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    I'm in need of a skilled structural engineer to assist in designing a slab for a 15x9m steel-framed workshop. I have a geotechnical engineer's report which classifies the soil as Class M. The requirements are as follows: Purpose - The shed will be primarily used as a workshop, so the slab design should be tailored to support this use. Technical Details - The dimensions of the workshop are 15x9m. - I'd like a 3m apron slab on the front of the workshop. - The geo-technical engineer's report has classified the soil as Class M. Key Requirements - The workshop will only house light machinery and tools, so the design does not need to account for heavy machinery. - I don't have any specific requirements for features to be incorporated into the slab design...

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    I am in dire need of a business report that expertly intertwines the topics of taxation, finance calculations, and economics. The primary purpose of this report is to assist me in analyzing my business's financial performance and understanding the various tax implications. An in-depth understanding of these areas is essential, as the report will directly influence my financial decisions. Key Requirements: - A good understanding of taxation - Proficiency in finance calculations - Sound knowledge of economics - Ability to provide quick turnaround Only applicants who can deliver the report ASAP will be considered, as I am working on a tight schedule. Strong analytical skills will be highly advantageous given the nature of the project. Please ensure your bi...

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    I'm in need of an end-use documentation expert to create user training materials, a user manual and technical specifications for our products. - The documentation needs to be accessible to bot...in creating user manuals, user training materials. Experience in the tech industry would be a plus. Documentation will most likely be hosted using Docfx, so the final format should be markdown. The software is a Web Application has 10 simply admin screen (e.g. Countries CRUD), a Dashboard, 6 medium complex screens with data validation rules (which should also be documenated, about 30 validation rules), One data visualisation screen with charts and metrics, and 3 export report pages for different industry regulations. I will provide access to the application so that you...

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    I need an experienced Facebook Ads Specialist to manage and optimize my ads for my fashion and apparel eCommerce brands. Key Responsibilities: - Optimize our current Facebook ad campaigns to boost sales and conversions. - Create new, ...Specialist to manage and optimize my ads for my fashion and apparel eCommerce brands. Key Responsibilities: - Optimize our current Facebook ad campaigns to boost sales and conversions. - Create new, highly-targeted ad campaigns to increase ROI. - Regularly monitor and report on the performance of all campaigns. Skills and Experience: - Proven track record of running successful Facebook ad campaigns for eCommerce brands. - Expertise in optimizing ads for boosting sales and conversions. - Strong analytical skills to monitor and report on camp...

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    MATLAB Visual Processing and Object Detection: The first task will be to detect and segment objects in images us...separate the balls from the background and evaluate the accuracy of the segmentation. This task has been completed. Only a report will be written. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one How to do this task will be explained. and re...

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    I need a 1500-word research report based on interviews conducted within the hotels and tourism industry. The main focus of the report should be on analyzing consumer behavior within this sector. Key aspects to include: - Booking Behavior: Understand how consumers in this industry make their booking decisions. - Customer Preferences: Insights into the specific features or services that attract consumers in this sector. - Travel Decision-Making Factors: Identify the key factors that drive consumers to make travel-related decisions in the context of hotels and tourism. The report must be completed within 1 day and should adhere strictly to a template I will provide. Your expertise in market research, consumer behavior analysis, and experience within the hospitality in...

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    I'm in need of a LibreOffice Base specialist for form and report generation. Specifically, I require the creation of: - Input forms - Query forms - Output reports More specifically, I need a data entry form with a focus on a form view format. The successful candidate should demonstrate an excellent understanding of LibreOffice Base and form creation in various formats. Ideal Skills: - In-depth LibreOffice Base knowledge and experience - Expertise in form and report creation - Familiarity with form view format structures.

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    I need several insightful blogs centered around business report writing, aimed specifically at helping business students. The main aim of the blogs is to provide high-quality samples of business reports that students can learn from. The ideal freelancer for this job: - Possesses excellent writing and communication skills. - Has a strong business and academic writing background. - Has good knowledge of business report structures and concepts. - Is capable of writing engaging, easy-to-understand contents. Please provide samples of prior work in your bid. Your experience in educational writing and understanding of academic business reporting will make you the perfect fit.

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    Research report on ‘A STUDY ON CONSUMER PERCEPTION OF PRODUCT PACAKGING’

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    ...particularly in the context of aspect-based sentiment analysis. - Expertise in NLP: Familiarity with Natural Language Processing techniques and Arabic language processing would be a significant asset. - Data Handling: Proficiency in handling Excel datasets, processing text data and preparing it for ML model training. The dataset is ready, Your role will include: - Model training: Implementing the araBERT model for sentiment analysis on the given dataset. - Evaluation: Ensuring the model's accuracy and fine-tuning it for optimal results. - Providing documentation: Delivering a comprehensive report of the model's performance and any recommendations for further improvements. I'm looking for someone who can deliver quality results within a reasonable ti...

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    ...Tasks: - Conduct customer preference and taste analysis: Gather data on what my potential customers like and dislike. - Competitor analysis: Identify my competitors and provide a detailed analysis of their strengths and weaknesses. - Explore market trends: Understand the current market conditions that may influence the success of my product. - Investigate the desire and purpose of consumers: Uncover the underlying motivations of consumers that lead them to make purchasing decisions. - Identify Desire Benefits and Pain Points of customers - Your report has to lead into advertising copy Deliverable: - Written report: A detailed document that encapsulates the findings of the research. - Infographics: Visual representations of key data points and trends. I...

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    I need an expert to help me determine if an echocardiogram image has been tampered with. Key Requirements: ...tampered with in any way. - Patient Identifiers Inconsistencies: I want to check for inconsistencies in patient identifiers, especially regarding mismatched patient names or incorrect patient ID numbers. Ideal Skills & Experience: - Proficiency in image analysis and forensics. - Experience working with medical image data. - Knowledge of common image tampering techniques. - Strong understanding of patient identifier standards in medical imaging. - Ability to provide a detailed report on the analysis findings. Please include in your proposal your relevant experience and approach to this task. A successful candidate should be able to provide a comprehensive analys...

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    I'm seeking a seasoned business professional to c... Through this project, my main goal is to attract potential investors. Key tasks include: - Creating a strategic, persuasive presentation outlining my business plan. - Conducting a brief analysis of the current lawn care and gardening market trends. - Showcasing an assessment of the financial performance of the business so far. Ideal Candidate: - Extensive experience in business planning and report writing. - Background in the lawn care, gardening, or a relevant industry. - Proven ability to create successful investor presentations. - Excellent understanding of financial analysis in a business setting. Your expertise will play a crucial role in the growth of my business and attracting the critical investment needed to pro...

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    ...a detailed financial report, commonly known as a pitch book, to present to Directors of Icahn enterprises. The report should contain key information regarding my company's financial standing, as well as market analysis and competitive landscape. This project is crucial in securing funding for the next phase of our business growth. The ideal freelancer for this project should have: - Previous experience in creating financial reports, specifically pitch books - Strong analytical skills to interpret financial data and market trends - Proficiency in creating visually appealing and engaging presentations - Ability to effectively communicate complex financial information to a non-expert audience, such as investors Key deliverables include: - A well-organized financ...

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    I'm searching for a skilled researcher with experience in market assessment, specifically for the online food delivery industry in Germany. I've identified convenience for customers ordering food online as my primary servic...comprehensive market research on the online food delivery service in Germany. - Provide information on the necessary steps to start such service including potential risks and the required budget. - Identify primary competitors and provide an overview of their strategies. Ideal Skills: - Great research and analytical skills - Understanding of German food delivery market - Proficient in data interpretation - Excellent report writing skills Your research will be instrumental in developing an actionable plan towards establishing an online food de...

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    I'm i...from our service management software on a weekly basis. The chart is basically to display the Technician's daily sales of labour and material sold (shown in separate charts. - Financial Data: These reports will be based on our financial sales data, so the expert should be comfortable working with and manipulating this type of information. Ideal Skills: - Proficient in VBA for Excel: The ideal freelancer should have a deep understanding of VBA and Excel and be able to leverage this knowledge to create the necessary automation. - Financial Acumen: A background in finance or experience working with financial data would be advantageous in ensuring the reports are meaningful and accurate. If you have the skills and experience to help with this project, p...

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    I am seeking an expert in Multiple Regression A...expert in Multiple Regression Analysis to evaluate the disparity between black and white judicial outcomes using public data. Your primary task will be: * Assessing the impact of multiple factors to understand the composition of racial disparity in the judicial system * Analyze and interpret the regression outputs to identify significant factors contributing to the disparities The ideal candidate will have: * Strong statistical skills, including experience with multiple regression analysis * Proficiency in statistical software to handle public data * Experience in socio-economic or judicial data analysis would be a plus. Your final deliverable should be a detailed report outlining your findings and recomme...

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    I am currently searching for a proficient and experienced market researcher to conduct an in-depth feasibility study surroundin...researcher to conduct an in-depth feasibility study surrounding the domestic packaging industry. This study will primarily focus on assessing market potential to aid in a more effective business decision-making process. Key Responsibilities: - Carry out an exhaustive study of the domestic packaging market. - Identify key trends, opportunities, and potential challenges. - Create a comprehensive report with detailed findings and recommendations. Ideal Skills: - Proficient in Market Research. - Extensive understanding and knowledge of the domestic packaging industry. - Exceptional analytical and reporting skills. - Prior experience in conducting feasibilit...

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    I'm looking for a skilled Perl expert to help me remove duplicates in an Excel dataset. The removal process should be based on multiple columns, ensuring a thorough cleanup. Ideal Skills & Experience: - Strong proficiency in Perl programming - Proficiency in data analysis - Expertise in Excel and handling large datasets - Prior experience in removing duplicates from Excel based on multiple columns Communication: I prefer to have project updates through video calls, so please be comfortable with this form of communication. Your ability to walk me through the process will be highly appreciated.

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    I am seeking a guy to make blackbook report for disaster management of landslide using machine learning (UNet Model)

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    ...tackle over 10,000 requests for processing and report generation tasks. This role involves time-series (FLUX) work which many developers might find challenging. Key Information: - Focus on real-time data analysis: Your primary aim will be to analyze data in real-time and manipulate it in useful ways. - InfluxDB experience preferred: For this project, you will need to familiarize yourself with or have prior expertise in InfluxDB as this is our specific time series (FLUX) database for storing and querying data. - Predictive analysis reports: From the processed data, the expectation is you will be able to generate predictive analysis reports. Ideal candidates would be individuals with deep knowledge of Fast API Python and InfluxDB for real-time dat...

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    ...business. Key Features: - Calculation of total receivables - Aging analysis of receivables - Customer-wise summary of receivables - Report by department - Aging report - Total Sales - VAT report - Report by month Specific Formulas and Calculations: - Sum - Average - Count - Xlookup Data Organization: - By customer name - By invoice date - By payment due date - By month - By department Ideal Skills: - Proficiency in Excel and experience in creating complex spreadsheets - Strong understanding of accounting principles and reporting - Attention to detail to ensure accuracy in formulae and data organization - Ability to design a user-friendly interface for easy data input and analysis This project requires someone with a strong backgroun...

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    Urgently require a proficient Excel whizz who can efficiently perform financial calculations and analysis, especially pe...other business aspects. - **Financial Analysis**: Ability to perform rigorous financial analysis is crucial for this project. This includes but not restricted to calculations of various crypto sales and purchases. - **Report Generation**: Need customized, detail-oriented reports and summaries of all crypto activities in a coherent, easy-to-understand manner. Ideal candidates should have: - Extensive experience and knowledge in managing and analyzing financial data using Excel - Familiarity with cryptocurrencies and their market dynamics - Excellent analytical thinking, data interpretation, and reporting skills Kindly note the urgency and bid ...

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    I need an adept Teams Administrator to set up and manage Powerbi report access and Share OneDrive accounts for the upper echelons of my company. The desired individual should ideally have experience handling Teams Administration for medium-sized groups (10-50). Details: • Allocate Powerbi report access: The task involves granting read-only access to Powerbi Reports for the Executive and Management teams in my organization. • Share OneDrive accounts: You will also need to set up Share OneDrive accounts specifically for these segments. Ideal Candidate: • The ideal candidate will have proven experience in Teams Administration. • Proficiency in managing and configuring Powerbi and OneDrive • Experience working with medium-sized teams...

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    ...sector and experience working with nonprofit organizations and international donors. Responsibilities: • Lead project planning, scheduling, resource allocation, and project accounting. • Manage remote project teams to ensure compliance with project deadlines and milestones. • Coordinate and attend virtual meetings for project updates, team coordination, and strategy sessions. • Monitor and report on project progress to senior management and stakeholders. • Implement and manage project changes and interventions to achieve project outputs. • Handle detailed, complex concepts and problems and make rapid decisions regarding management and development issues. • Plan and implement project strategies in alignment with organizational goals. Qu...

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    ...analysis and reporting. Key Task Requirements: - Integrate worksheets from a master worksheet using advanced Excel formulas and functions, ensuring seamless data pulling. - Design needed features including the ability to automatically hide and unhide tabs based on the selections made on the "Master Sheet. As well as pull in all needed information from the "Master Sheet" and any "Data Entry Sheet". Ideal Skills and Experience: Successful candidate should possess: - Deep understanding of advanced Excel formulas and functions. - Previous experience in designing visualization charts and custom query builders. - Strong analytical and data organizing skills. - Experience in converting independent Excel worksheets into a master file. - Knowl...

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    I am in need of an expert in social media marketing who can help me grow my presence on Facebook, Instagram, and Youtube. Key Responsibilities: - Develop and implement a social media strategy to increase my brand's visibility - Regularly create engaging content to drive user engagement - Monitor and report on social media KPIs I'm looking for a professional with a strong background in social media marketing, ideally with experience in growing followers and engagement across multiple platforms. Knowledge of these specific platforms (Facebook, Instagram, Youtube) is essential. The ideal candidate will also have excellent communication skills and a keen eye for trends in social media. If you are a creative thinker with a knack for engaging online audiences, I'd lov...

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    I'm seeking a proficient developer to create a new Revit plug-in that automates certain tasks. The primary objectives of this plug-in will be: - Adding safety alerts, specifically focused on...automates certain tasks. The primary objectives of this plug-in will be: - Adding safety alerts, specifically focused on fall protection and hazardous materials, in order to maintain robust safety standards. - Generating comprehensive reports derived from these safety alerts and other relevant data. If you have experience in software development, specifically with Revit and plug-in creation, your skill set may align perfectly with my project requirements. Familiarity with automated alert systems and report generation will be advantageous, as will a good understanding of construc...

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    I need support in applying the Jdime merge tool to resolve merge conflicts in my Java code. The ideal freelancer would have: - Proficiency in Java pr...with Jdime - Ability to quickly resolve merge conflicts in Java code I am looking for a smooth and automated merging process, which ultimately eradicates coding discrepancies. Proper communication and coding knowledge are necessary in order to effectively address and solve these types of conflicts. Note: I have written Java code. This code uses (the Jdime tool) to merge two versions and then report the results. If Jaime successfully combines these two versions, however When we executed the code, it showed that all the conflicts that we provided are not margable by Jdime, I am not confident in these results that is why I need ...

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    I need assistance in setting up a mail merge (publipostage) in Excel to report information from the Excel sheet into a Word template. Key requirements: - Excel Data Analysis: You should have experience in data analysis using Excel. - Mail Merge: Proficiency in creating mail merge documents in Excel advanced - Word Template Populating: Understanding of how to populate Word templates with data from Excel. It's important that only the text information from the Excel file should be included in the Word template. Ideal skills and experience: - Proficiency in Excel and Word - Experience in data analysis - Familiarity with mail merge functionality - Previous experience in setting up similar Excel-Word integrations. Please get in touch if you've...

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    I will write a detailed report as we discussed.

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    I'm looking for an experienced Laravel developer to create an API "spend manager", the system have to do: Web -login -CRUD users -CRUD projects -CRUD category spend -CRUD spend (with option to upload 2 images optional). -Option for assign users with a projects. -Report to see spends with filters project and category App (ionic angular) -login - create and modify spends. -for upload images there are 2 options, with camera or with a image file stored in the device. -list of projects - some users only can see the proyects that they have assign. Database tables: users, projects, category, spends, user_project. spend_image, images Ideal Skills: - Proficiency in Laravel and PHP -Proficiency using Ionic Angular or other language for app android. - Experience in deve...

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    I am currently seeking a skilled and discreet professional to conduct a thorough bac...misrepresenting themselves. Requirements: - Proven experience in private investigation or related field. - Knowledge of local laws and regulations pertaining to privacy and investigation. - Ability to gather information discreetly without violating the subject's rights. - Strong communication skills and attention to detail. The ideal candidate should be able to provide a comprehensive report on the findings, which should include verification of the following: - Identity and personal history. - Employment and education claims. - Any other relevant information that could affirm the individual's credibility. Please note that confidentiality and ethical conduct are paramount ...

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    300 backlinks with 40+ DA. 3 times report in a month. Every 10 days report.

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    ...primarily designed for report-drafting purposes. The features should include a professional touch to show the seriousness of the report. Key Features: - Incorporate a header and footer; this will provide consistency throughout the document. - Develop a table of contents; this would help in better navigation of the reports. - Styling options; provide a variety of styles to choose from, for each report can convey different messages. Color Scheme: - The color scheme of the template should primarily revolve around different shades of blue. Must-Haves: - Advanced understanding of Microsoft Office Suite, particularly in Word. - Strong sense of design and color coordination. - Proven experience creating Word templates. Through the project, I wish to streamline the ...

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    Job Title: Experienced YouTube Ads Media Buyer for Travel Industry Compensation: $600 per client Location: Remote/Anywhere About the Job: Join our team as a YouTube Ads Manager and be part of something special. As our YouTube ads manager, you will work with us on per client basis and be responsible for the following tasks: *Setting up and launc...*Daily management of YouTube campaigns once they go live *Build & A/B test high-converting landing pages. * etc, etc Requirements: *Good English with clear communication. *Experience setting up, launching and managing effective YouTube campaigns *Proven track record that you’re able to prove *Knowledge of landing pages, funnels, conversions, testing etc. *Ability to check on client campaigns and report results into a Google ...

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    ...The ideal candidate will be adept at ensuring accurate tracking of key events and actions critical for conversions, and will play a pivotal role in optimising our marketing efforts. it's crucial to be able to report on conversions from PPC Efforts. Key Responsibilities: Implement and maintain GA4 Conversion Tracking on the website. Continuously verify and improve GTM Setup (Google Tag Manager) for optimal performance. Ensure accurate tracking of key events and actions for conversions, such as clicks on buttons, form submissions, and calls from ads. Set up and maintain Summary Report Cards in Google Ads for insightful conversion tracking. Regularly verify Google Analytics Reporting to ensure the correct display of conversions from ads. Skills and Experience: Demons...

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    ...and research Market data and information for your business. Target Markets: I will provide you services for product development and market research on businesses and industries in: USA (United states) UK and all European countries including Spain, Germany, Italy, France etc. America countries ( Canada, mexico, Brazil, Columbia etc) Services included; General market research Market Research, analysis, report Business Research Online, Internet Research Market and industry statistics Industry analysis competitor analysis Brand Research Product Research Lead generation Linkedin Research and Web Research Contact information Research Contact list building etc. The pricing will depend on the nature of the work, deliverable and the information that you require. The Market da...

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    Develop client portal, With below minimum functionality 1. Security – it should be a secure system as it involves Customer information. This security should apply to data in motion and the rest. 1.1 use of SSL certificates 1.2 controlled user and administration access to the Loan System Management administration page and hosting environment. 1.3 Backup 1.4 Other security features – please propose. 2. Audit trail – the customer portal must have record all user transactions or activities and allow for retrieval when necessary (activity history). 3. Scalable – they customer portal must be scalable to accommodate new products that may be introduced. 4. Integration – the client portal must have the capability to integrate with USSD solution and Loan Managem...

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    Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be involved in our pre-employment screening by conducting a visit to our candidates’ former employer address with the candidate’s consent letter. JOB DESCRIPTIONS: • Conduct the site visit to the candidate’s former employer • Conduct the basic verification about the candidate in the candidate's former employer; to verify whether the candidate was indeed an employee at the specified com...

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    In need of a proficient Power BI specialist...compelling reports and dashboards. The project requirements are: * Connecting to various online data sources including SAP and M-Assist. * Implementing a predetermined design for the reports and dashboards. * Incorporating bar charts, geographic maps, and drill-through capabilities. The ideal freelancer for this job should have: * Extensive experience with Power BI. * Proficiency in connecting Power BI to various online data sources. * Sound knowledge in creating and implementing report designs. * Expertise in producing bar charts, geographic maps and drill-through capabilities. Prior experience working with SAP and M-Assist will be highly beneficial. If you are accustomed with converting data into insightful vis...

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    I'm looking for a skilled data analyst with experience in R studio. The main tasks are statistical analysis and data visualization based on a dataset that consists of numerical, categorical, and time series data. Key Tasks: - Conducting statistical analysis to identify patterns and trends within the dataset. - Using the data for making predictions, comparing groups or categories. - Developing data visualizations (charts, graphs, etc.) to help better understand the data and its implications. Ideal Skills & Experience: - Proficiency in R studio and its data analysis tools. - Expertise in statistical analysis, predictive modeling, and data visualization. - Experience in handling various types of data including numerica...

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    I'm looking for an expert in R programming to help me with my project. I need assistance in data analysis, statistical modeling, and data visualization. Key Requirements: - Experience in data analysis, statistical modeling, and data visualization using R. - Proficiency in managing small datasets (less than 1,000 rows). - Ability to deliver the results in a written report format. Ideal Skills: - Strong background in statistics and data analysis. - Previous experience with R programming. - Excellent communication skills. It's crucial for me to have someone who can not only handle the technical aspects of this project but also communicate the results effectively in a written report.

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    I need a proficient data analyst to dive into the data of our trading platform. The main objective How to Deposit and withdrawal with this trading platform Key Requirements: - The analysis should focus on identifying trading patterns. - You will also be required to pinpoint potential market opportunities from the data. - A comprehensive and detailed report of your findings will be expected as a deliverable. Ideal Skills and Experience: - Strong background in data analysis, particularly in trading and financial data. - Ability to derive meaningful insights from raw data. - Proficiency in creating detailed and comprehensive reports. I'm open to suggestions and methods, and am looking forward to seeing how the data can be util...

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    I operate in the finance industry and require a professional business analyst with a specialized focus in financial analysis. Your responsibilities will include, but not be limited to, assisting with: - The production of a one-time report - Providing ongoing financial analysis support Those with previous experience in the finance industry are highly preferred, as this knowledge will prove vital to the interpretation and understanding of our specific business context.

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    Premise - Data for Every Decision TM Companies all over the world trust Premise to help them make data-driven business decisions. Our clients include Coca-Cola, Pepsico, Mondelez, Nestlé, Diageo, Unilever, Deloitte, Shell, and L’Oreal. Our Contributors report on products placed on supermarket shelves and help us know where public opinion is sitting on an important issue through the tasks in the Premise app. Our blend of technology and global community is uniquely positioned to discover anything, anywhere, on time. For this project, we are looking for a freelancer that: - Resides in Seattle, WA - Owns a mobile phone with Android 7.0 or iOS 13.0, or higher version - Available to visit a retail location at 1916 Queen Anne Ave N, Seattle 98109 and collect ...

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    Companies all over the world trust Premise to help them make data-driven business decisions. Our clients include Coca-Cola, Pepsico, Mondelez, Nestlé, Diageo, Unilever, Deloitte, Shell, and L’Oreal. Our Contributors report on products placed on supermarket shelves and help us know where public opinion is sitting on an important issue through the tasks in the Premise app. Our blend of technology and global community is uniquely positioned to discover anything, anywhere, on time. For this project, we are looking for a freelancer that: - Resides in Walnut Creek, CA - Owns a mobile phone with Android 7.0 or iOS 13.0, or higher version - Available to visit a retail location at 1372 S California Blvd, Walnut Creek 94596 and collect the data requested You can...

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    I'm seeking an expert in Learning Management Systems (LMS) with a focus on educational platforms. The system should accommodate between 100 and 500 users and deliver specific functionality: - Course Enrollment & Management: The LMS should allow for seamless registration and easy management of a wide array of educational courses. - Progress Tracking & Reporting: I need the ability to monitor and report on student progression through course material. Prior experience in developing educational platforms is highly preferred. With a deep understanding of LMS features, potential candidates should be comfortable working with scalability for a medium-sized user base. Communication skills are key, as there may be a need to incorporate discussion forums in later development.

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