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    2,000 matlab code for eeg data analysis jobs found, pricing in CAD

    I need an expert in Power BI data analysis who is also adept at implementing AI technologies in the field. Key Responsibilities: - Data Cleaning and Preparation: I need you to clean and organize the data so that it is ready for analysis; this includes removing any irrelevant data, managing missing values, and dealing with inconsistencies. - Data Visualization and Dashboard Creation: You should be proficient in creating visually appealing and insightful dashboards using Power BI. - Machine Learning Model Implementation: I need you to apply machine learning models to the data to predict outcomes or discover patterns, and then integrate these models into the Power BI dashboard. Data Type: The data you will be work...

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    I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

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    I'm looking for an experienced Power BI developer to help me with an urgent data analysis project. The project encompasses various tasks including data visualization, report creation, and data modeling. The scope of the project is broad, including: - Analyzing sales data - Predicting customer behavior - Identifying trends and patterns The data sources for this analysis will be primarily database records. Ideal candidates will have: - Proficiency in Power BI - Strong background in AI data analysis - Experience with various data sources, especially database records Your task will be to transform raw data into actionable insights and visualizations. The project has a tight deadline, so I need so...

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    I'm looking for a detail-oriented researcher to help me gather information on EU and UK investment figures. Requirements: (1.) The no. of people (and total and average volumes (in EUR)) making personal investments each year in the UK (and separately in the EU) by category - stocks, bonds, crypto, on-line investment platforms (and sub-category real estate platforms - debt and equity), crowdfunding platforms, gold, REITS/real estate funds, savings accounts (banks), current accounts (banks), and "other" (2.) Numbers of households (or people if easier) earning between 50,000 and 100,000 or around those numbers." The numbers can come first - I need these urgently - charts can come later. Time is critical - ideally 24 hours. - Sector-wise breakdown: I am particu...

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    Hi Sir, I can create the macro as per instruction shared . Thanks Arun

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    More details: What is the objective of your research study? To test a theoretical model on my survey data and test my hypothesis and the model measurement. What level of proficiency with SmartPLS do you currently possess? Intermediate What kind of data will we be working with for this analysis? Survey data

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    I urgently need a business plan and cash flow forecast for my construction business. The main aim of this plan is to evaluate the profitability of my startup business. Key requirements: - Market Analysis: I need a comprehensive examination of the construction market, including competitors, demand, and trends. This will help to identify potential growth opportunities and risks. - Operational Strategy: I'm looking for a well-rounded operational plan that outlines how the business will function on a day-to-day basis. This should cover areas such as procurement, logistics, project management, and workforce planning. - Financial Projections: I need detailed, realistic financial forecasts that will help me understand how my business will perform over time. This include...

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    I'm looking for a skilled data entry specialist to join my team for 2 weeks on a full-time basis, dedicating 8 hours a day to the project. The work primarily involves extracting and entering text data from online databases into a structured format. This data will be used for further analysis and insights. Key responsibilities include: - Extracting text data from various online sources - Accurate and fast data entry - Ensuring data quality and consistency - Meeting daily and project deadlines ONLY IF YOU ARE SERIOUS ABOUT AND CAN DEVOTE 8 HOURS FOR 2 WEEKS THEN ONLY APPLY.. PAYMENT IS 3500 FOR 2 WEEKS. Please apply ONLY if you're capable of dedicating full-time hours for 2 weeks, have a ...

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    I urgently need a passionate legal expert with proficiency in corporate law, specifically in relation to mergers and acquisitions. The main deliverable I expect is: - A detailed case study analysis addressing the topic Research topic: In the midst of increasing global crises, the World Bank is undertaking an “evolution” to deliver development impact more effectively and efficiently for people and the planet. In this context, do you agree or disagree with the following statement? “The World Bank should prioritize support for global public goods and addressing cross-border challenges that affect many countries, as opposed to individual member country-specific challenges and development priorities.” Discuss the potential legal and policy considera...

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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!

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    I'm in need of a skilled arson investigator with expertise in fire scene analysis, experience in criminal investigations, and ideally, someone who can work in California. Key Requirements: - Fire Investigation Certification: You should have a formal certification in fire investigation. - Experience in Criminal Investigations: Previous experience in criminal investigations, particularly those involving arson, is highly preferred. - Work in California Please only include your relevant experience in your application. I will not be considering detailed project proposals.

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    As an individual currently managing a project with numerous details and a profit loss statement, I need assistance with daily tasks for our Excel sheets. This will include: - Data entry and organization to streamline workflow - Basic arithmetic calculations for accuracy - Statistical analysis to make informed decisions - Formatting and visual presentation for clarity This role requires proficiency in Excel, a keen eye for details, and strong analytical skills. Experience in financial or project management is a plus. The job will be ongoing and requires daily attention. If your expertise aligns with these needs, please apply.

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    Code reapair 8 days left

    As discussed on chat 150 USD limitr

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    I'm looking to develop a 4...a 4-tier commission structure. These tiers should be clearly defined and adjustable by an administrator. - **Daily NAV Calculation:** The daily NAV should be calculated based on historical data. This data should be accurate and reliable, and the calculations should be precise. - **Automation:** The system should automatically trigger commission calculations at the end of each business day. This ensures that the process is efficient and error-free. The ideal freelancer for this project should have: - Proficiency in designing and developing commission systems - Advanced skills in historical data analysis - Experience in building automated systems If you have the expertise and experience in the above-mentioned areas, I&#...

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    I need assistance from a skilled professional who can efficiently convert a DXF/DWG 3D object to STP/STEP format. The primary intent behind this conversion is to perform Finite Element Analysis (FEA). Essential Requirements: - Your work must be compatible with SolidWorks. - The detail level in the converted model should only be basic. Ideal Skills and Experience: - Proficiency in DXF/DWG and STP/STEP formats - Experienced in 3D object conversion for FEA - Familiarity with SolidWorks software You are expected to make the model ready without any issues hindering the analysis process. Your ability to convert 3D objects quickly is highly valued in this task.

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    I am looking for an Australian law student, proficient in Corporations Law, to assist with researching case law and drafting a defence brief. Key Requirements: - Expertise in Corporations Law: A solid understanding of the legal principles and regulations governing corporations in Australia is crucial. - Research Skills: Ability to conduct thorough research and cite relevant case law to support the defence. - Writing Skills: Proficient in drafting legal documents, including defence briefs. - Familiarity with Australian Law: Understanding of the Australian legal system and its nuances. The project involves the following: - Conducting legal research - Assisting in drafting a defence brief - Providing critical analysis of the legal issues involved The case has a moderate leve...

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    ...presentation focused on the last decade's performance of different asset classes in India. This presentation is designed for financial analysts, aiming to provide them with a comprehensive backdrop of the asset market in the country. - Asset Class Focus: The main assets classes to be covered include Stocks, Bonds, Real Estate, Gold, Fixed returns, and Mutual funds. A dedicated section for each providing a deep-dive into performance and characteristics is expected. - Key Metrics: For each asset class, important factors like Returns, Risk, Volatility and corresponding performance graphs should be highlighted. Ideal freelancers for this project are those with strong financial analysis skills and background, and familiarity with the Indian finan...

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    I'm looking for an expert who can create a comprehensive dashboard using Splunk for analyzing my website logs. The dashboard needs to clearly visualize data using pie charts. Fetch only specific error logs from cloudwatch and create on dashboard. If there is error on cloudwatch regarding node group, target group and autoscaling group, pod failed it should create alert . For exmple if something goes down it should create alert and also should give cause of issue. Also create dashoboard which will show how many Number nodes in node groups , instances and pod in the autoscaling group, also ram and cpu utilization of pods and nodes. Your responsibilities will include: - Analyzing website logs to understand and visualize the CPU and RAM utilization - ...

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    I'm looking for a seasoned Python developer with specific experience in image especially video analysis to create a script that can process a full mp4 video and identify the positions of noise in the video. The idea is to scan the video, locate identify the different type of noises and their value and externalize this findings into a json file Key Requirements: - The script (OOP based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the fra...

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    ...seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an action...

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    I'm looking for an expert in Excel to assist with a project involving data entry and analysis. The Excel sheet you'll be working on has more than 50 columns and rows and will contain a mix of text, numbers, and dates. You'll be responsible for the following: - Accurate and timely entry of the data provided - Ensuring the data is appropriately formatted and organized - Conducting thorough data analysis, including but not limited to trends, comparisons, and any other insights that can be drawn from the data The ideal candidate for this project should have: - Proficiency in Excel and experience with large data sets - Strong attention to detail - Ability to perform data analysis and pre...

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    I'm looking for an experienced professional to help me with content creation, optimization, and keyword research and analysis. Your key objective will be to increase organic traffic to my website. *Key Tasks*: - Create and optimize engaging content. - Conduct comprehensive keyword research and analysis to drive traffic. *Target Audience*: Businesses in a specific industry. If you've got proven skills and experience in SEO, specifically in these areas, I'm keen to hear from you. Your ability to understand and cater to a business-specific audience is crucial for this role. Let's bring more organic traffic to my website together!

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    As an emerging business offering professional services to B2C customers, I'm in need of a dynamic UK-based professional who can guide us on our marketing and sales strategies. Responsibilities: ...professional services to B2C customers, I'm in need of a dynamic UK-based professional who can guide us on our marketing and sales strategies. Responsibilities: - Formulate innovative marketing and sales strategies to boost customer engagement - Conduct market research and analysis to identify customer trends and preferences Skills and Experiences: - Proven experience in B2C business development within the UK market - Strong understanding and experience with marketing strategy planning - Extensive knowledge in market research and analysis - Proven networking and part...

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    I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

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    I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

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    ...processes. - Process Verification: Once the processes are mapped out, I need them to be verified to ensure they are accurate. - Capacity Planning: It's important to plan for our resource capacity to meet business demands. - Quantitative Simulation: I'm looking for a professional who can perform quantitative simulation to help us make informed decisions. The primary outcomes I'm looking for are: - Streamlining processes for efficiency - Identifying bottlenecks and areas for improvement - Optimizing resource allocation - Improving overall productivity Ideal candidate should have: - Proven experience in business process analysis - Proficiency in process modelling and quantitative simulation - Ability to verify and plan capacity eff...

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    ...comprehensive HR dashboard for me, to be updated on a monthly basis. The project involves: - Collating and organizing data: The dashboard should cover Attendance and leave records, Training and development, as well as metrics like age, experience, tenure, salary and location of our employees. Your ability to structure and organize these aspects will be key. - Creating an Excel-based system: I'm looking for a dashboard that's easy to dissect and understand. As such, I'd like the final product to be in Excel spreadsheet format. This means you should be very proficient in Excel, knowing how to integrate formulas, tables and other relevant features. - Monthly updates: The dashboard should be designed to be updated monthly. You should be dedicated to en...

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    I need a 2100-word report on a business-related topic done as soon as possible. The specific aspect of business it should focus on is market analysis. deadline : 18 hours budget: 1800 INR

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    I am looking for a skilled developer or team to create a Python program designed for the efficient detection of surface defects on railway tracks. This tool is essential for ensuring the safety and operational efficiency of rail network covering high-speed and freight tracks. The program needs to be robust, capable of real-time defect detection and analysis, and capable of generating maintenance recommendations. Requirements: - Develop a Python program capable of converting video to images and image enhancement through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling...

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    ...universally compatible across operating systems, however, if you have a preference or specialize in a certain OS, do let me know. The functionality I am looking for includes: - Monitoring bandwidth usage - Latency tracking - Network traffic analysis You should ideally have experience in implementing network monitoring tools and should be able to provide me with detailed project proposals. Past work or case studies are a plus, as they can give me a clearer understanding of your capabilities. Your application should therefore include: - Your experience in the field - Past projects related to network monitoring - Detailed proposals for this project To deliver an efficient solution, you should have a solid understanding of network systems' complexities, band...

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    I am in need of a well-versed Python expert to assist in managing a Linux server. This project is task oriented and requires specific skills including: • Working with server data analysis • Implementing web scraping techniques • Establishing automation processes The role also demands a comprehensive understanding of Linux operations and the ability to print headers. A background in server security, setting up database servers and performance optimization would be ideal, but the focus is primarily on Linux server management via Python. Proficiency in Python, Linux, server data analysis and web scraping are must-haves. Experience in automation and server management will highly be appreciated. Looking forward to your knowledgeable and expert assi...

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    ...help me deploy ChatGpt model for Customer Support Automation. Key specifics include: - Application Audience: The target audience for this app is primarily businesses. It's crucial that the developer understands this specific user base and can ensure the app is tailored to their needs. - Primary Functionality: The main functionality of this app will be customer support automation. This includes features such as automated responses, ticket management, and potentially even sentiment analysis. The ideal candidate should have experience in developing and implementing such functionalities. - Deployment: The ultimate goal is to get this app up and running, so deployment knowledge is essential. Experience in deploying ChatGpt-based Model In summary, I'm lookin...

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    I'm looking for an Excel expert who can create a comprehensive sales target tracking spreadsheet for my customers. This spreadsheet should have several key functionalities. Features Needed: - Customer Information: It should contain a section where I can input and maintain all my customer's details. - Sales Tracking: The spreadsheet should enable me to track my sales targets daily and provide a detailed analysis of my performance. - Target Achievement: The spreadsheet should also be able to analyze the achievement or shortfall of selected items target completion by each customer. Analysis Required: - I would love to have a feature that shows how well sales targets are being achieved as per defined targets. Ideal candidate should have great atten...

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    I'm seeking a professional pre-employment vetting service in Denver, Colorado. Key Requirements: - Perform an employment check, focusing specifically on job titles and roles. - The verification process should only confirm the t...professional pre-employment vetting service in Denver, Colorado. Key Requirements: - Perform an employment check, focusing specifically on job titles and roles. - The verification process should only confirm the titles and roles, without the need for a detailed analysis of job performance and responsibilities. Ideal Skills: - Experience in employment verification services - Strong understanding and adherence to employment laws in Colorado - Attention to detail Please note that I am looking for a straightforward confirmation proce...

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    ...mechanical, mechanism, components, and functionality into each design *3D/4D renderings (inner and outer layered design) *2D designs *CAD ready designs *Sewing/stitching pattern and designs *Structural analysis (ANsys) *BOM and BOL list *Manufacture instructions/guide Key requirements: *Versatility with hands-on expertise and a thorough understanding of furniture design and engineering, with a keen sense for current trends and techniques on a broad variety of luxury furniture production. *Experience in designing upholstered and solid wood (carvings) furniture *Ability to visualize with a keen eye for detail, and quality control, bringing these design concepts to life. *Creativity and technical ability to engineer furniture with functional features (such as ele...

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    I'm looking for a skilled off-page SEO expert with a proven track record of enhancing website visibility, increasing traffic, and building high-quality backlinks. Key Project Details: - Increase Website Traffic: The goal is to significantly boost the amount of traffic coming to my site. This will involve a mix of strategies to catch the attention of a wider audience and direct them towards my content. - Improve Search Engine Rankings: I want to refine my current SEO strategy to ensure better visibility on search engines, specifically for a national audience. Your expertise is crucial in helping my site reach the top pages. - Build High-Quality Backlinks: The creation of high-quality backlinks is a significant part of this project. I’m looking for someone w...

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    I'm in need of an expert who can carry out a task that involves eavesdropping on Thuraya satellite communications using a Hack RF receiver. This task is for research and analysis purposes. Your main responsibilities will include: - Real-time eavesdropping on Thuraya satellite communications. - Extracting specific information including location data, voice communication, and details of data transfers. The ideal freelancer for this project should have: - Proficiency in working with satellite communication systems. - A strong understanding of Hack RF receivers. - Experience in data extraction and analysis. Please be sure to include any relevant experience in your proposal. This is a complex task that requires specialized skills, so re...

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    I'm looking for an experienced investigative reporter to dig deep into cases of police misconduct. The core areas of focus for this project are the use of excessive force, corruption, arson by police, and crimes against the community. Key Responsibilities: - Conducting interviews with witnesses, victims, and involved parties - Thoroughly reviewing public records for any relevant data - Analyzing video footage, police reports, and other documentation - Uncovering evidence of use of excessive force, corruption, arson, and crimes against the community, crimes againt animals & animal abuse, falsifying police reports, prosecutorial misconduct, judicial misconduct and obstructing justice. Desired Outcomes: - Raising awareness within our community. - Holdi...

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    I'm looking for a Python script that uses PyAutoGUI to control keyboard inputs, with a specific focus on interacting with a Firefox web page. I would do it myself as its simple python. However, it needs to branch into two different output. 1 clicking certain buttons and then a Then a final enter button to refresh the webpage and get a new list of buttons to select. 2. The second branch does the same thing except that it pushes different bottons so the tab order is different. Having two outcomes makes the python code to difficult for me so that i why I need help. I will also have to fine tune the number of tabs after you give me the code. So branch one will have different tabs frequency than the other branch. The UI should reflect that. 3. Maybe ...

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    Project Description: I am looking for a skilled Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SPAM. Responsibilities: Download email data from a specified public archive. Create R functions to extract and calculate over 20 variables from each email, such as the number of recipients, percentage of capitals, and URL presence. Analyze this data to explore variable relationships and determine SPAM/HAM status. Generate visual representations of the data and analysis findings. Provide a detailed report on the methodologies used, results obt...

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    I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise in these areas.

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    I'm in need of a customised tool that can perform data analysis for customer behavior data. Key Features: - Data Analysis: The tool should be able to analyze customer behavior data and present it in a clear and understandable manner. Integration: - API Integration: The tool should be able to integrate with our accounting software via API. Ideal Skills: - Experience with custom tool development - Proficiency in data analysis and visualization - Familiarity with API integrations - Previous experience with customer behavior data a plus.

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    I'm in need of an individual with advanced expertise in Linear Algebra and R programming. Your critical role will encompass: - Solving complex linear equations - Matrix manipulations - Implementing statistical analysis Skills and experience sought: - In-depth knowledge and experience in Linear Algebra and R programming. - Proven ability in solving complex equations and matrix manipulation. - Experience in statistical analysis using R. - Dear skill and background in integrating R programs with other software. The specialist I'm seeking should be able to critically solve problems and integrate solutions with existing software. Ultimately, the aim is to achieve efficient results through advanced linear algebra and R programming.

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    National SEO Expert Needed 5 days left
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    I'm in need of an SEO expert to enhance my off-page optimization strategies, particularly focusing on link building and local SEO listings. Key...enhance my off-page optimization strategies, particularly focusing on link building and local SEO listings. Key Responsibilities: - Implement relevant link building strategies that can increase my website's authority - Optimize my website for local visibility at a national level, ensuring it appears in relevant searches Ideal Skills: - Proven experience in off-page SEO optimization - Ability to successfully execute link building strategies - Knowledge of local SEO techniques and best practices - Understanding of national SEO strategies and target audience analysis Please share your relevant experience and how you pla...

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    As an economist in need of a well-analyzed internal asse...accurate supply and demand study focused on the cigarette consumer goods market. Crafted with agility, I require this project immediately. Therefore, proficiency in timely delivery will be regarded highly during the selection process. A successful project will include: - IB Criteria fulfilled Ideal skills and experiences for the job would include: - Deep understanding of microeconomic concepts (especially supply-demand concepts) - Experience preparing economic analysis reports - Proven ability to deliver high-quality work under tight deadlines Your ultimate task would be to present me with a meticulously studied and accurate report, with a unique perspective on the supply and demand of cigarettes in the consu...

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    I am in need of a specialist in data analysis, specifically focusing on textual data. The data to be analyzed needs to be classified into specific categories such as race, gender, zip codes, and more. There are 22 total excel documents (representing Festival events) with data we collected from RSVPs, to be analyzed. The purpose of this project is to gain a clear understanding of our festival demographics. The insights derived from this project will be of great value, so meticulous analysis and accurate categorization is paramount. - Ideal Skills: - Strong competence in analyzing textual data - Experience dealing with demographic-related data - Proficiency in utilizing data analysis tools - Effectiveness in de...

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    ...in specimen handling and upholding the chain of custody's integrity. To support the development of two content pieces, an array of evaluations and a significant volume of personal data will be furnished, necessitating strict adherence to medical documentation protocols. It is crucial to independently assess the evidence provided to mitigate potential biases from prior MRO reports and offer an additional expert viewpoint. Content Pieces: 1. Simplifying toxicology for a lay audience and the media. 2. Incorporating new information beyond the court-mandated disclosure for anticipated outcomes. An extensive MRO analysis has been executed to establish innocence, involving LC-MS-MS and GC-MS-MS tests on blood and urine promptly post-incident, arranged through...

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    I require an experienced data analyst conversant with Excel to create a detailed spreadsheet and comprehendible report about compression pay between LPN & RN nurses, as well as nurse supervisors. Key data points to include: - Hourly pay rates of each role - Years of experience in each position - Total number of employees in each role - Comparison of compression pay between the nurse employees and nurse supervisors The compression pay should be calculated using a ratio comparison method, highlighting the variation in detail. I am also looking for a detailed analysis in the report explaining the compression shown. Required skills: - Proficient in Microsoft excel - Experience in generating analytical reports - Strong attention to detail - Understandin...

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    The focus of this project is to analyze an Apple quality dataset using data visualization, specifically graphs. We are depending on you to provide the most accurate and engaging visual representation of our data. Key tasks: - Data visualization with Graphs - Suggest and Implement the most suitable graph types for data - Timeframe will be discussed Ideal skills and experience: - Proven track record in creating engaging graphs for data visualization - Experience with data visualization tool such as Tableau, Power BI - Strong expertise in understanding and representing data - Wide library/knowledge of graph types and when to use them. Please pitch your bid with a brief summary of your expertise and suggestion for th...

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