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    2,000 data analysis beta calculation jobs found, pricing in INR

    I'm seeking a professional in Python with experience in computer vision, specifically with DVS 346 cameras. The goal of the project is to: - Detect human movements: Standing, walking, sitting, waving, jumping, running - Calculate the speed of detected movements The project will take place in an indoor environment. Ideal candidates should have: - Proficiency in Python - Expertise in computer vision - Experience with DVS 346 cameras would be a plus This is a unique project that requires attention to detail and an understanding of both human movement and computer vision principles. The ideal freelancer will be able to deliver accurate movement detection and speed calculations. I already have the DVS 346 camera for this project.

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    GIS Project 6 days left
    VERIFIED

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

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

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

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

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    ...have a unique requirement of collecting data at multiple points in a user's session. Key Requirements: - The form needs to be integrated with Contact Form 7 plugin - Should support multipage logic for better user experience - Collect and store user-provided data including: - Name and contact information - User input and preferences - Additional comments and feedback - Implement a method to save all incomplete form data. This data should be: - Sent to a designated email address - Stored in a specific page inside WordPress dashboard, already configured Furthermore, I require the setup of an export mechanism for this incomplete data, specifically in a CSV format. This CSV should: - Have separate columns for each field to ensure ...

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

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

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    ...water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environmental science or a related field is a plus - Ability to create and implement...

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

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

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    ...Excel specialist adept in Microsoft Access for multiple automation tasks. I need assistance with: - Macros Development: The main tasks include automation and creating tools. The proficient use of macros in daily operations is essential. - Report Generation: Specifically, the generation of technical proposal reports. Alongside this, the candidate should also be capable of automating the formula calculation process. Familiarity with financial, sales, and project status reports is an added advantage. - Tool Building: The capacity to build tools and other operations geared towards improving efficiency is crucial. Ideal skills include deep understanding of Excel functionalities, proficiency in Microsoft Access, extensive experience in automation via macros, and strong skills in repo...

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

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

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

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    ...implementation, an analysis of user’s Facebook posts could be done to determine user’s interest. You could implement your own analysis or use text analysis web API. You are not restricted to using Flickr and Facebook APIs. In fact, students aiming for more than just a pass grade are expected to come up with creative/innovative and new ideas and demonstrate that they are able to learn and use Web APIs that have not been covered in detail in this course. Further Requirements The following are the basic requirements that all students should be able to implement: • There is a description of your web application. This description should include: o A clear description of the functionality of your app, i.e. what is its purpose and/or what does it do. o Whi...

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

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

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    Dual Market Stock Prediction 6 days left
    VERIFIED

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

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    ...need a comprehensive sales reporting system that provides insights on movie ticket sales. - Customer Management: The system should be able to store basic customer details for future marketing and analysis. The Ticket Sales: - The ticket sales will be done physically at the theatre; hence, the system should be optimized for this environment. - The Android app should provide a user-friendly interface for sales staff to process ticket sales and manage customer transactions. - Integration between the cloud-based system and the Android app should be seamless, to ensure real-time updates and data synchronization. Ideal Skills: - Experience in developing cloud-based POS systems. - Proficiency in Android app development. - Previous work on ticket sales systems is a pl...

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

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

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

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

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

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

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    ...experienced Data Scientist who is particularly adept in R studio. The project involves approximately 3.5 million entries from an accounting firm's datasets and should follow the CRISP-DM framework. Responsibilities: - Data cleaning and preprocessing: Ensuring data is correctly formatted and that outliers, missing values, or inaccuracies are dealt with. - Exploratory data analysis: Extracting insights from the datasets, visualizing trends and discovering correlations. - Model development and evaluation: Carrying out predictive modeling and anomaly detection. Specifically, identifying potential financial transaction anomalies. More about the project: The goal is not predefined and can range from predictive modeling to anomaly detection based on ...

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

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

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

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    I am in need of a proficient Excel expert who can create a custom spreadsheet for me. This spreadsheet will help in calculating the overtime rates for my 6 employees on a monthly basis. Key Requirements: - The Excel sheet should calculate 3 types of overtime rates: standard (1x), holiday (2x), and...Proficiency in Excel with a strong understanding of complex calculations and formulas - Previous experience in creating similar spreadsheets for payroll or HR purposes would be highly advantageous - Attention to detail is crucial to ensure the correctness of the calculations The successful candidate will need to provide a user-friendly template that will make it easy for me to enter the necessary data each month. Please submit your proposal along with any relevant examples of your prev...

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

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

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

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

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

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

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

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    I'm seeking an IT professional with strong desktop application development skills for a project in Belgium. - The ideal candidate should have a background in IT, and be proficient in desktop application development. - The project involves creating a desktop application that will be used by technicians. - The main focus of the application should be related to the work of technicians, such as data analysis and reporting, file management and organization, and not explicitly graphical or design oriented. The project is based in Belgium, so a proficiency in Dutch would be a plus.

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    In need of a copy specialist with marketing experience who can refine copy for a LinkedIn/Facebook Post, for a beta product launch. I'm trying to attract trial users, and the communications should be both inspiring and motivational. Essential Responsibilities: - Modify existing copy/create new copy with the goal to better position the product for beta launch to individual consumers - Make any necessary tweaks to website copy on home page, depending on user journey stage (before sign up, after sign up) Ideal Candidate: - a copy expert with experience in marketing. - Previous experience launching products and engaging B2C segment required - Proven ability to craft copy that's both inspirational and motivational

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    I'm looking for a talented writer who can create an informative article on world news for the general public, including political events, environmental issues, and economic trends. Skills and experience needed: - Proven experience in journalism or news writing - Strong understanding of global politics, economics, and environmental issues - Ability to translate complicated issues into accessible language for the general reader. The ideal candidate will be able to deliver a well-structured, engaging piece that informs and educates the reader about current global issues.

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    ...MATLAB. Key Requirements: - Proficiency in MATLAB: You must be highly skilled in using MATLAB for complex simulations and data analysis. - Olsen Cycle Knowledge: A solid understanding of the Olsen cycle and experience in simulating it is essential. - Detailed Simulation: You should be able to conduct a thorough and detailed simulation of the Olsen cycle, ensuring accuracy and reliability in the results. Your role will primarily involve: - Designing and executing a detailed process simulation of the Olsen cycle in MATLAB. - Ensuring the simulation covers all essential aspects of the cycle and delivers accurate results. - Collaborating with me to interpret the data and make any necessary adjustments to the model. This project is perfect for someone with a strong ...

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    This project calls for a proficient web developer with expertise in setting up a large-scale school f...Facilitate seamless, remote payment of school fees, reducing the need for physical transactions. - Automated Fee Calculation: Implement real-time fee computation, enhancing financial accuracy and administrative efficiency. - Detailed Fee Reports: Generate comprehensive reports on fee transactions to aid administrative decisions and keep accurate historic records. Furthermore, the system needs to incorporate specific security measures, including role-based user access, to ensure the privacy and safety of user data. The ideal candidate for this project will have significant experience in web development, online payment systems, financial calculations, report generation a...

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    I am seeking an enthralling research paper that navigates the moral standards of the Ming Dynasty through an in-depth analysis of the erotic stories found in "San Yan." The venture calls for extensive reading and comprehensive understanding of specific historical texts and scholarly articles or books, that will extensively and persuasively illustrate and support the analysis. Ideal candidates should possess: - Profound knowledge of Ming Dynasty's history, culture, and moral standards - Excellent research and analytical skills - Competence in crafting engaging research papers - A strong understanding and familiarity with "San Yan" - Access to and ability to interpret relevant historical texts and scholarly works

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    I'm in need of an experienced SEO Manager to handle keyword research, analysis, and on-page optimization. My primary goal is to significantly increase my website's lead generation and sales through top-notch SEO strategies focusing on Google search engine. Key Responsibilities: - Conducting comprehensive keyword research and analysis to identify valuable keywords for my business - Implementing on-page optimization strategies to improve my website's visibility and relevance Ideal Skills: - Proven experience in keyword research and analysis - Strong understanding of on-page optimization techniques - Experience in lead generation through SEO - Proficiency in Google search engine optimization tactics I'm looking for a professional who can leverage t...

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    I'm looking for an experienced writer with sound knowledge in the field of psychology to draft a comprehensive case report essay on "First Episode Psychosis in a 17-year-old girl". The essay should focus on: - A detailed analysis of how this condition impacts her daily functioning and overall quality of life (a summary of your evaluation from Part A of the assignment). - Investigation of contextual factors like (stressors or triggers) which could influence her outcomes. - Evaluation of contextual factors like her social support system in terms of influencing her outcomes. - A comprehensive comparison and contrast of the potential impact of various treatments that Olivia underwent (both both pharmacological and psychological) on Olivia's functioning. Ideal skill...

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    I'm urgently seeking a skilled developer to set up a Helios 2 Lidar camera for detecting human figures and calculating distances up to 10 meters. Key Requirements: - Proficiency in setting up and customizing Helios 2 Lidar camera - Mastery of object detection, specifically human figures. - Capable of implementing short-range distance calculation (up to 10 meters) The project demands someone who has a strong understanding of Lider camera configurations, and advanced skills in object detection and distance measurement methodologies. Your competence in creating systems to accurately detect human figures and calculate short-range distances will be the driving forces behind the success of this project.

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    I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

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