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    I need a tool that'll automatically read my Gmail account, specifically parse email content, extract website links from within, and tweet these links. A background in data analysis, process automation, as well as familiarity with Gmail API, Twitter API, and Python or similar programming language will be essential. The duties are: - Develop a process automation tool - Program the tool to read Gmail accounts - Extract website links from the email content - Automate the process to tweet these links Knowledge of data privacy and understanding of secure data handling methods will be a bonus.

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    I am in urgent need of a proficient mathematician who can craft a detailed profit/loss chart based on the Pick3 lottery game. Your task will be to: - Analyze Profit/Loss based on Winning Numbers: You will need to include analysis of winning numbers for comprehensive understanding of each play. - Calculate the Amount Spent on Each Play: Your chart should show how much was spent on each play to ensure thorough tracking of expenses. - Determine Profitable Number of Plays: Calculate how many few numbers need to be played in order to make a profit (e.g. for Pick3 below 150 numbers earns profit but losses must accounted for). - Identify DOUBLE Number Wins Needed: Figure out how many DOUBLE numbers need to be won in order to cover any losses and still gain profit. Ideal Candidate Sh...

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    For this project, I require someone with extensive experience in Microsoft Power BI, JSON and data analysis. The main aim of the project is 1) automated export data from our current sales system though the use of JSON 2) creation of Dashboards for different user groups inside the company 3) creation of CSV data tables for use in other system Proficiency in Power BI dashboarding, JSON and understanding of sales analytics data is crucial. Above all, keen attention to detail and an analytical mind are crucial for this task.

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    For an expertly built website, I seek a skilled React developer, who can effectively improve the performance of my site. You can check the current performance of my site here: The winner will be selected by the following criteria: 1. the first one who reaches a performance of 100 gets the price 2. if no-one reaches 100, the one with the highest number gets the price Instruction to participate the contest: 1. get the code at 2. create an own branch with your name 3. make your changes 4. push the code 5. on freelancer.com submit a picture of your main changes 6. get the price :-) looking forward to your ideas

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    **Job Title:** Remote Sales Representatives for Digital Marketin...succeed. **Benefits:** - Work from the comfort of your own home. - Flexible working hours. - Unlimited earning potential with a commission-based structure. - Opportunity for growth and advancement within the company. - Full training and support provided. **How to Apply:** If you are a motivated individual with a passion for sales and digital marketing, we want to hear from you! Please send your resume and a brief cover letter outlining your relevant experience and why you would be a great fit for this role to brandcastsolution.com. Only shortlisted candidates will be contacted for an interview. Join our dynamic team and be part of our exciting journey as we continue to innovate and excel in the digital marketing...

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    We are seeking a skilled Data Scientist to join our innovative team on the Irrigation Audit App project, a cutting-edge application designed to revolutionize irrigation management in golf courses. This role focuses on developing advanced algorithms for creating heatmaps and designing API endpoints to support data analysis and visualization. The ideal candidate will possess a strong background in data science, experience with geospatial analysis, and proficiency in API development. Responsibilities: Develop and implement algorithms for calculating Distribution Uniformity (DU) and generating heatmaps based on irrigation data. Design and construct API endpoints for efficient data retrieval, manipulation, and storage, facilitating seamless inte...

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    ...professional to work with numeric data and perform some basic mathematical operations on it. The final output should be in the form of excel sheets. Key tasks would include: - Data operation: Efficiently manage large amounts of numeric data - Calculation: Perform basic mathematical operations on the data - Data formatting: The final output should be well-organized excel sheets An ideal candidate for this project will have proven experience in data management and Excel spreadsheet functions. Attention to detail and accuracy in conducting calculations is crucial. Familiarity with basic mathematical operations is a must. A background in data analysis or related field would be a plus. This project requires technical skills in Ex...

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    ...Posting Schedule Community Engagement and Interaction User Generated Content Influencer Collaborations Engine Optimization (SEO): On-Page and Off-Page SEO Optimization Keyword Research and Implementation Monitoring and Reporting of SEO Performance Advertising: Targeted Ad Campaigns (Google Ads, Social Media Ads) Ad Copywriting and Visual Design Regular Monitoring and Performance Analysis Marketing: Building and Managing an Email Subscriber List Designing Eye-Catching Email Campaigns Tracking and Analyzing Email Engagement : Product Barcodes Packaging Ideal Skills and Experience: - Portfolio showcasing diverse logo designs - Strong understanding of branding principles - Creative flair and originality - Strong visual communication skills While there is no

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    ...murals. Seeking the right person to help me craft a compelling resume that showcases my achievements, specifically my accolades and unique work experience to apply for an Art teacher's job in schools The perfect candidate for this task would have: - A profound understanding of, and experience in, the art world - Experience in resume writing, preferably for artists - An ability to highlight my specific achievements, which include awards received, an art degree, and experience as a wall muralist -work experience of working with children through workshops and working as an ESL teacher - Strong communication skills to understand and represent my artistic journey accurately -make a portfolio for my previous works The end goal is a resume that showcases my tale...

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    ...As these platforms form the core of our operation, it is essential that any alterations enhance our outlay without disrupting the existing structure. Key Aspects of the Project: - AI Implementation: Even though I haven't specified the exact AI features to integrate, I'm interested in potential focus areas such as speech recognition and transcription, natural language processing, or sentiment analysis. Proposals that offer comprehensive strategies addressing these or other AI fields will be highly considered. - Dual Integration: The AI features must be incorporated into both Vicidial and Asterisk, aligning and harmonizing their performances. - Efficiency Goal: The main objective is to enhance customer service efficiency. Proposals should detail how AI implementation w...

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    ...that will allow the user—a savvy investor in the stock market-to screen stocks based on simple financial models. In creating those models you must use earnings per share and sales per share as the key underlying variables. Furthermore, you must build the spreadsheet so that the user can enter information for up to a minimum of 5 stocks. You should populate the input section of the spreadsheet with data from at least five stocks from a sector of your choosing. Ideal Skills and Experiences: - Extensive financial modelling experience - Knowledge of stock markets and investment - Familiarity with current market trends Application Requirements: - To stand out as a candidate, detailed past work within this specific field is necessary. Show me practical examples where you devel...

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    **Project Description:** We are seeking a highly skilled and certified professional to evaluate and create a comprehensive data pack for the purpose of selling a group operating in the transportation sector. This group consists of a parent company based in Italy and its subsidiary located in Romania. The subsidiary primarily serves as a supplier to the parent company, contributing to 98% of its revenues. **Available Data:** - Financial Statements for the years 2021, 2022, and 2023 in Italian with Euro currency for the parent company. - Financial Statements for the years 2021, 2022, and 2023 in Romanian with local currency (RON) for the subsidiary. - It's important to note that we do not possess a forecast business plan. **Project Objectives:** The profes...

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    ...and Requirements The position: part-time South Asia Relations researcher, regardless of nationality, gender or age. The requirements: • Rich political and economic related professional knowledge and research and analysis ability. • Participated in research or work in related fields, able to quickly adapt to work. • Strong sense of teamwork, good at communication and coordination. • In good physical condition. Main responsibilities • Assisted in carrying out short-term or long-term research projects online or offline, actively proposed research topics, collected relevant research data, and formed research results. • Actively follow and understand hot news about the current political and economic situation in South Asia. • Participate in ...

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    As an employer, I'm in search for a qualified individual to fill a part-time position in the field of Information Technology, with a focus on Data Analysis. Key Responsibilities and Skills Required: - Analyzing and interpreting complex data sets - Providing accurate insights to drive business decision-making Ideal Skills & Experience: - Experience in data analysis and interpretation - Strong understanding of IT and modern computing technologies - Ability to work part-time and adhere to a consistent schedule The ideal candidate will have past experience in information technology, specifically in data analysis, and should be comfortable working independently and managing their own time. This is a part-time position, so a degree of...

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    ...Title: Call Center Data Collection Agent Location: Remote (US, UK, Australia) Job Type: Contract Company Description: We are a leading provider of data collection services for call centre analytics. Our mission is to gather high-quality, diverse call centre data to facilitate sentiment analysis and behaviour identification for our clients in various industries including healthcare, banking, automobile, insurance, telecom, brokerage, and finance. Job Description: We are seeking native English speakers from the US, UK, and Australia to join our team as Call Center Data Collection Agents. As a Call Center Data Collection Agent, you will be responsible for engaging in natural conversations over the phone on a wide range of topics to help us coll...

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    I am on the hunt for a seasoned data analytics expert who is competent in Descriptive, Predictive, and Prescriptive analysis. We are seeking a talented Python Data Scientist with expertise in strategy backtesting for this task. The ideal candidate will be proficient in Python programming and possess strong data science skills to analyze and backtest trading strategies effectively. As a Strategy Backtesting Specialist, you will be responsible for designing, implementing, and evaluating quantitative trading strategies using historical market data. Your role will involve developing robust algorithms, conducting thorough data analysis, and generating actionable insights to optimize trading performance. If you have a passion for financial marke...

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    As an entrepreneur stepping into the grocery business, I am in the process of creating a detailed business plan for my store. It will primarily focus on offering grocery items, with special emphasis on organic and natural foods, international and ethnic foods, as well as local and sustainable products. The key demographics I'm targeting are families with young children...dollars. - Comprehensive knowledge about the Canadian grocery market and the targeted key demographic. - Strong ability to forecast business realities like competitiveness and potential risks. Deliverables: - A complete business plan that can be presented to investors. - A marketing strategy targeting the stated demographic. - A financial plan ranging from 100,000 to 200,000 CAD. - Competitive analysis and r...

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    We are looking for a skilled PHP Developer who will be responsible for developing and maintaining web-based applications and platforms for UrBot. You will work closely with our develo...Familiarity with version control systems such as Git. 6. Ability to work independently and as part of a collaborative team. 7. Excellent problem-solving skills and attention to detail. 8. Good communication and interpersonal skills. If you are passionate about PHP development and eager to join a dynamic team that is making waves in the horticulture industry, we want to hear from you! Please submit your resume and a brief cover letter outlining your relevant experience. Join UrBot and be part of an exciting journey to transform the world of horticulture through innovative technology and sustainable ...

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    I am seeking a Python developer with a wide range of expertise that includes web scraping, data analysis, and automation scripting. Despite the tasks not being clearly defined, rest assured that your skills will be fully utilized. Upon application, I urge you to provide details about your past work, experience, and present an elaborate project proposal that will instill confidence in me to entrust the project to you. Regardless of your proficiency level in Python, I ask that you embrace the challenge and showcase your talents.

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    I am looking for an individual highly skilled in healthcare studies to delve into a detailed analysis of public health initiatives in a specific city/region. The successful freelancer will: - Have deep knowledge of health systems and policies - Be experienced in critical analysis of healthcare initiatives - Have excellent research and writing skills Ideally, you have experience executing case studies in the healthcare industry and a strong understanding of public health. I expect you to provide a comprehensive view, evaluating effectiveness and impact of the specific public health measures taken in the region under study. Remember, we're not just seeking for a simple report here, but a meaningful case study that can offer valuable insights into the public health initi...

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    Job Title: Moodle LMS Implementation Specialist Location: Mumbai/Pune, India Job Type: Full-time, Contract Company Description: We are a leading provider of educational technology solutions, specializing in Moodle Learning Management System (LMS) implementations. Our mission is ...and skills. -Opportunity to work with a dynamic and talented team in a collaborative environment. -Professional development and training opportunities to enhance skills and knowledge. -Flexible working hours and the option for remote work. How to Apply: If you meet the above requirements and are passionate about educational technology, we invite you to apply for this position. Please submit your resume along with a cover letter highlighting your relevant experience and why you are interested in joining...

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    I'm in need of a finance content creator who can proficiently discuss topics like stock market analysis, investment strategies, and personal finance tips. Here's a rundown on what's required: Content Format: - Concisely written blog articles that are packed with valuable insights. - Eye-catching infographics that visually represent information. - Comprehensive video tutorials that provide step-by-step guidelines. Target Audience: - Beginner investors who require basic knowledge in stocks and investing. - Experienced traders needing advanced strategies to profit in the stock market. - Small business owners seeking personal finance tips to manage business expenditures efficiently. Skills and experience preferred: - Proven experience in financial writing, investment ...

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    ...based on the two papers. 2. The two papers were published almost 15 years ago. With the rapid growth of AI / machine learning techniques for supporting data analysis, are there any important changes on the insights of visualization and visual analytics? Make an argument for this. If there are, describe what the key changes are. If there are not, discuss your reasons. You should use examples or evidence of prior work from class or elsewhere (for which you should give the reference) to support your argument. You can find the two papers in the attachment. Development & Analysis: Given the car dataset in the attachment, you need to do a visual analysis of clustering these cars. 1. You should pick at least four columns for clustering the cars. You are free t...

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    ...achieve sales targets and objectives Develop and implement effective telemarketing sales strategies and campaigns Create and optimize sales scripts that align with our company's values and goals Build and maintain a strong sales team infrastructure, including hiring, training, and performance management Identify and track key performance indicators (KPIs) to measure sales team performance and make data-driven decisions Collaborate with cross-functional teams to ensure sales processes are aligned with overall company objectives Provide coaching and mentorship to team members to enhance their sales skills and performance Stay updated with industry trends and best practices to continuously improve sales strategies Requirements: Proven experience as a Sales Manager, preferably...

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    I'm seeking a proven developer capa...predictive machine learning model using Streamlit. Key tasks include: - Machine learning model deployment on Streamlit: this is the prime requirement and thus calls for solid understanding and application of this innovative data science framework. - Working with predictive model: your fluency in designing and deploying predictive models will be needed. - Familiarity with Numerical and Categorical data: experience in training machine learning models on Numerical & Categorical data is required. Those with a concrete background in machine learning, data analysis, and previous exposure using Streamlit are highly encouraged to apply. Delivering high-quality code on time is key, as we value our time-to-mark...

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    We are seeking a highly skilled and experienced web developer to transform our unique UI/UX design into a fully functional, high-quality theme for sale on various theme marketplaces. Our design h...past projects. • Strong proficiency in HTML, CSS, JavaScript, and PHP (if applicable). • Experience with responsive and cross-browser development. • Familiarity with SEO principles and best practices. • Excellent problem-solving skills and attention to detail. • Ability to work independently and meet deadlines. • Fluent in English with great communication skills. To Apply: Please send your resume, a brief cover letter explaining your experience with similar projects, and a portfolio of your work. We’re looking forward to seeing how you can contri...

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    I'm seeking a qualified individual to deliver assignments for an advanced diploma in civil construction design, precisely in the area of structural engineering. Your role will involve crafting well-researched, original, and detail-intensive solutions to structural engineering tasks. Key Responsibilities: - Deliver assignments with basic structural analysis - Present solutions in a Word document format Ideal Skills and Experiences: - Advanced knowledge in Structural and Civil Engineering - Skilled in Civil Construction Design - Proficient with writing detailed and accurate reports - Reliable with deadlines - Experienced with academic work or tutoring services. The ideal candidate will be someone with a solid foundation in structural engineering, a knack for delivering ...

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    We are currently seeking a talented React Front-end Developer to join our team. As a React Front-end Developer, you will be responsible for creating and implementing user-friendly interfaces and components using React.js. Responsibilities: Develop new user-facing features using React.js Build reusable components and front-end libraries for future use Ensure t...CSS Experience with RESTful APIs and modern web technologies Knowledge of state management libraries such as Redux or MobX Familiarity with version control systems such as Git Project Codebase: If you are a skilled React Front-end Developer looking for a new opportunity to showcase your talents, we would love to hear from you. Please submit your resume and portfolio for consideration.

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    Hello: We are currently seeking a highly motivated and skilled virtual assistant to join our team and manage our presence on various freelance platforms...Freeup, and Workana. - Excellent organizational skills and attention to detail. - Ability to work independently, prioritize tasks, and meet deadlines. - Proficiency in using project management and communication tools such as Trello, Slack, or Asana. If you are a proactive and resourceful individual with a passion for connecting talent with opportunity, we'd love to hear from you! Please submit your resume and a brief cover letter outlining your relevant experience and why you are the ideal candidate for this position. We look forward to welcoming you to our team and working together to build a successful freelance network!...

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    Moodle LMS Setup & Management 6 days left
    VERIFIED

    Job Title: Moodle LMS Implementation Specialist Location: Mumbai/Pune, India Job Type: Full-time, Contract Company Description: We are a leading provider of educational technology solutions, specializing in Moodle Learning Management System (LMS) implementations. Our mission is ...and skills. -Opportunity to work with a dynamic and talented team in a collaborative environment. -Professional development and training opportunities to enhance skills and knowledge. -Flexible working hours and the option for remote work. How to Apply: If you meet the above requirements and are passionate about educational technology, we invite you to apply for this position. Please submit your resume along with a cover letter highlighting your relevant experience and why you are interested in joining...

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    ...Title: Call Center Data Collection Agent Location: Remote (US, UK, Australia) Job Type: Contract Company Description: We are a leading provider of data collection services for call centre analytics. Our mission is to gather high-quality, diverse call centre data to facilitate sentiment analysis and behaviour identification for our clients in various industries including healthcare, banking, automobile, insurance, telecom, brokerage, and finance. Job Description: We are seeking native English speakers from the US, UK, and Australia to join our team as Call Center Data Collection Agents. As a Call Center Data Collection Agent, you will be responsible for engaging in natural conversations over the phone on a wide range of topics to help us coll...

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    I am urgently seeking a keen-eyed professional to undertake a comprehensive market analysis for my product. This research should be completed within 3 days. Here's what I need you to focus on: - Competitor Analysis: Who are our main competitors? What strategies are they employing to capture market share? - Target Market Analysis: Define our ideal customer base. What demographic and psychographic characteristics define them? - Industry Trends Analysis: What current and anticipated trends are shaping the sector? The goal of this research is threefold: 1. Understanding Market Opportunities: What are the gaps or areas of need that our product can meet in the market? 2. Identifying Potential Customers: Who are the people or organizations most likely to purch...

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    ...contribute to the final details of the system design. - Implement, test, and maintain various components of the system. - Ensure the system operates in line with high standards of security and performance. **Key Skills:** - Strong programming skills, preferably in Python or Java. - Experience with database and spreadsheet management and data analysis. - Knowledge of API integration. - Excellent problem-solving abilities and attention to detail. - Mathematical and/ or Data Science background. While knowledge of financial trading and exchanges is not required, the successful candidate will need to learn about this subject area as part of the project. A specific strategy and broad design will be provided, but the engineer will be expected to contribute to the final...

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    take existing model and sketches and show drawings for a safety fence and surrounds. drawings , no analysis

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    I'm in need of a proficient ANSYS specialist who can aid in improving and optimizing the performance of a specific product design. The task at hand doesn't necessitate any specific analysis type, it's rather comprehensive and includes various analysis aspects. Skills and Experience: - Expansive knowledge and experience with ANYSYS software - Proven record of successful product design improvement - Experience in product performance optimization - Strong understanding of structural, thermal, and fluid analysis even though a specific one is not singled out. Your contribution will play a major role in refining and enhancing the design and function of our product.

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    I'm seeking a freelancer to generate organic and positive comments on specific posts from real and aged Reddit accounts. The comments will not be specific in number, fostering a more natural engagement pattern. Relevant experience in Reddit marketing and understanding sentiment analysis is crucial for this project. Here's what I need: - Comments promoting a friendly, positive sentiment - Comments coming from authentic, mature Reddit accounts - Specific subreddits will be targeted, details to be shared upon hiring - High level of discretion and professionalism The perfect candidate will have a thorough understanding of Reddit and its community guidelines. If you have prior experience in providing similar services, do mention in your proposal.

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    I need a proficient freelancer to help develop an Access project primarily focused on data management. My current system is Microsoft Access. This project will encompass managing different types of data, including customer information, inventory data, and sales records. Ideal Skills & Experience: - Expertise in Microsoft Access - A deep understanding of data management principles - Proven experience in handling customer, sales, and inventory data in Access - Ability to design and optimize data marts for reporting and analysis

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    I'm looking for seasoned statisticians to explore a data set with profound numeric attributes. The objective is to reveal patterns or trends in the data not immediately obvious. Candidates should have: • Proficiency in numeric data analysis • Ability to identify hidden patterns or trends • Understand concepts of descriptive, inferential and time series statistics Though not necessary, previous experience in handling large numerical datasets is valued. Descriptive and inferential statistics skills are advantageous, but not required. THE QUESTION THAT I NEED YOU TO ANSWER BEFORE YOU REPLY: If you have a column named "target" and two other columns named "1" and "2," you can calculate the correlation between th...

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    I'm seeking a freelancer who likes gambling that go through 200 Twitter posts for me from on this account I want following info: 1. match description 2. odds 3. result Then update the spreadsheet with this info here.

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    ...project is to develop a robust understanding of our current practice's effectiveness, identify weaknesses, and discover potential opportunities for improvement. Key Responsibilities: - Analysis of current marketing strategies - Evaluation of advertising and promotional campaigns - In-depth study of our Digital marketing and SEO approach - Identification of potential growth opportunities and weaknesses The final deliverables would be a thorough written summary and presentation on the audit, preferably over Zoom meetings. Ideal Skills: - Extensive knowledge and experience in marketing analysis - Profound understanding of both traditional and digital marketing - Experience with SEO and advertising audits - Excellent writing and presentation skill...

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    I've got an engaging projec...should be able to facilitate two major functionalities: 1. Automated Content Generation: This is primarily targeted towards generating articles. It is anticipated that these auto-generated articles can drive traffic, foster engagement, and cultivate stronger brand loyalty. 2. Data Analysis and Reporting: I need the model to analyze the performance of the articles and provide comprehensive reports. The suitable candidate already has an active OpenAI API subscription, and vast experience in machine learning, data analysis and reporting, and article generation. They should be innovative and proactive, utilizing the dynamic power of artificial intelligence to not just meet, but surpass expectations. I'm excited to see how ...

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    I am looking for a seasoned SEO professional who can help generate more leads for my travel company website. This role would entail not ...ideal candidate should have experience working in the travel industry and have a sound understanding of optimizing SEO for travel tickets, cruises, and travel insurance-specific keywords. Key tasks are, but not limited to: - Developing and implementing effective keywords strategy - Performing comprehensive SEO audits - Creating and editing optimized website content - Consistent monitoring and analysis of search performance Experience with SEO tools such as SEMrush, Moz, Google AdWords, and Google Analytics are greatly beneficial for this role. Knowledge in SEO best practices, particularly for the travel industry, will be key to success in thi...

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    I'm looking for an expert in Excel to design and develop a sophisticated program dedicated to data analysis, financial calculations, and data organization. Key Requirements: - The program needs to be condensed into a single sheet or tab. - It will be standalone with no necessity for integration with external software or apps. - Should be flexible and user-friendly to allow modifications if needed. Ideal Candidate: - Proficiency in the use of Excel is paramount. - Experience in creating similar complex spreadsheets. - A keen eye for detail and a strong understanding of financial calculations and data structuring.

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    EXAMPLES OF WHAT I NEED ATTACHED I'm urgently seeking a qualified individual for a comprehensive electrical project. This entails creating a panel schedule, load analysis, and line diagram for a commercial project. The ideal candidate should possess the following: - Proficiency in creating panel schedules, load analysis, and line diagrams - In-depth knowledge of electrical components such as lighting fixtures, receptacles, and HVAC equipment. The project requires an immediate start and as such, a swift completion of the job is needed. Please be aware: - Initial estimations for the total load for the lighting fixtures are not yet available, leaving room for your professional contribution. Remember it's a commercial area, so proficiency in this area is preferred....

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    Dear talented professionals, I am currently i...software or app development, capable of implementing a system for matching numerical data like sale prices with inventory items. The task includes: - Developing a system that matches one-dimensional variable (sale price) to two-dimensional variables (inventory item and its properties). - Ensuring the process performs an exact match and has the ability to flag or highlight unclear data inputs. Ideal Skills: - Strong knowledge in software or app development - Experience in data analysis and matching functionalities in a system - Ability to troubleshoot and identify issues within a system - Strong understanding of numerical data matching procedures Look forward to hearing from skilled individuals passionat...

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    I am looking for an experienced web scraper to focus specifically on collecting email addresses and phone numbers . The objective is to utilize this data for comprehensive analysis to be conducted afterwards. - The task requires targeted scraping of contact information, specifically email addresses and phone numbers. - You should possess expertise in data scraping, data analysis, data capture techniques, and be proficient with scraping tools. - Compliance with GDPR and other applicable data privacy regulations is crucial. - Familiarity with web data extraction under constraints will be an advantage in this project, as safe and ethical web scraping practices need to be observed.

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    I need help with a statistics test

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    I am seeking highly skilled data professionals who are adept at using machine learning for predictive analysis on a small database of numeric data to create a reliable model. Your expertise in this service is necessary. Key requirements are: - Proven experience in machine learning - Proficiency in predictive analysis - Experience in dealing with small database sizes Ideally, you should be capable to: - Interpret numeric data accurately - Construct, validate and optimize a predictive model - Analyze patterns and trends for useful predictions Your input will influence significant business decisions, so it's utterly important that the model's predictions are highly accurate based on the data available to us.

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