a synchronized database by drawing data from multiple car sale platforms including Autotrader, Facebook Marketplace, Gumtree, and Car sales. - Ensure that the database is equipped to effectively provide the following information from each platform for every vehicle: Price, Mileage, Year and Condition. - - Find current and historical used car price data using carsales, facebook, gumtree, autotrader, Make, model, badge - Average days on market - Lowest price, highest price, median price - How many currently for sale on each platform - Cars sold in last 12 months Fil...

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    Looking for a skilled freelancer who can develop a simple process of click few buttons and select input file to extract numeric digits from JPEG images hosted on a cloud server using the Google Vision API with their TEXT_DETECTION. More detail information from google on text extraction on remote image: The task involves extracting numeric digits using Google's TEXT_DETECTION feature from JPEG images hosted on a cloud server.: - Image URLs are provided in an Excel file (sample attached), with over 200 URLs. - The extracted numeric digits need to be added to the same Excel file in columns next to each corresponding image URL. We require only the digits with a length between 4 to 8 digits. Other text information is not

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    I'm seeking a skilled Salesforce Experience Cloud developer with a strong background in CSS and front-end design. The project involves modifying the CSS of my Salesforce Experience Cloud front end to achieve specific design changes. Key Deliverables: - Correct formatting issues with existing form application - Ensure that mobile responsiveness works for all supported devices Ideal Skills: - Proficiency in Salesforce Experience Cloud development. - In-depth understanding of CSS and front-end design principles. - Proven experience in implementing responsive design. - Strong communication skills and ability to meet deadlines. If you have a track record of successful front-end development on Salesforce Experience Cloud, I'd like to hear from you. Pleas...

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    ...Deliverables: - Market Value: I need a detailed report on the current market value of my business in the Dominican Republic. - Assets Assessment: An evaluation of the assets in the business. - Financial Projection: A forecasted value of the business for the next 3-5 years. - Cash Flow Analysis: An in-depth review of the current cash flow and suggestions for improvement. Ideal Freelancer: - Business Analyst: To conduct a detailed review of the financial statements and conduct a thorough market analysis. - Financial Expert: To analyze industry trends and build forecasting models for the future value of the business. - Dominican Republic Market Specialist: Knowledge of the local market is a plus. - Bilingual (English, Spanish) I prefer freelancers who can provide a detailed plan o...

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    I'm in need of an experienced Angular developer who is proficient in Java and TypeScript. The project primarily involves API integration and will require familiarity with cloud services, particularly AWS. Key Requirements: - Strong Angular experience (at least 80% of your work history) - Proficiency in Java (at least 20% of your work history) - Solid understanding of TypeScript and JavaScript - Previous experience with API integration - Familiarity with AWS /azure. Please be aware that I am seeking to work with individuals only - no companies. Additionally, I will require a brief interview to assess your skills and suitability for the project. Your ability to communicate effectively and work well in a remote setting is highly valued.

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    ...to set up Azure Active Directory with Smart Card Login functionality primarily to centrally manage user accounts of employees in my organization and improve security. The Key Responsibilities include: - Setup and Configure Azure AD to work with Smart Card Login. - Guarantee a flawless user experience that seamlessly integrates the smart card login feature with Azure AD. We want it to be 100% cloud based and users to use there microsoft accounts to login with there smart card. - If the smartcard is removed from the card reader we want the users windows session to be locked until they re-insert the card/resume session. Ideal Skills and Experience: - Strong experience in setting up and managing Azure AD. - Expertise in configuring smart card login functionalities. - Familia...

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    I am seeking a proficient software developer to build a comprehensive, cloud-based logistics and Supply Chain Management (SCM) software. Key Requirements: - Inventory Management: Create a system that seamlessly manages stock levels, keeping track of product volumes across different locations. - Order Tracking: Design a function that enables swift and accurate tracking of orders from inception to client delivery. - Warehouse Management: Implement an effective way to supervises goods in and out of the warehouse. - SaaS Logistics/SCM Capabilities: Develop the software to be cloud-based (SaaS) making it easily accessible and efficient for managers, staff, and clients. The ideal candidate will have sound knowledge and experience in SaaS product development and show proficie...

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    ...ensure models are accurately transcribing, analyzing, and providing insights based on the archival content. Assist in integrating AI tools that can automate the cataloging and preservation processes to enhance the archive's accessibility and interactivity. Requirements: Proven experience in AI, machine learning, or data science, especially in NLP and clustering algorithms. Familiarity with Google Cloud Platform, especially Vertex AI and Speech-to-Text services. Strong programming skills, preferably in Python or another relevant language. ...

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    ...multiple cyber threats in cloud environments. Here’s what I have in mind: • Focusing on the following cyber threats: - Data Breaches - Identity Theft - Malware Attacks • The research should incorporate AI methods: - Machine Learning - Deep Learning In the depth of your research, scrutinize the role of these AI methods; indicate their strengths, weaknesses and how they could mitigate the mentioned threats. Ideal Skills: • Solid understanding of Cloud Technologies • Deep knowledge of AI, machine learning, deep learning • Proficient with Research/Writing • Familiarity with cyber threats and security Your informed solutions and recommendations will not only score their effectiveness but also play a role in e...

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    ...need of a skilled individual to blur faces in adult content. This is to protect the identities of the individuals involved. The blurring needs to be permanent, aimed at achieving full anonymity for each person depicted. The content will be delivered to you via a cloud storage link. Ideal skills and experience for this job are: - Proficiency in video editing, especially in blurring faces - Experience working with sensitive or adult content - Understanding of the importance of privacy and anonymity - Ability to work with a cloud-based delivery system Given the sensitive nature of the content, utmost discretion is expected. The videos could range anywhere from 2-20+ minutes and would need 1-3 faces blurred. There are 15 videos total and abojt 100 minutes of content so I w...

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    We are seeking an experienced AI Voice Bot Engineer to join our team. As an AI Voice Bot Engineer, you will be responsible for designing, developing, and implementing voice bot solutions using cutting-edge AI technologies. This role requires strong technical skills in AI, natural language processing (NLP), and speech recognition. You should also have a solid understanding of cloud-based platforms and APIs. The ideal candidate will have experience in building and deploying voice bots for various industries, including customer support, sales, marketing, and automotive. If you are passionate about AI and have a proven track record in developing innovative voice bot solutions, we would love to hear from you

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    I'm seeking an experienced environmental analyst to calculate the carbon footprint of our facility located in Pensacola, Florida. This is a client's requirement to secure new business. Key tasks will include: - Gathering comprehensive data on our facility, as we haven't done so yet. Areas to cover are energy consumption, waste generation, and water usage. - Using the data to quantify the overall carbon footprint. - Preparing an easy-to-understand report on the findings. The ideal freelancer should have a strong background in environmental science or a related field, Green House Gasses (GHG) and have experience with sustainability assessment, particularly in quantifying carbon footprints. Knowledge in environmental reporting will be an asset. The ability to work with...

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    UrbanMatch facilitates authentic connections...writing unit and integration tests with reasonable coverage of code • You have an eye for great design and a feel for great UX • You are comfortable working with a team that deals with ambiguity every day • You can articulate complicated technical concepts clearly Technical Skills- • Excellent proficiency in full-stack technology - Flutter, Python, Django and REST APIs • Hands on knowledge of Cloud (AWS) and Firebase • Understanding of Data Structures and Algorithms • High-level programming expertise • Expertise in end-to-end mobile app development in Flutter • Excellent analytical and problem-solving skills Compensation- • ₹30,000 - ₹40,000/month Location- • Remote Note- •...

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    I need several specific Oracle patches for Linux-x86-64, namely: p6880880, p32904851, p34133642, and p34765931. Time is within 3 days. Send it to me via any cloud storage or torrent.

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    ...for jobs, and managing profiles and portfolios. - Build an admin portal with role-based access for monitoring user activity, managing complaints, and generating reports on job listings and user satisfaction. Preferred Tech Stack: - Front End: TypeScript framework with Server Side Rendering (React.js or Vue.js for web, React Native or Flutter for mobile) - Back End: Utilize GCP services (Cloud SQL, Cloud Functions, etc.) - Payment Gateway: Midtrans Indonesia. This work is going to be divided into 6 major stages, corresponding to 6 milestones: 1. Planning 2. Designing (Software design) 3. Developing 4. Testing 5. Implementation & Integration 6. Maintenance Details upon each stage will be discussed through online meeting If you're passionate about creating i...

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    The company has developed a leading cloud service used by companies all over the world. They now need to strengthen their sales team. This position involves work Monday to Friday during office hours (EST). Qualifications: - Solid sales skills. - Experienced in closing sales on the phone. - Solid customer support skills. - Excellent verbal presentation and communication techniques in clear English and Spanish language with no accent. - Computer experienced and internet-savvy. - Excellent customer assistance and problem solving skills. - At least 18 years old. Your role: You will work with sales towards both English and Spanish speaking leads. Basically, you will follow up on leads who have contacted the company and try to make them customers through regular sales work (calling them...

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    ...to configure and optimize a cloud-based SMTP server for my email delivery needs. Key project points: - **Current Status**: I already have a cloud-based SMTP server in place, but I'm looking for expert assistance to enhance its performance and email deliverability. - **Primary Goal**: My primary aim is to significantly increase the deliverability of my emails. I need an expert who can ensure that my messages reach the intended inboxes promptly and efficiently. - **Email Services Integration**: I intend to use this server for a variety of purposes, including marketing campaigns, transactional emails, and system alerts. It's essential that the configuration supports these different types of communications. Skills and experience required: - Proven experience in ...

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    ...skills tailored to the needs of surgeons and their patients in spanish. Skill 1: Surgical Notes Transcription Users (Surgeons): Dictate surgery notes by voice to Alexa. Functionality: Alexa will transcribe dictated notes in real-time using Automatic Speech Recognition (ASR). Users can review and edit the transcribed notes. Finalized notes will be securely sent to a designated repository (e.g., cloud storage, medical records system). Skill 2: Digital Hospital Concierge Users (Patients & Nurses): Interact with Alexa for hospital stay management. Functionalities: Scheduling: Nurses can schedule appointments, procedures, and other tasks using voice commands. Reminders: Both patients and nurses will receive voice reminders for scheduled activities. Audio-to-Text Transcription...

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    HI team, I came across a GitHub repository containing everything necessary for our current task. The goal is to utilize the referenced link to develop an AWS CDK (Cloud Development Kit) application using TypeScript. This application will deploy a monitoring solution for ECS (Amazon Elastic Container Service) stopped tasks. Our main focus will be on capturing and querying exit codes in CloudWatch Logs, so this solution will provide comprehensive details about the task, including the 'exit code' and 'reason'. Deliverables: - TypeScript codebase for the AWS CDK application. - Deployment documentation with step-by-step instructions.(readmeFile) - Guidelines for querying CloudWatch Logs to retrieve ECS stopped task information. - Optional: Recommend...

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    I am on the lookout for a seasoned EKS Kubernetes expert. My primary tasks that need help with include deployment and scaling, configuration and management, troubleshooting, debugging, and key upgrades. The EKS upgrades should ideally empower our system with improved performance, as well as apply important bug fixes and patches. The current Kubernetes platform I'm utilizing is on the cloud, specifically AWS, Azure, and GCP. Ideal Skills & Experience: - Proficiency in deploying, scaling, and managing Kubernetes clusters - Expertise in troubleshooting and debugging on Kubernetes - Familiarity with AWS, Azure, and GCP platforms - Proven track record of successful Kubernetes upgrades improving performance and fixing bugs.

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    DevOps Engineer -- 3 6 hari left
    DISAHKAN

    We are looking for a DevOps Engineer to join our team of technical consultants. You would be involved in solving technical problems and providing daily support. The task is primarily based on: 1. AWS Transit Gateway 2. Fortinet Firewall 3. AWS Solution Architect Role Also, you will be responsible for designing, building, and deploying cloud-based infrastructure and ensuring that the development and deployment process runs smoothly. You will also be responsible for maintaining and improving the security, reliability, and scalability of our systems. If you think you are the right candidate for this position, please submit a proposal describing how you can help with this project.

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    To give you a brief idea the data you are dealing with is for recipe ingredients and I need nutrition info for all those ingredients from USDA. I'm seeking a Python expert who can give me 100% accurate "mapped" data without duplicates or missing information. YOU WILL BE REQUIRED TO WRITE/SEARCH NEW script to modify my data in Excel sheets - I have 3 Excel files having a total of 50000 rows, These are ingredients from recipes, I need you to do the following tasks - (A) - Assign a new ingredient ID number to all non-duplicate Ingredients. (B) - Replace "Name of ingredients" with the newly assigned number in the whole file (C) - For all ingredients - search, get the FDC ID from USDA Food Central and save this info in a separate file. Outcomes - 1. My Excel files -...

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    I'm looking for a professional who can help me deploy my Spring Boot Maven with MySQL and React app to Google Cloud Platform. Key Responsibilities: - Deploy Spring Boot Maven with MySQL and React app to Google Cloud Platform - Ensure the deployment is running smoothly and is accessible Ideal Skills and Experience: - Strong experience in deploying Spring Boot applications - Familiarity with React app deployments - Prior experience with Google Cloud Platform - Knowledge of CI/CD pipelines is a plus, although not required in this case - Proficiency with Git for version control Looking forward to your bids!

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    I'm in need of a proficient financial analyst specializing in financial statement analysis. Mastery in evaluating Balance Sheets, Income Statements, and Statements of Cash Flows is crucial for this project. Your work will encompass: - diving deep into my company's financial health, - calculating relevant metrics or ratios to create a mock scenario. Adeptness in profitability, liquidity, and solvency ratios would make you a perfect fit. Your meticulous nature and precision will help significantly to carry this project to success.

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    Description: We require ...and deployment on the AWS cloud. Requirements: Integration with Video Meeting Platforms: The program should connect to popular video meeting platforms including Zoom, Microsoft Teams, and BigBlueButton. It should support joining meetings as a participant and capturing the audio stream from these meetings. Audio Capture: The program must capture audio from the meetings in real-time. Streaming to Transcription Engine: Once the audio is captured, the program should stream it to the transcription engine. Integration for audio streaming should be through a WebSocket connection. Concurrent Handling: The program should be capable of handling at least 15 concurrent audio streams from different meetings. AWS Deployment: The program should be deployed on the ...

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    I'm looking for a proficient data science analyst for my project. The main goals of this project are: - Predictive Modeling: I aim to create actionable insights from a comprehensive set of numerical, categorical, and time-series data. Ideal Experience and Skills: - Expertise in predictive modeling techniques (Note: the specific method has not been decided yet. I'd appreciate your insight and recommendations during bidding). - Experience in handling and processing various types of data: numerical, categorical, and time-series. - Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy. Please provide a concise summary of your experience in predictive modeling and ho...

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    Segera
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    ...and manage AWS cloud-based production systems to ensure availability, performance, scalability, and security. - Problem solve and troubleshoot production issues, ensuring swift resolution. - Manage Docker container setups and Kubernetes orchestrating the deployment, scaling, and management of containerised applications. - Collaborate with team members to improve the existing infrastructure and explore options for new technologies and automation. - Implement automation tools and frameworks (CI/CD pipelines). - Conduct systems tests for security, performance, and availability. - Develop and maintain documentation and systems diagrams. **Required Skills and Qualifications:** - Proven experience as a DevOps Engineer or similar software engineering role. - Proficient with AWS cloud...

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    I'm in need of an experienced professional who can adeptly manipulate and extract data from relational databases using Azure Data Factory for API endpoints. Key Requirements: - Solid understanding of Azure Data Factory tools and best practices - Expertise in data extraction and customization - Proficiency in multiple programming languages - Experience working with relational databases, cloud storage like Azure Blob Storage, and on-premises files - Proven track record of successful integration of different data sources using Azure Data Factory - Exceptional problem-solving skills The project involves handling an existing pool of databases constructed in a range of programming languages; hence, versatility is a must. If you are a resourceful individual who thrives on complex ...

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    ...creating and managing invoices related to product sales. It should have a user-friendly interface for easily adding products, quantities, and generating invoices for customers. - Offline Support: The app must have the capability to work offline. This is crucial as it ensures my team can continue their work even without an internet connection. Once online, the app should seamlessly sync data with the cloud. Ideal Skills and Experience: - Android App Development: Extensive experience in developing high-quality Android applications is a must. - Database Management: The app needs to handle and sync data effectively, even in offline mode. Experience with database management is essential. - Invoicing Systems: Experience in developing invoicing or similar financial systems will be high...

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    Job Title: Senior Master Data Management (MDM) Developer Monday to Friday Remote via Zoom 2-3 hours/day IST Night (7pm to 12amIST) Salary: 30,000 INR per month We are seeking a Senior Master Data Management (MDM) Developer with a f...Salary: 30,000 INR per month We are seeking a Senior Master Data Management (MDM) Developer with a focus on healthcare. Strong SQL skills for data manipulation and querying. Experience with ETL development and integration. Familiarity with Azure Data Factory and cloud/on-prem migrations is advantageous. One needs to be available in the mentioned timings and willing to work by screen share and remote control via Zoom. Skills Required: Master Data Management (MDM) ETL development and integration Strong SQL skills SSIS Azure Data Factory Cloud/o...

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    creation and mana...time before that data set is shared with the rest of the data archive will provide an interface that is accessible to anyone with a web browser. A data archive will make appropriate query tools and summary data easily will want to analyze and/or use visualization tools to interact with the data without downloading any data.A data archive is strongly encouraged to use cloud storage and computing possible, a data archive is expected to use existing infrastructures and standards. These could include persistent identifiers such as Digital Object should describe approaches to controlling data access, protecting privacy, respecting and managing consents, and adhering to the highest standards of ethical practice.

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    Project Description: I am urgently seeking a Data Analyst to conduct a thorough review and testing of a recently completed project involving atmospheric data analysis. This task requires checking if all project requirements have been met, verifying the accuracy of data analysis, and ensuring the integrity of the outputs. The ideal candidate will be proficient in R programming and able to critically assess both code and the accompanying report. Responsibilities: Review the completed R scripts and report to ensure all project requirements are specified. Conduct tests on the R scripts to verify their functionality and the accuracy of the data outputs. Provide a detailed assessment of any discrepancies, errors, or areas for improvement. Confirm that the analysis methods and results are...

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    I require a competent data analyst proficient in R programming and has a strong knack for descriptive statistics to scrutinize my experimental data. Your tasks will entail: - Harnessing my experimental data and performing a comprehensive descriptive statistical analysis. - Using R programming to ensure coherent, accurate, and efficient analysis. The ideal candidate should exhibit robust analytical skills, have substantial know-how in R programming, and a profound understanding of descriptive statistics. I have a two day deadline.

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    ...utilizes thermal facial recognition. This software will be integrated into a cloud-based Point of Sale (POS) system. Key Requirements: - Utilization of Thermal Facial Recognition: The software should be able to accurately identify and verify users through thermal facial recognition technology. - Integration with Cloud-Based POS System: The software needs to seamlessly integrate with a cloud-based POS system, ensuring smooth user experience and data synchronization. Ideal Skillsets: - Proficiency in Facial Recognition Technology: Prior experience working with thermal facial recognition technology, preferably in a payment-related context. - Cloud-Based System Integration: Proven track record of integrating software with cloud-based POS systems. - Stron...

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    Python Project 5 hari left

    I need support for day to day python project Skills req: Python, AWS cloud, Pandas Need longterm support

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    ...allowed to participate in more than one category. - He can browse school notes and summaries, edit them in his file, and print them, but he cannot download them to his personal device. The files remain with him for a specified period, and then he is asked to renew the subscription. - Supports Word and PowerPoint formats - Editing Word and PowerPoint files through the website editor, whether it is cloud-based or linked to external editors such as Google, Microsoft, or others. Ideal candidate: The ideal candidate should have a strong background in web development, especially skilled in WordPress, and I will assist him with Arabic translation. Previous experience in developing e-commerce platforms would definitely be beneficial. Your suggestion: Please detail your approach t...

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    I'm looking for an experienced data analyst who possesses expert skills in Excel and/or Google Sheets and a proficient understanding of Football, Basketball, and Baseball data. Ideally, someone who is skillful with analyzing and interpreting commercial level sports data into the form a betting model that understands, quantifies, and predicts based on specific metrics. The key characteristics of the models are: - Focus on the following sports: Football, Basketball, Baseball - Analyze the following data: Team performance, Player statistics and Game score projections to forecast point spread, totals, and moneyline bets. I have historical data ready to be applied to these models. This is a project where being communicative, organized, and knowledgeable in sports data ana...

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    As an Azure developer, you’ll be tasked with cloud migration, application development, and infrastructure management tasks. I'm looking for someone to integrate with our existing Azure resources and infrastructure. You'll need to be adept at managing low complexity projects, ensuring optimal performance and security. Essential skills and experience include: • Expertise in Azure cloud migration • Familiarity with Azure application development and infrastructure management • Experience working with existing Azure resources • Ability to handle low complexity projects effectively.

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    The objective of this project is to develop a robust image recognition system tailored for processing images of shop shelves in batch. The system must employ state of the art deep learning techniques to accurately detect and count all products displayed on the shelves. Additionally, it will be deployed as a microservice in the cloud, providing endpoints for uploading images of products to detect and images of shelves, and retrieving results including the positions of detected objects and their categories.

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