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    2,000 r package for exploratory data analysis робіт знайдено, ціни вказані в USD

    Вільно вол...принципів написання академічних робіт; Знання основних форматів цитування (MLA, APA, Chicago, Harvard, etc.) та вміння їх застосовувати; Буде плюсом: Досвід навчання у німецькій освітній системі (коледж, університет) або проживання у німецькомовних країнах; Освіта та знання у вузькопрофільних сферах (право, інженерія, точні науки, IT та ін.) Володіння програмами статистичної обробки даних (SPSS, MAXQDA, R-Studio) Для оперативного зв'язку, телеграм: @hr_artesa

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    Формат журналу: а4, термобіндер К-ть сторінок: 76-88 Виходи: 6 разів на рік (кожні 2 місяці) Видається: з вересня 1994 року Для роботи є все необхідне: попередні верстки, файли indd, indb, шрифти, лінки логотипів, реклами (eps, tiff), package. Від Вас: час, відповідальність, акуратність, дотримання графіку. Робота: дистанційна е-поштою, Вайбером, моб зв'язком, Google doc. Package номеру передається через зручний файлообмінник по завершенню верстки та оплати. Оплата: за номер в день отримання print файлу pdf верстки та зменшеного pdf файлу для сайту.

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    Я є власником компанії у Великобританії, яка займається продажем спортивних товарів. У цей час продаємо лише на Єбеї, цікавимо площу Амазон та Їй подібні. В даний час ми маємо 15-17 позицій товару, який потрібно оформити до продажу на Акаунті Амазон, який нещодавно перевіряв, досвід роботи в цьому не маю бажати паралельно черпати від вас (поніження рівня користувачів), а також нещодавно зареєстрований торговий знак під своєю компанією

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    $6 - $6 / hr
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    Project for Andrii R. Закінчився left

    Вітаємо, Andrii R.! Я звернув увагу на ваш профіль і хотів би запропонувати вам свій проект. Ми можемо обговорити деталі в чаті.

    $100 - $100
    $100 - $100
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    Два міні завдання які необхідно виконати в R studio, завдання типу побудувати GARCH model

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    Project for Keshav R. Закінчився left

    Привіт, ksrathore1, я звернув увагу на ваш профіль і хотів би запропонувати вам свій проект. Ми можемо обговорити деталі в чаті.

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    Project for Elizaveta R. Закінчився left

    Привіт, Elizaveta R., я звернув увагу на ваш профіль і хотів би запропонувати вам свій проект. Ми можемо обговорити деталі в чаті.

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    needs to be finalized - add btc, payeer, perfect money, yandex money, visa / mastercard, pay pal payment methods. And also to add the calculator of interest calculation concerning the purchased investment packages by the client (so that the client can see the purchased package and accruing on it depending on the elapsed time and for the current period after payment in his own office). Change the site's payment currency to dollars, euros, rubles, pounds. The project budget is 50 Euros, but we can discuss.

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    Project for Yalanskyy R. Закінчився left

    Привіт, Yalanskyy R., я звернув увагу на ваш профіль і хотів би запропонувати вам свій проект. Ми можемо обговорити деталі в чаті.

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    Створення відео Закінчився left

    Необхідно створити відео довжиною 1 хв. Для заливки на сайт і демонстрації очистки води нашими очистними спорудами ( сайт наш ). Дослід тривав 7 днів тому відеороліків очистки є багато ,які необхідно змонтувати - плавно!!! 1 - - відео про воду з музичним супроводом - можна використати це відео ( його частинку) , або запропонуйте свій варіант

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    Apache PHP-FPM Logs Troubleshooting 6 дні(-в) left
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    I need a professional who can analyze the logs of my Apache PHP-FPM server and help me troubleshoot errors. The main focus of this task is to identify and resolve any issues that might be impacting the performance of the server....PHP-FPM server and help me troubleshoot errors. The main focus of this task is to identify and resolve any issues that might be impacting the performance of the server. Key Requirements: - The ideal candidate should have a solid understanding of Apache PHP-FPM logs and their structure. - Good troubleshooting skills are necessary to pinpoint the root causes of the errors. - Ability to present the analysis results in a detailed report is crucial. The main goal is to ensure the server is running smoothly and efficiently. The server use Centos 7, Apache a...

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    All-Genre AI Music Lyrics Generator 6 дні(-в) left
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    ...Generator. This bot will be capable of analyzing uploaded instrumentals and generating both the lyrical flow and content to match the music. The lyrics produced must be clean and suitable for audiences aged 18 and above. **Key Responsibilities:** - Develop and implement an AI system capable of generating music lyrics based on uploaded instrumentals. - Ensure the AI-generated lyrics are clean, appropriate for all audiences, and align with the given instrumental. - Collaborate with our music and tech teams to refine and enhance the AI’s capabilities. - Integrate the AI system into our existing platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirem...

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    ...generating data visualizations. The selected expert will be expected to work with data from both Excel spreadsheets and SQL databases, so experience with these sources is crucial. I will be looking for an advanced level of expertise, as the job will involve complex data modeling and designing sophisticated, interactive visual reports. A strong understanding of data analysis and visualization techniques is essential. Key responsibilities and qualifications include: - Creating interactive dashboards - Generating data visualizations - Working with data from Excel spreadsheets and SQL databases - Demonstrable advanced level of Power BI experience - Advanced knowledge of data modeling - Proficient in designing sophisticated, i...

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    SPSS Statistical Analysis Expert Needed 6 дні(-в) left
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    I am in need of a skilled SPSS expert to assist me with a small project....SPSS expert to assist me with a small project. I require someone who is proficient in statistical analysis and interpretation using SPSS, particularly for basic descriptive statistics. Key Responsibilities: - Conducting basic descriptive statistical analysis on the data provided - Interpreting the results in a clear and concise manner - Presenting the findings primarily through graphs and charts You must have: - Proficiency in using SPSS for statistical analysis - Strong background in basic descriptive statistics - Capability to interpret data effectively - Ability to present results clearly through graphs and charts Your assistance in this project will greatly hel...

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    I am currently using R, specifically the ppcor package, to conduct partial correlations on a sizable dataset. Unfortunately, the process is slow and fails to address all columns efficiently. I'm seeking assistance to: - Improve the computation speed - Enhance the handling of columns within my dataset The ideal freelancer for this task should be proficient in R programming, with specific experience in working with the ppcor package or similar tools for statistical analysis. A background in optimizing code for large datasets would be highly beneficial.

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    ...skilled professional well-versed in MAXQDA software and data analysis to assist with my upcoming project. The work will involve the analysis of multiple sets of data - primarily surveys, interviews, and focus groups. Key tasks involved: • Coding data sets on MAXQDA • Analyzing coded data • Delivering insightful interpretations of results The job will involve approximately 40 surveys, 12 interviews, and 2 focus groups. It's therefore crucial that the successful individual or team is able to perform this task efficiently, maintaining high-quality data analysis throughout. Having previous experience in a similar job, and professional knowledge of Windows operating system, is highly desirable. Therefore, thi...

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    We are looking for an experienced marketer who specializes in marketing campaigns that rely on data analysis. You as a digital marketer must be able to handle the data analysis that we will provide you with to target the right target audience. You as a digital marketer, you must be able to implement advertising campaigns based on the data analysis that we provided to you. You as a digital marketer, you must be able to implement advertising campaigns on Facebook, Instagram, Snapchat, TikTok, and Twitter. Ideal Skills and Experience: - You must have the ability to handle the data analysis that we will provide you to target the right target audience. - To have proven experience in marketing campaigns that rely on data ...

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    Project for Raquel R. -- 2 9 дні(-в) left

    Hi Raquel R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    Cybersecurity Consultant 6 дні(-в) left

    ...consultants for a project focused on assessing and enhancing our client's DDoS protection mechanisms, incident response processes and overall security posture. Budget: ~$7000 Location: Riyadh (Onsite) 60 Days Responsibilities: - Review and assess the configuration and setup of DDoS protection systems, including network and application layer defense mechanisms - Evaluate the effectiveness of existing cybersecurity incident management processes, procedures, and playbooks - Assess DDoS detective and preventive controls from a technology infrastructure and security perspective - Audit the configuration and setup of network appliances (routers, switches, firewalls) for security best practices - Review and optimize the SIEM (Security Information and Event Management) solu...

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    Need Docker expert to bundle TTS windows program in Wine 6 дні(-в) left
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    ...voices from Linux in docker. I found two tutorials that explain how. Or I need a developer to go through each tutorial and see if you can run the wine gui environment from a docker. Then package that solution as a Docker image I can run locally on lubuntu 22.04. I would do it myself, but I don’t have much experience with docker Requirements: 1 Install balabolka in wine - 2 Install cli balalbolka “bconsole” 3 Install raveena voice

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    Capsules Network Improvement for Medical Imaging 6 дні(-в) left
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    I'm seeking an expert in dynamic routing of capsules networks with a fo...involves: - Enhancing the dynamic routing algorithm to achieve higher accuracy in image data analysis, primarily for healthcare applications. - Applying the improved algorithm to four distinct datasets for thorough evaluation. Key skills and experience for this project include: - Proven expertise in dynamic routing of capsules networks. - Strong background in medical image analysis. - Familiarity with the healthcare domain and the unique challenges it presents. The goal is to push the boundaries of current dynamic routing techniques to deliver a more precise and reliable method for medical imaging. A successful project will not only result in improved accura...

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    I'm currently experiencing a specific issue with my CyberPanel upgrade on my Vultr Hosting. I'm in need of a talented individual who can help me resolve this issue while keeping me updated on the progress. Key Requirements: - Proficient in CyberPanel and Vultr Hosting - Experience in troubleshooting and fixing package dependency errors - Ability to communicate effectively through the Freelancer.com messaging system Please reach out if you feel you have the right experience and skills to resolve this issue promptly.

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    Real-Time Horse Racing Bot for Discord 6 дні(-в) left
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    I need a developer to create a bot that pro...on Discord. This bot will be integrated into my Discord server, and I intend for it to acquire race prediction data through an in-house data collection process. Key Objectives: - Develop a dedicated bot that acquires data from a proprietary data source - Provide real-time predictions for upcoming horse races - Implement a method to deliver these predictions through this bot on Discord Ideal Skills: - Proficiency in Discord bot development - Experience with data collection and analysis - Knowledge of horse racing and predictive modeling The freelancer should ensure that the bot is capable of handling real-time data updates, and that its predictions are consistently accurate. A cle...

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    I'm seeking a proficient individual in descriptive statistics. The primary tasks include: Data Types: - The data I'm working with is a mix of numerical and categorical data. Requested Descriptive Statistics: - I specifically need help with calculating the Mean and Median. Purpose: - These statistics are crucial for a research paper I'm working on. Ideal Candidate: - Proficient in descriptive statistics - Experienced with both numerical and categorical data - Previous experience in data analysis for research papers is a plus. Please let me know about your experience with these kinds of tasks. Thank you.

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    Smart Tennis Program with AI 6 дні(-в) left
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    I am seeking a highly skilled developer with expertise in AI neural networks, particularly in Python, for a challenging project. Key Tasks: - Develop a sophisticated AI neural network - Create an intelligent program using open-source AI - Analyze tennis data for the program The primary goal of the program is to enhance player performance analysis through the use of AI. Ideal candidate: - Proficient in Python - Experienced in developing AI neural networks - Skilled in analyzing and interpreting data - Knowledgeable about tennis and sports analytics would be a plus

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    Finance Expert Writer 6 дні(-в) left
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    I'm in need of an experienced finance expert who can produce high-quality, engaging content on finance. - Ideal candidate should have a strong understanding of various finance topics, such as personal finance, corporate finance, and investment analysis. - The content should be of high quality and targeted at students, small business owners and the general public.

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    Apache Superset Customization 6 дні(-в) left
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    ...Superset, particularly in relation to MSSQL data. The project involves creating a range of data visualizations including charts, graphs, interactive dashboards and geospatial maps. Though the data is of moderate size and complexity, it's essential that the visualizations are effective and easy to understand. The ideal candidate will be responsible for designing, developing interactive dashboards and reports using Apache Superset. You will work closely with data analysts, data engineers, and business stakeholders to understand data requirements and translate them into visually compelling and actionable insights. Key Requirements: - Proficient in working with MSSQL databases - Solid experience with Apache Superset - Proven track reco...

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    ...specialist to write code in Python (preferably) that scrapes a specific table from a website for me (Website: ). The table contains WNBA player statistics, The goal is to extract all columns of this table, which is approximately 7 columns and write it to a CSV file (in the same column format). I'm a beginner level coder, and noticed that the table was created with that looks like a Shiny App in R. (I'm not even sure if extracting the table is possible). If it was only possible to use R, then I could potentially work with that. Website: I would like the data to go from the year 2020 to current. Regular Season data. Key Requirements: - Scraping Tables on websites If you're confident in your web scraping

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    I'm in need of a skilled developer who can create algorithms and data structures to solve a specific problem related to numerical data analysis. Key Responsibilities: - Develop algorithms to process and analyze numerical data efficiently. - Implement new functionality to enhance data processing capabilities. - Solve the specific problem we're facing with the data through the algorithms you create. Ideal Candidate: - Proficiency in algorithms and data structures. - Prior experience in creating solutions for numerical data analysis. - Strong analytical and problem-solving skills. - Familiarity with relevant programming languages and data processing tools.

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    Project for Souvik R. 9 дні(-в) left

    Hi Souvik R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    ...looking for an experienced app developer who can help me set up advanced analytics in my Android app using Firebase. Key Requirements: - Track User Demographics: I need to collect and analyze user demographic information. - App Usage Statistics: It's important for me to understand how users interact with my app. Specifically, I want to track: - The number of times the app is launched - Duration of app sessions - Screens viewed by the users - Event Tracking: I also want to track specific user actions, such as button clicks. Skills and Experience: - Proficient in Android app development - Expertise in implementing Firebase analytics - Strong understanding of data collection and analysis - Experience with tracking user demographics and in-app...

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    ...Deliverables: - A well-structured business plan that includes the standard sections such as Executive Summary, Business Description, Market Analysis, Organization & Management, Service or Product Line, Marketing & Sales, Funding Request, Financial Projections, Appendix. - Infographics that highlight key aspects of the business plan. These should be a blend of high-level overviews and detailed breakdowns. The infographics should cover: - **Financial Projections**: Charts, graphs, and visuals that help investors understand our financial outlook. - **Market Analysis**: Visual representation of market trends, size, and potential. - **Competitive Analysis**: Comparative graphs or visuals that differentiate us from competitors. Ideal Freelancer: - Proven experi...

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    ...I am looking for a freelancer with a strong skillset in both Python programming and data science, specifically with a focus on finance who can help complete a project within the next 7 days. Here are the key skills and qualifications I think might be required to successfully complete this project, although I am not experienced in Python so you might find this easier and possible to do well without using as much. > Python Proficiency, as it is the primary tool for this project. > Familiarity with essential Python libraries such as pandas, NumPy, (Matplotlib, Seaborn?), Scikit-learn > Data Science and Analysis: - Data Manipulation: Ability to clean, preprocess, and manipulate large datasets. Skills in visualizing and understanding dat...

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    ...with users, along with the ability to learn and adapt over time. - Question and Answers: The chatbot should be able to provide answers to frequently asked questions and find relevant answers from PDF files content. Experience and Skills: - Strong understanding of natural language processing - Previous experience with developing chatbots - Familiarity with sentiment analysis - Ability to create personalized recommendations for users - Skilled in extracting and understanding content from PDF files - Strong problem-solving skills and attention to detail Details - Upload Excel file containing Expediente Codes - Use automation and OpenCV to solve Captcha and download files - Upload files to s3 bucket - Integration with existing system - use google to authenticate to ...

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    Consumer Research for Dairy Brand in Hamburg and Karlshue -- 2 6 дні(-в) left
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    ...will be to gather data specifically on the promotional displays and materials used for a well-known dairy brand. Important: Candidate has to be based in Karlshue or very close to it. Project outline: - 20 SKUS (Products) need to be assessed for the following: -Tidiness of shelves, package quality, time to find product and etc. -3-4 samples per a product to be assessed. eg. Product is water: 4 of these will need to be assessed. -Consumer will assess 31 samples per a product in total. -No purchases required -Products include water, plant based and diary. -All data will be captured via an App thus good quality photos are needed. --Answer questions related to the product via the APP. -Full training provided. This data is critical to enhancing...

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    Місцевий
    $596 - $651
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    ... --> FOR WOMEN : Fatigue, Weight gain/loss, Mood swings, Sweats, Menstrual irregularities, Premenstrual Problems, Acne, Libido decline, Hair loss, Hirsutism, Menstrual Migraine, and Sleep --> FOR MEN : Lowered libido, weight gain, mood changes, sweating The recommendations should be individualised and based on the symptoms identified. A sleek and intuitive user interface I'm looking for a freelancer with expertise in AI development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation Pip...

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    Aktualizacja i uzupełnienie oceny oddziaływania na środowisko, która wymagana jest jako załącznik do strategii gminnej. Ocena oddziaływania na środowisko wymaga opinii Regionalnego Dyrektora Ochrony Środowiska na podstawie art. 54 ust. 1 ustawy z dnia 3 października 2008 r. o udostępnianiu informacji o środowisku i Jego ochronie, udziale społeczeństwa w ochronie środowiska oraz o ocenach oddziaływania na środowisko (Dz. U. z 2023 r„ poz. 1094 ze zm.).

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    ...converted into an easily searchable and readable format. Key points: - Data formats: Both digital and paper - Required output: PDF document - Analysis: I need you to analyze the number patterns for this data, specifically looking at numbers used once versus those repeated over multiple years. This analysis should be done thoroughly and presented in a clear, easy-to-understand manner. Ideal freelancer skills and experience: - Proficient in data conversion and organization - Skilled in creating and working with PDF documents - Experience in data analysis, especially patterns and number analysis - Ability to create visual representations, such as charts and graphs - Strong attention to detail and accuracy. 1. Google takeou...

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    TradingView Pine Script Analyst Needed -- 3 6 дні(-в) left
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    I'm looking for a skilled developer who can create a custom trading script in Pinescript on the TradingView platform. This script will be based on identifying and monitoring market trends. Key Project Details: - The script should be able to accurately identify a trend based on the definition of "higher highs and higher lows". - When a trend is identified, the script should take no immediate action but continue to monitor the market conditions. Ideal Skills and Experience: - Proficiency in Pine Script and experience with TradingView platform. - Strong understanding of technical analysis, particularly in the context of identifying trends. - Previous experience in developing trading scripts or bots is highly advantageous. - A background in finance or trading wo...

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    I'm looking for a skilled developer who can create a custom trading script in Pinescript on the TradingView platform. This script will be based on identifying and monitoring market trends. Key Project Details: - The script should be able to accurately identify a trend based on the definition of "higher highs and higher lows". - When a trend is identified, the script should take no immediate action but continue to monitor the market conditions. Ideal Skills and Experience: - Proficiency in Pine Script and experience with TradingView platform. - Strong understanding of technical analysis, particularly in the context of identifying trends. - Previous experience in developing trading scripts or bots is highly advantageous. - A background in finance or trading wo...

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    Tech Funding Business Plan Expert 6 дні(-в) left
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    I'm in urgent need for a professional business plan creator who can help me draft a comprehensive funding business plan. The plan is to secure investment for a technology-based venture. Your main tasks will include: - Conducting a thorough market analysis to identify potential opportunities and threats in the industry. - Developing detailed financial projections, including revenue, expenses, and profit forecasts, to clearly demonstrate the company's growth potential. - Crafting a strategic marketing plan that outlines how we'll acquire customers, generate revenue, and position ourselves in the market. Ideal candidates for this project should have a solid understanding of the technology industry and proven experience in creating successful fundin...

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    I'm in need of an in-depth market study focused on our local retail industry. The primary aim of this study is to evaluate market trends related to the development of a new self storage ...is to evaluate market trends related to the development of a new self storage facility. Your work will be instrumental in shaping the future direction of our business decision. Key Responsibilities: * Conduct analysis of the current market trends in the local self storage industry. * Evaluate the implications of these trends on our proposed development. * Provide actionable insights based on your research. Ideal Skills and Experience: * Strong background in market research preferably in localized market studies. * Robust understanding of local market trends. * Excellent data analy...

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    I am on a mission to solve a data analysis challenge. The task involves creating an optimization algorithm that will be applied to numerical data. The ability to have a great balance between speed and accuracy is the main concern, so the algorithm should be highly efficient, yet accurate. Key Requirements: - Expertise in algorithm development, particularly those related to data analysis - Proficiency in handling numerical data - Ability to balance speed and accuracy in algorithm performance. Your main task will be to design this optimization algorithm and properly tune it to achieve the desired balance in speed and accuracy. Please demonstrate your prior work in similar projects when bidding. Your innovative and critical thinking will be a majo...

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    I need an expert to com...year. Your expertise in financial analysis would be a big asset in this project. Key Tasks: - In-depth scrutiny of quarterly income statements - Detailed examination of balance sheets - Profound analysis of cash flow statements Please note, a comparative analysis among the organizations is not required for this project. Your focus should solely be on individual organization's financial health. Ideal Skills: - Experience in financial analysis and accounting - Detail-oriented with proven analytical skills - Ability to interpret complex financial data This job will require thorough analysis and a keen eye for detail, hence relevant experience is highly sought after. If you are an analytical indivi...

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    I am looking to identify distressed residential properties to expand my wholesale real estate portfolio. While my primary interest is residential homes, the preferred methods for research and analysis aren't strictly determined. The ideal freelancer would have: - A strong background in residential real estate acquisition - Critical analytical skills for identifying potential investment opportunities - High attention to detail - Excellent capability to work with limited supervision While past experience in real estate market analysis or foreclosure listings research would be beneficial, willingness to explore varied methods of identifying prospective properties online or offline is highly valued.

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    Email Marketing Virtual Assistant Needed 6 дні(-в) left
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    ...segmentation, and data scraping and extraction. Key responsibilities include: - Creating and managing weekly email campaigns: I'm looking for someone who can help me set up and run email campaigns on AWeber or something else. This includes not only executing the campaigns themselves, but also monitoring their performance and making adjustments as necessary. - Building and segmenting email lists: You'll be responsible for helping me grow and organize my email lists. This will involve not only sourcing new leads, but also ensuring that existing leads are properly segmented based on various criteria. - Data scraping and extraction: Part of this role will involve sourcing and extracting relevant data to support our email marketing efforts. Th...

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    SEO Expert Needed to Analyze Keywords and Backlinks 6 дні(-в) left
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    ...engines. I also suspect that malicious backlinks might be affecting my site's performance. Your primary tasks for this project will include: - Keyword Analysis and Ranking: Understanding why certain keywords aren't performing as expected and suggesting strategies to improve their rankings. - Backlink Analysis: Identifying any potentially harmful backlinks and providing a comprehensive report on these links. It's important to note that I have previously done some SEO work on my website. To be the right fit for this project, you should have experience and expertise in the following areas: - SEO: Understanding of search engine optimization best practices, and experience with keyword analysis and ranking. - Link Building: Proficiency in...

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    Internet Search Executive in Iraq 6 дні(-в) left
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    I am in need of an Internet search executive residing in Iraq, with strong proficiency in Kurdish and Arabic, for an engaging project. The ideal candidate should possess the following qualifications: - Proficiency in Google and social media scanning - Excellent English communication skills - Experience in conducting keyword research - Ability to perform data collection and analysis While I have not specified an industry or topic for focus, the candidate should be versatile and adapt to various subject matters. Your role will primarily involve conducting internet-based research, including keyword research and data collection and analysis. To succeed, you should be proficient in Kurdish and Arabic languages, as well as Google and social media sca...

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    I own Jerry's World, specializing in cakes, cupcakes, brownies and cookies. I'm seeking a skilled designer to create a package that will appeal to all age groups. Ideally, you have experience in: - Package design - Graphic design in the food industry - Understanding of market trends for all ages Your creative and engaging designs should reflect the joy of sharing our cakes and cupcakes. Showcase your experience and design thinking in your bid. Help us make Jerry's World a recognizable brand through great packaging.

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    I'm in need of a talented graphic designer to revamp my wedding pricing packages with a fresh, clean, modern, yet minimalistic design. Key r...requirements: - An approach focused on minimalistic, clean aspects to make the presentation elegant and easy to understand. - Bold typography must be taken into consideration for striking design elements. - A graceful color scheme with neutral tones, such as white, gray, beige to give a subtle, refined look. The successful applicant would ideally have: - A keen eye for clean, modern design aesthetics - Solid experience with typography - Expertise in creating minimalistic designs The file is required to be delivered in PDF format. Submissions should display understanding and capture these key elements to be considered suit...

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