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    I am looking for a freelancer with expertise in PowerBi and Excel. The task will revolve around creating a one-time report/dashboard on PowerBi sourced from a single Excel spreadsheet. The ideal candidate should have: - Previous experience with PowerBi and Excel - Proven track record of data analysis - Attention to detail Please note that the Excel file won't be changing over time, so there is no requirement for the PowerBi report/dashboard to be updated. Content Description: I have statistics from every UFC fight and want basic visualizations made (I have a rubric)

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    As a growing company, I'm looking for an experienced financial analyst who can help analyze the liabilities on our balance sheet - specifically debt, payroll liabilities, and accounts payable. Ideal candidates will have: - Extensive experience in financial analysis, particularly on balance sheets and liabilities - Deep understanding of debt analysis, payroll liabilities and accounts payable - Ability to provide actionable insights based on the analysis - Strong communication skills to explain complex financial data in a clear and concise manner

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    I am in need of a digital marketing expert who can provide a comprehensive review of my website and also assist with SEO. The successful candidate will have to: - Conduct a detailed review of my website. I am specifically looking for feedback on the design, functionality, and content. - Perform SEO analysis and suggest optimizations to improve the website's search engine ranking. - Help me gather and integrate both customer and professional reviews to enhance the website's credibility and reputation. I'm particularly interested in candidates who have: - Proven experience in digital marketing, particularly with SEO and website reviews. - A track record of improving search engine rankings and organic traffic for websites. - Experience with integrating customer and pro...

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    I'm in search of an AI Engineer specialized in Machine Learning to assist in a predictive analysis project. Job Title: Python Developer with Experience in Transformer Models Location: Remote Job Type: Contract / Freelance Project Duration: 2-4 months Introduction: We are seeking a highly skilled Python Developer with specific expertise in transformer models to join our project on a contractual basis. The project involves applying transformer technology to solve complex problems in fluid dynamics. This role is ideal for candidates who are proficient in Python and have experience with machine learning models, particularly transformers. The work will be in interactive basis, meaning, we meet regularly to discuss the requirement, and we do it togather. Key Projec...

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    ...powerpoint about 8-10 slides for when I present the information. (Don't worry about detailed graphics for the slides as I will be using my own logo - just the data). Key requirements include: - Capable of conducting predictive analysis to draw meaningful insights and trends from the data. - Proficient in charting using bar charts to represent the data in a clear and engaging manner. - Able to work with me collaboratively to ensure that the charts effectively convey the intended message in the book. Ideal skills and experience for this job include: - Proven experience in data analysis and predictive modeling. - Proficiency in using tools for creating bar charts. - Strong communication skills for effective collaboration. The successful candidate will play a crucial ...

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    I'm looking for a skilled writer to help me with a 4-5 page essay. It is a analysis of a conspiracy theory essay. Ideal candidate should: - Have prior experience in writing essays on various topics. - Be able to deliver a high-quality, well-researched essay. - Be able to complete the task efficiently within the specified time frame. The topic of the essay is yet to be determined, and the deadline will be discussed once we get started.

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    I need a social media expert with profound knowledge in stock market who could distribute information daily on Reddit, Facebook, and Twitter. Key tasks: - Distribute stock news, analysis, and recommendations on a daily basis on aforementioned platforms - Must be up-to-date with what’s happening in stock market and accordingly distribute relevant information - Promptly answer any comments or queries to maintain engagement Ideal freelancer: - Experience with social media management - Basic understanding of stock market terms - Excellent communication skills - Proactive, punctual, and reliable

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    ...ideas in a concise manner. Key Requirements: - The deck should include a high-level market analysis. While I don't need an extensive deep dive into the market, it must still provide an overview that conveys the potential and viability of my business to potential investors. - I would like the deck to cover several key sections: - Company Overview - Product/Service Description - Business Model - Competitors - Strategic partners - Achievements - Next steps - Objectives/needs - Investment requirements - Team Ideal Skills and Experience: - Proven track record in creating successful investor pitch decks, ideally in the tech or startup sector. - Strong understanding of market analysis and the ability to present data in a clear, compelling way. - Excell...

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    I'm searching for an individual who can help disseminate analysis and forecasts about a specific stock on Reddit, primarily targeting individual investors. The information should be legal and compliant, with an emphasis on increasing public interest. Ideal candidates possess: - A firm grasp of Reddit's investor community culture. - Ability to construct competent and engaging market analysis. - Familiarity with individual investors' main concerns and interests. - A deep understanding of legal requirements pertaining to the sharing of stock information online. - Discretion to navigate multiple platforms if Reddit has maximized its engagement. Please note that our focus is solely on analysis and forecasts; company news and stock performance are secondar...

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    I'm looking for a professional to scrape website content for market research purposes. Key Responsibilities: - Scrape content from specific websites Ideal Candidate: - Experience with web scraping tools - Proficient in data extraction and analysis - Able to deliver a detailed data set suitable for market research The project requires a one-time scrape and the data extracted should be relevant and comprehensive for market research purposes.

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    As a business owner, I'm looking to hire an expert in SEO and website improvement. The main goals for this project are to increase website traffic, improve search engine rankings, enhance user interface and experience. Key Responsibilities: - Conduct a comprehensive audit of our current SEO and website - Provide a detailed analysis of the website's current performance - Identify areas of improvement for SEO and user experience - Develop and implement a new SEO strategy that will increase website traffic and improve search engine rankings - Work on enhancing the user interface and experience - Improve the quality of the website content. The ideal candidate for this project should have: - A proven track record in SEO and website improvement - Strong analytical skills - Ex...

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    I'm seeking a proficient statistician for a statistical power analysis project. The project is very fast. I am physician-scientist and need help with a short paragraph of a power analysis for a grant. This is what I came up with (see below). I used AI but have very limit experience in power analysis as it is not usually used for mice experiments. It needs to be done today. Power analyses, conducted to determine the most effective group sizes, will guide the experimentation process. To assess the impact of JAK inhibitors on the median survival time of KO mice, we conducted a power analysis. This analysis suggests a sample size of 13 mice per group to achieve 80% power at a 5% alpha level, using a log-rank test. The calculation is based on an expected...

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    I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visualization is hig...

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    GIS Project 6 days left
    VERIFIED

    I need a GIS project done where you will be conducting either a facility siting analysis, land suitability analysis, or predictive modeling. Must include vector to raster conversion, reclassification and map algebra. I have a list of possible topics that you can choose from. I don't expect anything fancy. Attached is the full description.

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    I require a professional with experience in cleaning up toxic backlinks to restore my website's position on search engines. My primary goal here is to eliminate penalties that have been subsequently penalizing my websi...Concerns**: I'm particularly concerned about the effect of these toxic backlinks on my website's keyword rankings. Therefore, the freelancer should have a track record of improving keyword rankings post-cleanup. Ideal skills and experience for this job include: - Proven experience in backlink clean-up, preferably in a toxic link recovery context. - Proficiency in working with SEO tools for backlink analysis and Google Search Console - Strong understanding of search engine penalties and how to recover from them. - A history of improving keyword rankin...

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    I'm seeking a skilled data analyst who can help me with analyzing longitudinal data from online survey responses. Key Responsibilities: - Condu...survey responses. Key Responsibilities: - Conducting latent growth modeling on the longitudinal data - Providing insights on the developmental patterns observed - Assisting in the interpretation of the results Ideal Skills and Experience: - Proficiency in handling and analyzing large datasets - Prior experience in the application of latent growth modeling - Strong background in longitudinal data analysis - Ability to effectively communicate complex statistical concepts - Familiarity with online survey data collection methods is a plus If you have the expertise and enthusiasm to dive into this project, I look forward to receiving...

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    I'm looking for an experienced developer to create a desktop application for Windows. This project is focused on data analysis and project management. Key Requirements: - Strong experience in Windows desktop application development - Familiarity with data analysis and project management tools - Proven track record in software development Your proposal should include: - Your relevant experience in Windows desktop application development - Any previous work that showcases your expertise in data analysis and project management tools - Your estimated timeline for completing this project - Your proposed approach to the project Please share your prior experience and examples of your work that align with our project needs. Your expertise in this area will be a key fa...

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    I'm looking for a skilled WordPress developer to assist me in creating a custom, multipage form using Contact ...should be: - Sent to a designated email address - Stored in a specific page inside WordPress dashboard, already configured Furthermore, I require the setup of an export mechanism for this incomplete data, specifically in a CSV format. This CSV should: - Have separate columns for each field to ensure easy data processing - Include timestamps for each form submission for traceability and analysis. The ideal candidate should be proficient in WordPress development, especially with Contact Form 7 plugin integration. Experience in setting up and managing multipage logic for forms is a plus. Additionally, knowledge of data handling and export in CSV format will be...

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    I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

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    ...Optimal candidates should possess: - Strong writing and editing skills - A knack for structuring information effectively - The ability to create engaging and clear content however, no Chatgpt , no google Bard/Gemini, or any other AI tool. Cybersecurity CIA Analysis (2019-Present) Need in-depth analysis of CIA triad in recent research? 5 IEEE papers (2019-present) Comparative table with key insights ⚡ Fast, expert research & delivery Order now & unlock cybersecurity knowledge! Tags: cybersecurity, research, CIA, IEEE, analysis, comparison - Identifying potential vulnerabilities in multiple IoT in smart city systems - Analyzing existing cybersecurity measures - Proposing enhanced security solutions The ideal candidate will understand Security Challe...

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    ...track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environmental science or a related field is a plus - Ability to create and implement a system for continual tracking and prediction I am looking for a highly skilled individual who can guide me through the process and develop a reliable model for water clarity prediction. If you have the necessary experience and skills, please don...

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    I need a Civil Engineer to assist with the conceptual design phase of an infrastructure planning project. Key Tasks: - Conduct a thorough site analysis and assessment. - Provide detailed insights and data on the physical and environmental characteristics of the site. - Offer recommendations for the best use of the site. - Prioritize sustainability and efficiency in the proposed infrastructure. Requirements: - Proven experience in infrastructure planning, particularly in the conceptual design phase. - Expertise and knowledge in site analysis. - Strong understanding of environmental and sustainability considerations in civil engineering. - Excellent communication and reporting skills. This project is ideal for a civil engineer who is passionate about creating efficient and s...

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    I am looking for a proficient ASHE software expert to help with data analysis, report generation, and implementation support. - Task Overview: - Analyzing data and extracting meaningful insights. - Generating detailed and informative reports. - Providing implementation support for the software. Your experience in the field and familiarity with ASHE software will be crucial in ensuring the success of this project. Please provide evidence of previous similar projects you've undertaken.

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    I have a website based on: 1 - Accident Lawyers 2 - Truck Accident Lawyers 3 - Car Accident Lawyers 4 - Boat Accident Lawyers 5 - Construction Accident Lawyers 6 - Lyft Accident Lawyers 7 - Uber Accident Lawyers 8 - Pool Accident Lawyers 9 - Personal Injury Lawyers 10 - Motor Vehicle Accident Lawyers 11 - Personal Injury Lawyer Near Me 12 - Lawyer For Car Accident 13 - Personal Accident Lawyer 14 - Car Lawyer Accident 15 - Attorney Personal Injury Near Me 16 - Accident Lawyers Car 17 - Personal Injury Lawyer Attorney 18 - Car Accident Attorney Lawyer 19 - Accident Lawyer Near Me 20 - Lawyer For Auto Accident Identify my top 50 competitors. Put the results in an excel file. Deliver that to me. I must sign off on the competitor report before you proceed with the rest of the project. Run S...

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    In this project, I'm looking for an AI solution to aid in the removal and modification of various types of content in Word files. Key Requirements: - The AI should be able to identify and paraphrase content. - Ideal Candidate Qualities: - Experience in AI programming and text analysis. - Familiarity with Microsoft Word document structure will be advantageous. - Understanding of what constitutes offensive and irrelevant content. - Ability to train AI with provided examples for efficiency.

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    I am in need of an expert who can continuously build and manage MIS excel sheets pertaining to data analysis, sales forecasting, and expense tracking on a daily basis. Key tasks: - Establishing excel sheets to analyze a broad range of data - Constructing a sales forecasting model within the excel sheets - Regular tracking and management of expenses via the excel sheets Data sources would primarily be spreadsheets and databases. These excel sheets will require daily updates, enabling close monitoring of key metrics. Ideal skills: - Proficient in Microsoft Excel - Exemplary skills in data analysis and modeling - Good understanding of databases and how to extract data from them Experience in handling and managing sales and expense data is crucial for this project. The ...

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    ...that displays photos related to user’s interest. This can be done by fetching user’s “like” from Facebook web API, and then use this information to retrieve Flickr photos (using Flickr search) related to user’s like. (Note: A good implementation of this application would be at a pass level) In a more sophisticated implementation, an analysis of user’s Facebook posts could be done to determine user’s interest. You could implement your own analysis or use text analysis web API. You are not restricted to using Flickr and Facebook APIs. In fact, students aiming for more than just a pass grade are expected to come up with creative/innovative and new ideas and demonstrate that they are able to learn and use Web APIs that have not ...

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    I am in search of an experienced business plan writer specializing in the retail sector. The plan will be instrumental in attracting potential investors. Key Responsibilities: * Detailed examination of retail market conditions, trends, and competitor analysis. * Thorough understanding of retail market to draft a compelling plan that appeals to investors. Preferred Skills: * Robust experience in the retail industry. * Proven track record of similar projects. * Excellence in market research and analysis skill. * Strong presentation and persuasion abilities.

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    TrueFirms is seeking a Java Software Engineer who must be associated with an Agency (B2B) to help design and build our industry-changing media monitoring and analysis platform. I've attached the job descriptions for both roles. Please be aware that candidates must be based in Pune and are required to attend the office three times a week. Please let me know if anyone is ready to deploy resources

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    Dual Market Stock Prediction 6 days left
    VERIFIED

    I need a reliable system that carries out a time series analysis on live stock price data from both the BSE (Bombay Stock Exchange) and NSE (National Stock Exchange). Specific project requirements: - Data Collection: Compile live trading data from both BSE and NSE. - Programming Language: The model should be developed using Python and webapp using django. - Deliverable: Create a prediction model based on Time Series Analysis apply suitable ML model like LSTM AROMA. Ideal skills and experience for this project: - Strong background in financial market analysis. - Proficiency in Python language and financial analysis libraries. - Solid understanding and hands-on experience with Time Series Analysis predictions. - Ability to handle and work with live mar...

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    ...Cloud-Based POS: The system should be user-friendly and accessible from any location. - Inventory Management: The POS should allow for easy tracking and management of ticket inventory. - Sales Reporting: I need a comprehensive sales reporting system that provides insights on movie ticket sales. - Customer Management: The system should be able to store basic customer details for future marketing and analysis. The Ticket Sales: - The ticket sales will be done physically at the theatre; hence, the system should be optimized for this environment. - The Android app should provide a user-friendly interface for sales staff to process ticket sales and manage customer transactions. - Integration between the cloud-based system and the Android app should be seamless, to ensure real...

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    I am...different aspects of student life in the campus. - You need to explore social events and activities, academic support and resources, housing and accommodation options. - The purpose of this research is to improve student engagement and experience. Skills and Experience Required: - Research: You should conduct comprehensive research on student life in a campus setting. - Data Analysis: The investigation should include the analysis of your findings. - Report Writing: You should be able to produce a detailed and coherent report based on your investigation. - Knowledge of Student Life: Understanding of the dynamics of student life is essential for this task. Your findings and subsequent recommendations will be crucial in enhancing student engagement and their overall c...

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    ...create a detailed Stock Options Analysis website for me. Ideally, you have a solid background in financial web projects and a keen understanding of the stock market. The site should feature: - Historical Analysis: Capabilities to assess past market trends and options performances. - Technical Analysis: Tools to facilitate an in-depth statistical study predicting future activity. - Fundamental Analysis: Feature to dissect financial statements towards determining a stock's fair value. - Option Chain Analysis: A comprehensive review of option contracts for a particular security is required. Moreover, I want the site to include the following functionalities: - Real-Time Data Updates: Keep users informed with real-time data on the stocks. - Option C...

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    I'm in nee...and help me understand why their advertisements are showing up despite potential policy violations, while mine are not. Key Points: - The primary objective is to look into the reasons behind the competitor's ad visibility, even with potential policy infractions. - The ideal freelancer will provide a detailed diagnosis of the situation, including potential policy breaches within the ads. - The analysis should include a comparison between my ads and my competitors' ads, to identify and explain the discrepancies in visibility. Your experience in Google Ads and a keen eye for policy compliance are crucial. The ideal candidate is someone who can sift through the intricacies of Google's ad policy and competitive landscape to reveal insights that can hel...

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    I have a significant amount of text that needs to be typed into Excel quickly. The data is in a simple text format, no complex formatting required. Key requirements: - Proficient in Excel and typing - Attention to detail - Ability to work under tight deadlines The data is straightforward text and requires no specific formatting or analysis. The ideal freelancer will be skilled in data entry and be able to commit to a quick turnaround time.

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    I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspects of the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable...

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    I'm seeking a proficient web developer to create an ...-Content Management: Admin section so we can post content. (optional forum) -Experience in incorporating secure payment options, like Stripe, is crucial. We want our customers to be able to be redirected to the payment service by Stripe that we have a contract with. -Data Management: I'd appreciate someone proficient with data gathering tools like Matomo to handle user interaction data for analysis. (will give you more details) -Newsletter (on payment subscription through service by Stripe) Configuration (we will call it Journal): Lastly, it would help if you had a background in newsletter set-up for business communication. Your experience in creating such a platform would be highly beneficial in making thi...

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    ...formatted and that outliers, missing values, or inaccuracies are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predictive modeling to anomaly detection based on what is discovered in the exploratory data analysis. Ideal Skills: - Proficiency in R Studio and understanding of data mining and the CRISP-DM framework - Experience in data cleaning, preprocessing, and exploratory data analysis - Strong skills in model development and evaluation - Background in ...

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    I require a skilled data entry professional to type data from various online sources into a structured format. This information will be used for subsequent data analysis. Key responsibilities: - Accurately type data from online sources Ideal Skills: - Proficient in typing - Attention to detail - Ability to maintain data integrity This position would be ideal for someone with a keen eye for detail and strong typing skills.

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    I have an AutoCAD DWG file for an urban design project. I'm looking for a 3D mode...street elements need to be done in detail such as flooring, planters, bus-stop etc. - The 3D model does not need to have textures or colors. Ideal Skills and Experience: - Proficiency in AutoCAD and 3D modelling software. - Previous experience with architecture projects. - Ability to work with medium level of detail, staying faithful to the design's overall intent. - An understanding of spatial analysis in urban design would be beneficial. I have attached 2 reference images. These will be the final output which I will further detail out on Photoshop, for that I need the base model. If you're confident in your 3D modelling skills and have experience in similar projects, I'd lov...

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    We have developed a community and job portal and we are looking to create an automation flow to streamline processes for my business. Use case: Job-Seekers sign up, post their resume and seek jobs. Employers sign up, purchase a job-package, search for candidates, connects and run interviews. Our platform is run by ...Artificial Intelligence, and AST is also necessary. PLEASE TELL US YOUT EXPERIENCE AND LINKS TO PROJECTS FOR THESE PLUGINS. Ideal candidates for this project should possess: - Strong experience with the aforementioned platforms and tools. - Knowledge in automation and process streamlining. - Proficiency in handling customer service responses, email marketing campaigns, and data aggregation and analysis. - Demonstrable track record of delivering complex automation...

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    I need a comprehensive and efficient transportation per student cost model developed as soon as possible. Key Components: -Finding out per student cost -Finding out per bus cost Data Points: - I will provide you with the information that can help calculate the key components stated above. Ideal Skills and Experience: - Proficiency in cost analysis and financial modeling - Experience in transportation logistics and efficiency - Ability to work quickly and accurately, delivering within a tight timeline.

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    I need a thorough and capable freelancer to assist in data entry tasks. This project revolves around seeking out the contact details of companies provided by me. Key tasks will include: - Google each company name I provide - Gather relevant contact details such as pho...seeking out the contact details of companies provided by me. Key tasks will include: - Google each company name I provide - Gather relevant contact details such as phone numbers, email addresses, and the company's website As I am seeking information from a range of different companies without specific criteria, being detail-oriented and accurate will be crucial. Experience in data cleaning, analysis, and transcription would be advantageous. Understanding and utilization of web scraping techniques would also...

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    I require a highly skilled professional with dexterity in MS Excel and Video Editing. Tasks will encompass: For MS Excel: - Comprehensive data analysis - Detailed spreadsheet formatting - Advanced formula creation for profound financial analysis. For Video Editing: - Apt video trimming - Expert color correction - Adding text and graphics creatively to videos. Ideal candidate will have proven ability in both fields, demonstrating both attention to detail in data management, and creativity in video enhancement. Proficiency in financial analysis and data visualization is a major plus.

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    ...AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - Proven experience in developing and deploying AI algorithms, including neural networks and other machine learning models. - Strong data analysis skills, including the ability to write complex queries and perform statistical analysis. - A thorough understanding of AI and ML concepts, trends, and best practices. - Ability to work collaboratively...

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    Мне нужен финансовый эксперт, который поможет мне рассчитать расходы, заработную плату, доходы и затраты на открытие филиала для моей компании по управлению судами. Расчеты необходимо проводить на ежегодной основе. Ключевые обязанности: - Провести комплексный анализ затрат, зарплат, доходов и расходов, связанных с открытием и функционированием филиала; - Предоставить подробные отчеты и разбивку по каждому аспекту. Идеальные навыки: - Сильный опыт в области финансового анализа, особенно в морской отрасли; - Большой опыт в расчете затрат, зарплат, доходов и расходов; - Отличное владение финансовым программным обеспечением и инструментами. Предыдущий опыт работы в аналогичном проекте будет высоко оценен.

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    ...experienced LabVIEW developer who specializes in data acquisition systems and control systems. This project involves the collection and monitoring of signal frequency data for analysis purposes. TASKS INCLUDE: - Developing and implementing a robust data acquisition system in LabVIEW to monitor signal frequency. - Designing and deploying control systems. - Regular monitoring and analysis of collected data. RECOMMENDED SKILLS: - Prior experience with LabVIEW programming is essential. - Expertise in the creation and usage of data acquisition and control systems. - Knowledgeable in signal frequency monitoring and analysis. - Solid background in automation and process control. My ideal candidate is detail-oriented with a strong understanding of LabVIEW, particularly...

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    I need a reliable and detail-oriented data entry professional to input text data from digital files into a structured format for data analysis. Key Responsibilities: - Inputting text data accurately and in a timely manner from digital files Ideal Candidate: - Proficiency in data entry - Attention to detail - Experience with data analysis is a plus Please note that the primary goal for this project is data analysis, so the quality and accuracy of the data entry will be critical.

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