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    2,000 report regression analysis minitab jobs found, pricing in INR

    ...professional to help me debug and rectify the problems at hand. My company's WINDOWS SERVER 2016 OR HIGHER BASED system, , is designed for data analysis and reporting. The system was set up less than a month ago and was functioning as expected. However, 10 days ago, it suddenly stopped loading properly, without any changes being made to it or its environment. I have working copies of the site and desktop versions that I can upload. The application must work at least for a month. The primary issue to be resolved is the system not loading. It's crucial that this is fixed promptly to restore our ability to analyze and report data effectively. Furthermore, you must connect the online version to the desktop version residing in server. In other words, when the use...

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    Python Code for Data Analysis 6 days left
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    "I want to create a simple Python project that can scan grocery items and provide information about them, such as protein, calories, added sugar, and other nutritional facts."

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    ...SaaS business. Our services specifically target small to medium-sized businesses. Our strategy material must highlight: - Our unique selling proposition - Detailed product features - A robust financial model to entice potential investors or stakeholders. The business plan should include at least these three core components: - A compelling executive summary - Comprehensive market research and analysis - Cutting-edge marketing and sales strategies The ideal freelancer for this task should have experience in drafting effective strategies for tech startups, specifically SaaS. Excellent understanding of analytics services, coupled with experience in developing collateral targeted at small to medium-sized businesses, is a plus. We also value freelancers with industry-specific knowle...

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    ...multi-sheet file that requires data analysis, formula application, and design enhancements. Key Requirements: - Data Analysis: The primary aspect of this project is to analyze the existing data. - Formulas and Functions: Implementing formulas and functions to drive accurate calculations and insights. - Formatting and Design: Enhancing the visual appeal of the sheets, ensuring they are user-friendly and professional. The file contains 2-5 sheets, and I anticipate that the work will involve a mix of data analysis, formula implementation, and design adjustments. Since I've opted to complete the project, I'm open to any additional suggestions you might have to enhance the overall functionality of the sheets. Ideal Skills and Experience: - Proficiency in d...

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    I need a financial model for my venue, specifically tailored for investment analysis. The powerpoint should focus on taking information from a research report and putting into slides. Ideal candidates for this project should have experience in alternative investments, investment banking, or asset management.

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    ...Key Project Details: - The script should be able to accurately identify a trend based on the definition of "higher highs and higher lows". - When a trend is identified, the script should take no immediate action but continue to monitor the market conditions. Ideal Skills and Experience: - Proficiency in Pine Script and experience with TradingView platform. - Strong understanding of technical analysis, particularly in the context of identifying trends. - Previous experience in developing trading scripts or bots is highly advantageous. - A background in finance or trading would be beneficial. This project requires a freelancer who is detail-oriented, with a keen eye for market trends, and can create a reliable and efficient script that aligns with my specific requireme...

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    I need a financial model for my venue, specifically tailored for investment analysis. The powerpoint should focus on taking information from a research report and putting into slides. Ideal candidates for this project should have experience in alternative investments, investment banking, or asset management.

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    SEO Specialist Needed 6 days left
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    ...related to offshore financial services. - Perform site audits to ensure the website is optimized for search engines. Ideal Candidate Profile: - Prior experience in SEO for financial services, particularly in the offshore industry, is highly desirable. - Proficient in conducting keyword research and analysis. - Proven track record of increasing organic traffic and improving search engine rankings. - Familiarity with SEO tools like SEMrush, Moz, or Ahrefs. - Strong analytical skills to monitor and report on the performance of SEO strategies. Target Audience: - Businesses interested in offshore financial solutions - High net worth individuals seeking wealth management services - Individuals looking for offshore banking and company formation If you have a solid background i...

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    I need a sharp-minded specialist to design a captivating educational presentation aimed at my fellow students. The presentation should be built around the concept of formal academic style, focusing on succinct messaging, credibility and erudition. Key Requirements: - Craft a structure that includes a strong flow of argument, compelling evidence, and insightful analysis - Utilize appropriate graphics, diagrams, statistics, and references - Expertise in PowerPoint or other presentation software Ideally you'll have: - Strong experience in designing academic presentations - Exceptional understanding of education related topics - Creativity in presenting dense information in an understandable manner

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    I'm in need of a skilled data analyst who can help me analyze our sales data. Your main task will be to focus on our sales performance by region. Budhet is 100CAD Key responsibilities: - Analyzing sales data, with a focus ...Budhet is 100CAD Key responsibilities: - Analyzing sales data, with a focus on regional performance - Generating insights from the data - Creating an insightful dashboard Your deliverable will be an interactive Excel/Google Sheets document. This should clearly present the insights you've uncovered, particularly the regional sales performance. Ideal skills and experience: - Proficiency in data analysis, especially with sales data - A track record of creating insightful dashboards - Familiarity with Excel or Google Sheets, and the ability to create i...

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    Looking for a proficient researcher to provide comprehensive research services e.g., market trends, competitive analysis, industry insights. The ideal candidate will have a knack for gathering and analyzing data, attention to detail, and the ability to deliver accurate and timely reports. Strong communication skills and the capability to present findings in a clear and concise manner are essential. If you have a proven track record in delivering high-quality research, we'd love to hear from you! Requirement; 1. Filled Verification form with Sign and Stamp along with verifier details. 2. 5-6 geotagged photos in which name board of Issuing Authority is visible. 3. In-case of refusal, I need written refusal statement with Sign and Stamp along with detail of person i.e. name, desi...

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    Now I need a proficient R programming expert, with a solid understanding of large data set analysis. As this project is focused on predictive modeling, specifically regression models, your skills and experience should highlight your familiarity and expertise with the following tasks: - Statistical Analysis: Your main task would be centered around executing statistical analysis and modeling using R programming. The project primarily requires predictive modeling, like regression and machine learning techniques. - Regression Models: Given the nature of this project, it's critical that you have a keen understanding of regression models. Your role would entail using these models with R programming to analyze the large data set provided. Y...

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    taming tesseract.js 6 days left
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    we can do a task in different ways: I want to extract text from images with but I have a vulnerability error code which concerns , firestore and others I don't see any report but that's it for me prevents us from going further to remove these vulnerabilities?

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    I'm in need of an experienced financial analyst with expertise in the retail sector. Your role will be predominantly focused on analyzing the following financial metrics: - Profit margin - Liquidity ratios - Debt ratios The ideal candidate has an in-depth understanding of bookkeeping and ca...retail sector. Your role will be predominantly focused on analyzing the following financial metrics: - Profit margin - Liquidity ratios - Debt ratios The ideal candidate has an in-depth understanding of bookkeeping and can provide insights into ways of improving these financial metrics in a retail context. Also, a thorough understanding of tax preparation is appreciated as it can inform the analysis. You should also have experience in presenting complex financial data in an easy-to-und...

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    I've had a hacking attack in the past and now need to regain my peace of mind by having an ethical hacker check my devices for security. The devices to be checked are my Windows computer and Android Smartphone. Desired Skills and Experience: - Proficient ethical hacker with experience in computer and smartphone security. - Knowledge of Windows and Android operating systems...to regain my peace of mind by having an ethical hacker check my devices for security. The devices to be checked are my Windows computer and Android Smartphone. Desired Skills and Experience: - Proficient ethical hacker with experience in computer and smartphone security. - Knowledge of Windows and Android operating systems. - Ability to conduct a thorough security check and provide a detailed report o...

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    ...through the data I provide. Key Project Details: - Analysis Focus: The data to be analyzed includes website traffic, user behavior, and conversion rates. You're expected to provide a thorough and insightful examination of these aspects. - Data Collection: Data collection for the website is currently managed via Google Analytics. Your experience and proficiency with this tool is crucial. - Deliverables: I'd like the results of your analysis to be presented in written reports and clear visualisations ( an interactive dashboard maybe). These should be detailed, accurate, and accompanied by valuable visual representations of the data. Ideal Qualifications: - Proficiency in Data Analysis: You should have a strong background in data analysis and an ab...

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    I urgently need a comprehensive security check on my network and servers. In particular, the focus areas should be: - Firewall and network infrastructure - Operating systems and software - User access and permissions - Internal server coding and potential backdoors Even though I didn't specify any compliance standards for you to follow, a good understanding of common ones like PCI DSS, HIPAA, and GDPR would be beneficial. Skills and Experience: - Expertise in network infrastructure and firewall setup - Thorough understanding of different operating systems and their vulnerabilities - Experience with user access management and permission settings - Knowledge in server coding and identifying backdoors I can't stress enough the urgency of this project, it needs to be completed...

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    I’m looking for a freelancer proficient in Excel who can create a dynamic tool for my restaurant business that helps in managing my food costs and menu pricing calculations. Key responsibilities include: 1. Cost Analysis: Crafting a spreadsheet that can factor-in: - Food cost percentage - Gross profit margin - Break-even analysis 2. Menu Pricing: The spreadsheet should provide calculations on: - Menu item profitability - Menu item pricing based on the desired profit margin Ideal candidates are detailed-oriented and have substantial knowledge in cost analysis and pricing strategy in the restaurant industry. Excel expertise including functions and formulas is paramount. Past experience in successfully building such tools will be a definitive plus...

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    For this project, I'm looking for an expert in machine learning and image recognition to develop a model that will accurately identify food ob...identify food objects from images: Key Objectives: - The model should focus explicitly on food items with the end goal being to assess the share of shelf products in stores. Please ensure that the model can identify a range of different food types, with a strong understanding of diversity in shapes, sizes, and packaging. - The final application of the image recognition model is for retail shelf analysis. Ideal Candidate: The perfect match would have experience with object recognition models, particularly food items and retail environments. Strong proficiency in machine learning and related software would be a substantial advantage fo...

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    ...pregnancy and their correlation with health outcomes to establish timelines for early detection. Clinical Application: Develop protocols for the integration of biomarker screening in prenatal care practices to improve early diagnosis and management of pregnancy-related complications. Methodology: Sample Collection: Collect placental tissue post-delivery from a diverse participant pool. Biomarker Analysis: Use biochemical assays and molecular biology techniques to quantify biomarker levels. Data Integration: Correlate biomarker data with pregnancy outcomes collected from medical records. Statistical Modeling: Apply statistical models to predict the risk of complications based on biomarker levels. Expected Outcomes: Enhanced Screening Protocols: Establish more effective screening...

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    I'm looking for a...staircases. Key Requirements: - Conduct a CFD analysis focusing on the mentioned areas - Provide an overview of the fire spread - Analyze temperature distribution, pressure distribution, and heat flux - Prepare a detailed but basic CFD analysis report - Offer some insights into technical aspects of the findings Ideal Freelancer: - Holds a degree in engineering with a specialization in CFD - Has experience in simulating fire spread in large complex structures - Proficient in using CFD software and interpreting results - Can translate complex technical data into understandable insights - Good communication skills and able to provide a clear, comprehensive report on the CFD analysis. Please note that I need a basic overview, not...

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    I'm seeking an expert in Az...Azure cloud cost savings particularly with regards to the purchase of reserved instances for Virtual Machines. Through Azure Advisor Savings, I have identified an opportunity to potentially reduce total costs. As such, I'm seeking an expert's review and recommendation concerning this initiative. Key Responsibilities: • Review current Azure Advisor Savings recommendation • Provide a comprehensive report justifying the necessity or otherwise of the reserved instances purchase • Recommend optimal configurations (if necessary) to maximize cost savings Ideal Skills and Experience: • Proven experience in FinOps, particularly on Azure Cloud • Expert knowledge on Azure VM Reserved Instances • Strong understandi...

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    I'm looking for an experienced writer to help create weekly project reports, focusing primarily on documenting the progress of the project. The report must include: - A brief on key challenges we've encountered and overcome. - Summarization of significant accomplishments during the week. Ideal candidates should have demonstrable experience in project documentation and report writing. The ability to distinctly highlight all the pivotal points of a project's progress in an easy-to-understand manner is a must-have skill.

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    I'm seeking an expert in data analysis to help with profiling and analyzing our financial data. The ideal professional will have the following experience and skills: - Proficient in financial data analysis - Able to generate comprehensive analytical reports - Experienced in Excel for data presentation

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    Trending View: Unveiled 6 days left
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    Hello, how are you . I am looking for a PineScript developer and he must be proficient in it. I have some indicators that need some modifications and new additions Well, you may be the right person, so I will write everything here and respond immediately so that we can agree quickly.. All I want is for you to create the modifications that I will ask of you and add the additions that ...I know that edits and additions vary depending on the text and its difficulty, but it will be simple because I will provide you with almost everything... If you were to create this work for $7 - $15 for one edit, it would be good, and it is possible that I have Many amendments exceeding 15 amendments or more It is preferable to have experience in technical studies such as (harmonic analysis... time ...

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    Power BI report 9 days left

    As discussed in the messages, power bi report to be created

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    ...the next level! This project provides a complete sales and marketing makeover for your freelance services. We'll start by conducting a thorough competitor analysis to understand your market landscape. Then, I'll help you craft a unique selling proposition (USP) that sets you apart from the competition. We'll develop a sales process that streamlines converting leads into paying clients. I'll create engaging content to showcase your expertise and attract potential clients. We'll also explore social media marketing strategies to build brand awareness and connect with your target audience. Project Deliverables: Competitor analysis report. A clear and concise USP statement. A defined sales process. Content calendar with engaging content ideas....

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    I'm looking for a UiPath expert to help automate a daily report generation process. This will involve: - Interaction with a Database: The automation should be able to pull the necessary data from a database for report generation. - Daily Scheduling: The automated report generation should be configured to happen daily. Ideal Skills/Experience: - Proficiency in UiPath: You should be well-versed in UiPath, with a strong understanding of its features and capabilities. - Database Interaction: Experience in working with databases is a must, as the automation will rely on this to source data. - Automation Scheduling: Previous experience in configuring daily automated tasks is highly desirable.

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    I am seeking a developer to create a telegram Solana ping bot that tracks response and pings new Solana coins based specifics. An essential feature of the bot is to attempt to filter out as many rugs by implementing analysis. The bot needs to be sophisticated enough to distinguish genuine coins from potential rug pulls. Ideal skills and experience for this job: • Extensive experience in Solana bot development • Deep understanding of liquidity metrics • Experience in dealing with rug pulls • Understanding of how Supply distribution analysis works.

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    ...Dotan, Israel • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guideline. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

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    ...application must be compatible with Windows. Key Features: - **Data Downloading**: The primary function of the application is to download 1 minute stock market data from the any chosen stock exchange in real time. - **Data Saving**: The downloaded data needs to be saved to a csv file. - **Data Filtering Options**: The application should allow for various data filtering options to facilitate data analysis. - **Real-time Alerts**: It should provide real-time alerts triggered by certain market conditions as well as calculated alerts based on oscilator calculation - **Historical Data Access**: The application should also facilitate access to historical data. The ideal freelancer for this project is someone who: - Has prior experience in developing applications for stock market data...

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    ...510643,SINGAPORE • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guideline. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

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    I'm looking for a software developer to create a program that is focused on data analysis. The software will be used to integrate and analyze data from a trading view. Key responsibilities include: - Building a software that can efficiently integrate with trading view to pull relevant data for analysis - Developing tools for comprehensive data analysis - Ensuring the software is user-friendly and easy to navigate - Troubleshooting and fixing any bugs or issues that arise Ideal skills and experience for the job include: - Proficiency in software development - Prior experience with data analysis software - Familiarity with trading view - Strong problem-solving skills - Good communication and teamwork skills

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    As someone seeing great results with high visibility on search engines, I'm now keen to elevate my current SEO standing further. I believe attention in these three areas would get me the...links directing to my website. Any proven techniques to improve our backlink profile are welcome. - Website Loading Speed: Ensure my website is running efficiently and quickly. Need help to identify and resolve speed issues contributing to lowered search rankings. The ideal freelancer for this project should demonstrate an excellent grip on SEO, skilled in technical SEO audits like backlink analysis, developing SEO strategies, improving website loading speed, and a track record of successful keyword optimization. I need these improvements implemented as soon as possible given the urgency o...

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    I require a comprehensive Building Management System with ERP functionalities. The solution should be primarily web-based, enabling improved operational efficiency. Key Features: * A well-developed Risk Management module, to facilitate identification, analysis, evaluation, and control over potential risks. * An Incident Management module, which enables quick response and efficient handling of building related incidents. * Strong ERP functionalities that allow seamless integration of different building management operations. Ideal Skills and Experience: The qualified candidate should have prior experience in developing comprehensive ERP solutions, particularly for building management. Profound knowledge of risk and incident management modules is also vital. Experience in web-based...

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    ...project is of high significance and is strictly for in-house usage. Ideal Spreadsheet Functions: - Sure betting/matched betting analysis: Essential for calculating sure bets and providing comprehensive insights. - Accounting functions: Streamlined tracking of profits, bets, balances and expenses. - Identity management: Essential for identifying our partners, keeping track of their ownership share based on gain, withdrawals, and deposits to the company. - Sequential betting tracking: We would need this for a detailed record of sequential bets. We can explain further on this specific feature during our discussion. The successful candidate should be adept in data analysis and Google script. Excellent understanding of betting operations and accounting are also required for...

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    I need a skilled data analyst proficient in R to perform an in-depth statistical analysis on a large dataset of more than 10,000 records. The main objective is to conduct thorough statistical analysis rather than predictive modeling or data visualization. Key Requirements: - Proven experience and expertise in R programming. - Ability to apply a wide range of statistical techniques including: - Descriptive - Logistics - Bivariate - Univariate - Multivariate - Multidimensional Ideal Candidate: - Proficient in handling large datasets. - Experienced with statistical analysis on a similar scale. - Strong understanding of various statistical techniques. - Ability to present the results in a clear and comprehensible manner.

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    Detailed Report writer Needed 6 days left
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    I'm in need of a professional to write concise yet comprehensive reports. Details regarding the purpose and type of reports were not specified. Ideally, the freelancer should be adept in creating performance analysis, expense tracking, project updates, financial, sales, and progress reports as all these may be requested. The frequency of generating these reports is also yet to be confirmed, so preparedness to deliver on a daily, weekly, or monthly basis is essential. Superior skills in data analysis, proficiency in excel or other relevant software and report writing is a must for this project.

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    I am seeking a skilled freelancer with proficiency in Excel, especially in performing statistical analysis using frequency distribution and creating informative visualizations. To get specific, the scope of work involves: - Converting my Excel sheet data into meaningful insights via statistical analysis - there is 12 workbook, represent date palm trees five varites. - each tree has branches which is recorded in the cell. -some trees did not produce - need a colorfull charts that represent branches . IF BRANCH IS 0 MAY BE WE COLOR RED. IF ONE WE GIVE OTHER COLOR, IF 10 MAY BE GREEN. - NEED TO HAVE THE SUM OF BRANCHES TOTAL NUMBER IN EACH WORK BOOK - BRANCHES MAY PRODUCE 4 KILO OR 5 KILO: NEED TO HAVE A FORMULA THAT I CAN CHANGE AND KNOW THE TOTAL PRODUCTION OF EACH WORKBOOK...

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    I need someone to summarize market survey research data. This survey has been conducted to understand various aspects such as customer preferences, market trends, competitor performance, and consumer awareness. Specifics: - The summarized data should be presented in a format that's visually engaging and easy to understand, ...and any other data and metrics that are relevant based on the questions I've asked during the survey. Ideal candidates for this job should have experience in data interpretation, market research, and data visualization. The ability to create effective dashboards or PowerPoint presentations is crucial. Prior knowledge of customer demographics and market trend analysis is a plus. A good command of English is also necessary for the report writ...

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    ...Software, to perform an incisive statistical analysis of a dataset. The key objective is to investigate the relationships between various variables which include age, gender, income, education level, employment status, marital status, geographic location, ethnic background, health conditions and more. The successful candidate is required to: - Analyze the data set and identify patterns and trends. - Conduct a comprehensive revision of the data set, flagging any inaccuracies. - Create relevant tables and SPSS output for visualization. - Provide a brief overview with major findings as a bullet point summary. Ideal freelancers will have: - Proficiency in SPSS - Strong statistical analysis skills - Keen attention to detail - Excellent summary and report writing cap...

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    I'm seeking an experienced Python programmer to design a program that analyzes the data from 7-8 spreadsheets and generates a discrepancy report. The project will require: - Strong proficiency in Python - Expertise in data visualization - Ability to compare categories within a large dataset - Comprehension of CSV format Specifically, the core functions of this Python program should include: - Analyzing spreadsheet data - Comparing various categories - Visualizing these comparisons to spot discrepancies - Exporting the results in CSV file format Ideal candidates should have extensive programming experience, particularly in the field of data analysis, and be able to demonstrate a solid understanding of data visualization techniques. They should also be familiar w...

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    ...requirements: - The program must allow users to upload photo from their iphone for color matching. - The color match program must have adjustable tolerance to ensure accurate results. - The APP/program should be user-friendly and intuitive. Ideal skills and experience: - Proficiency in IOS app development, specifically for photo editing and color matching. - Experience with image processing and color analysis. - Strong knowledge of color theory and color matching algorithms. If you have the skills and experience required for this project, please submit your proposal....

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    I'm in need of a skilled individual who can help me set up OpenCV on a Tesla T4 GPU. I would like the latest version of OpenCV to be installed on the GPU, using Python as the primary programming l...future. Key Requirements: - Installation and setup of the latest version of OpenCV on a Tesla T4 GPU, leveraging CUDA and cuDNN. - Ensure functionality is maintained for Image Processing and Video Analysis. - Implement the solution in Python. - Provide thorough documentation for future reference. Ideal Freelancer: - Should have significant experience in working with OpenCV and GPU setups. - Proficiency in Python and a good understanding of CUDA and cuDNN. - Previous experience in configuring and deploying OpenCV on various GPU models. - Strong background in image processing and ...

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    I have a PDF report with mixed content that I need converted into an HTML report for displaying on a website. The final conversion needs to be optimized for desktop viewing. they are 8 pdf files need to be converted to get this done Key Requirements: - Convert a PDF report with mixed content (text, tables, graphs, and images) into HTML. - Ensure the HTML report is optimized for desktop viewing. Ideal Skills and Experience: - Proficiency in PDF to HTML conversion. - Strong understanding of HTML, CSS, and JavaScript. - Experience in converting diverse content types such as text, tables, graphs, and images. - Prior experience in optimizing HTML for desktop viewing.

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    I require the expertise of a part-time remote accountant who can commit to less than 20 hours a week. The core tasks involve: - Bookkeeping: Systematically recording and organising my financial transactions. - Payroll: Managing payroll functions to ensure that employees are paid in a timely and accurate manner. - Financial analysis: Monitoring, identifying and interpreting financial trends. The ideal candidate should have a good command of QuickBooks and Excel spreadsheets. Familiarity with these tools is crucial for performing tasks efficiently and accurately.

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    ...Location: Remote Duration: project-based Responsibilities: • In-Depth Analysis: Investigate the effects of anti-Israeli demonstrations on voter behavior, political discourse, and policy decisions. • Quantitative and Qualitative Research: Utilize both statistical methods and qualitative approaches to uncover patterns and trends. • Policy Implications: Assess how these marches influence US-Israel relations and government responses. • Collaboration: Work closely with interdisciplinary teams to synthesize findings and provide actionable recommendations. Qualifications: • Advanced degree in Political Science, International Relations, Sociology, or related fields. • Proven experience in research design, data collection, and analysis. • Familia...

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    Company Overview: Ysmart is a dynamic and innovative company in the strategic consultancy space. Our mission is to help organizations navigate a complex world and get their message across. We combine geopolitical research, analysis and engagement with policymakers across the world for client to better know about the crisis situations faced and to have smart investment opportunities. We pride ourselves on fostering a collaborative and inclusive work environment where creativity thrives. As we continue to grow, we’re looking for talented individuals to join our team. Location: United States Type: Part-time Responsibilities: • Conduct in-depth research on US domestic and international economic policies, including fiscal, monetary, trade, and regulatory matters. • Sta...

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    I'm looking for an expert in Excel who can help me with applying conditional formatting and creating complex formulas that involve multiple conditions. Please watch this video for what i need that are not limited to basic arithmetic, and instead, involve multiple conditions. Ideal Skills and Experience: - Proven expertise in Excel: The ideal candidate should have a strong background in working with Excel and creating complex formulas. - Understanding of Conditional Formatting: A good grasp of how to apply conditional formatting in Excel to improve data visualization and analysis. Note: The Excel file will not require integration with external data sources, so you can focus solely on the formatting and formulas.

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