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    2,000 calculate price regression statistics jobs found, pricing in USD

    Get ready for a Zoom meeting I'm looking for a SEO expert who can help me optimize over 250 pages on my website to increase traffic.

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    I'm in need of an experienced finance expert who can help me calculate financial ratios for Nestle over a period of 3 years. These figures will be vital in evaluating the financial health and performance of the company. Key Project Requirements: - Calculating profitability, liquidity, and solvency ratios for Nestle for 3 years - Presenting the calculated ratios in tables - No need for a comparative analysis with other companies, just Nestle Ideal Skills and Experience: - Proven experience in finance and accounting - Deep understanding of financial ratios - Experience in presenting financial data in clear and organized tables I'm looking forward to working with a professional who can provide accurate and reliable financial analysis. I will attach a template as well.

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    I'm looking for a tutor proficient in topics of applied statistics and data analysis. Possessing advanced-level knowledge, I need guidance specifically on: - Regression analysis - Design of experiments - Statistical processes and quality control I aim to complete my preparation within a month, so a tutor that can work intensively within this timeframe would be perfect. Please outline your experience with the topics listed above in your proposal. Understanding of complex statistical concepts and effective teaching abilities will secure your bid!

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    ...needs to handle data entry automation, calculation of disbursement amounts, and generation of disbursement reports. Key Features: - Data Entry Automation: This will help us input information quickly and without errors. The tool should automate data entry to reduce human error and increase efficiency. - Calculation of Disbursement Amounts: Once the data is entered, the tool should automatically calculate the disbursement amounts based on predefined criteria. This will help us ensure that the amounts are accurate and consistent. - Generation of Disbursement Reports: After the calculations are done, the tool should be able to generate reports in a clear and user-friendly format. This will help us keep track of our disbursements and easily share the information with stakeholders....

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    I'm in immediate need of a talented machine learning specialist to work on our classification and regression tasks, using numerical data. Key Requirements: - Proficient in ML techniques, particularly classification and regression - Strong understanding of numerical data structures - Able to deliver results in a timely manner, as the project is urgent

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    I need a programmer to develop an AdSense loading CPM software that primarily features real-time statistics. Specific capabilities required include: - Enables me to view real-time data; - Supports customizable ad formats; - Features ad optimization. The level of user interaction hasn't been specified, so developers have the discretion to design a system that's highly interactive or virtually automated. That said, I do expect this system to be user-friendly and efficient. Although I didn't state a preference for the programming language, I'm expecting a robust, secure, and efficient system that could stand the test of time. Overall, I'm looking for experienced developers who prefer using innovative techniques to coding solutions. Budget Is fixed $50

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    ...interpreting data accurately. Project 2: This project involves calculating conditional probabilities and analyzing normal distributions. Precision and an analytical mindset are essential for success. Required Skills: Expertise in R Programming: You should be adept at writing efficient, structured, and annotated R code. Strong Background in Statistical Analysis: You need a solid understanding of statistics, including probability distributions and data analysis techniques. Experience with Jupyter Notebook & LaTeX: Necessary for producing detailed reports that showcase all findings, analyses, and code. Analytical and Problem-Solving Abilities: Capable of dissecting complex data to extract actionable insights. Effective Communication: Ability to clearly communicate findings and ...

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    I'm currently experiencing a formatting issue as there's a problem displaying my portfolio value series within the graph for my investment tracker....problem displaying my portfolio value series within the graph for my investment tracker. Skills and experience needed: - Google Sheets skills - Knowledge about graphs and formatting Tasks: - Fix the graph which isn't correctly displaying my portfolio value - Help calculate and display the annual return I have not been able to figure out the reason why my graph is not displaying the series that I want. Would like to share the google sheet with you and you help to display the graph with the data I want. Also to help calculate the annual return on my investment. I do not foresee this taking more than 15 minute...

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    ...Project Requirements: Custom Layout and Design: The sheets should have a unique, user-friendly layout that efficiently organizes client information, workout plans, and progress tracking. The design must be intuitive and specifically tailored to support a fitness coaching environment. Advanced Functionality and Formulas: The developer will need to implement complex formulas that automatically calculate metrics such as client progress, session counts, and other relevant data. Knowledge of Google Sheets scripting may be necessary to achieve desired functionalities. Interactive Elements: The sheets should include interactive features like dropdown menus for exercise selection, checkboxes for session completion, and perhaps buttons to toggle between different data views. Originality:...

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    I'm searching for a professional who is an expert in Basic Econometrics and R studio whom can complete my prepared assessment and short summary of its difficulty. The assessment content focused on: - Regression analysis - Hypothesis testing - Time series analysis The assessment needs to be prepared in R Studio—a tool my students are practicing. You must submit a word file and a R studio file for this assessment as explained in the brief you will receive. The assessment should be of easy to moderate difficulty for those with the know how. Ideal freelancer should have: - Strong knowledge of Basic Econometrics - Experience in creating educational content - Proficiency in R Studio

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    Get ready for a Zoom meeting I'm looking for a SEO expert who can help me optimize over 250 pages on my website to increase traffic.

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    ...("Standard Wallpaper" will be default, "Peal and stick" and will be alternative. These material types should be on admin panel so we can edit, add or delete.) NOTES 1) CALCULATING PRICE: After all these steps user will see dynamically calculated price depending on amount of rolls and selected material. 2) ADMIN PANEL: On "ORDER" page, we should see the amount of rolls and dimensions customer entered. CUSTOMER USAGE: On single product page he can push button "How much rolls do I need?", then he will see tooltip(or any other solution) window with functionality I describe above. Enter dimensions -> push button 'Calculate' -> result - rolls pdf 'regular_pattern_wallpaper_module'. It should be same fun...

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    ...effectively with other members of the project team. Application Functionalities: Scheduling posts on various social media platforms, such as Facebook, Twitter, LinkedIn, Instagram, etc. Creating, editing, and deleting posts from the application interface. Automatic publishing of posts at scheduled times. Managing multiple social media accounts from one place. Analyzing social media activity statistics, such as post reach, user engagement, etc. Personalized notifications about scheduled posts and user interactions with the content. Additional Information: Candidates with experience in developing social media-related applications are preferred. Source code and technical documentation will be required. Please provide a portfolio showcasing examples of previous projects. If you are...

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    I'm looking for a SEO expert who can help me optimize complete website and hit 15K in 3 months - The main goal is to increase traffic on the website. This means we'll need to focus on improving the website's visibility on Google, as this is the primary search engine I'm targeting for optimization. - Your responsibility will be to carry out technical and on-page SEO tasks on the website. You should have experience with SEO optimization and understand the strategies that can help with increasing traffic. - To proceed with the project, you may need access to the website's backend or content management system to make necessary changes. If you have experience with website management systems, this will be a plus.

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    You are asked to create an Excel file (FILE A) that: 1) Automatically extract data from another Excel file (FILE B) which is located in an FTP folder and which is updated every day. 2) The FILE A must extrapolate the data from the FILE B based on some filters that can be set or changed. For example, a filter could be the Brand or the Price. 3) The output (FILE C) of FILE A must be a .CSV file composed of 3 columns: SKU, Quantity and Price. 4) The final part is that this FILE C is saved inside another FTP folder. This entire 1+2+3+4 process must be done automatically every day at a certain time without the intervention of an operator.

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    ...capability, would be highly advantageous. Video Game Analysis using Strapi/React Situation: I have the game video on YouTube, link hidden. I want to be able to analyze the game, in which I do the following: - New analysis - Insert Date, Home and Away Team, level, competition (Camp., Cup, Phase X...). OK - In the future, you should alternatively choose an existing game from the previously created statistics. - In the analysis I must include a link to the YouTube video - I should be able to stop the video and insert a NEW annotation, which will detect the time the video is in, save it and allow me to add text - It should be possible to add multiple annotations to the same game video - In each new note you must record the analysis - If you do not insert video, there must be a text b...

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    I'm looking for a SEO expert who can help me optimize over 250 pages on my website to increase traffic. - The main goal is to increase traffic on the website. This means we'll need to focus on improving the website's visibility on Google, as this is the primary search engine I'm targeting for optimization. - Your responsibility will be to carry out technical and on-p...carry out technical and on-page SEO tasks on the website. You should have experience with SEO optimization and understand the strategies that can help with increasing traffic. - To proceed with the project, you may need access to the website's backend or content management system to make necessary changes. If you have experience with website management systems, this will be a plus. The fixed ...

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    I'm in need of a skilled estimator who can work with 3D models to provide a comprehensive quantity takeoff for my residential construction project. Key Responsibilities: - Review and interpret the provided 3D models to calculate the quantity of materials needed for the project - Develop a detailed estimate for the entire project, broken down into relevant components such as labor, materials, equipment, etc. - Highlight any potential cost-saving measures or areas of concern based on the estimation Ideal Skills and Experience: - Extensive experience in construction estimation, particularly for residential projects - Proficiency in working with 3D modeling software and translating the models into accurate quantity takeoffs - Strong attention to detail and the ability to identi...

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    In this project, I am seeking a knowledgeable professional to develop a web-based PowerApps with approval workflow. Key functions: - Database and document architecture - Customer form development and product cataloging - Features to calculate cost and revenue for products - Options to upload multiple attachments - Categorize based on status Desired workflow should streamline decision making and efficaciously automate our business process. Ideal Skills and Experience: - PowerApps development - Experience in designing database and complex document architectures - Familiarity with Approval workflows - Prior experience with web-based platforms - Strong understanding of business process automation Your proposal should include a high-level strategy that addresses my requirements ...

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    I would like to update my app with 2 following features; - first one being that every order of any specific food item or a drink made in estimated time (example 5min) would all be summarized on the backend for the kitchen and the bar; So the cooks could basically "tackle" the same food then by going table by table as it is now, easier overview and workflow - second thing, would li...bar; So the cooks could basically "tackle" the same food then by going table by table as it is now, easier overview and workflow - second thing, would like to have a total amount of the bill rather than split by orders (as it is now) and also be able to delete or add things on the final screen bill, sometimes a group of 10 wants to pay individually and its a hassle to go 1 by 1 and ...

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    I am seeking a proficient R programmer experienced in statistical modeling, especially regression models. My project involves: - Developing regression models for both numerical and categorical data. - Analyzing and interpreting complex data to find actionable insights. - Crafting intuitive and visually compelling representations of data analysis. Skills and Experience: - Extensive background in R programming. - Proven expertise in statistical modeling and data analysis. - Comfortable handling both numerical and categorical data. - Ability to explain complex statistical concepts in a clear and concise manner. As a successful applicant, you will work closely with me to develop comprehensive regression models that allow me to make better-informed decisions. This pr...

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    I have an autocad drawing of a house I need someone to calculate the surface area of the facade for the stone work only excludnig the windows adding to the the exterior part of the boundry wall

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    ...This project involves analyzing scientific research data specific to digital addiction among adults and adolescents in India. • Key Duties: - Understand the data provided and apply relevant statistical methods for hypothesis testing using Adanco. - Interpret the results in a meaningful way, providing detailed explanations and suggestions. • Ideal Skills and Experience: - Strong background in statistics, preferably with a focus on scientific research. - Proven experience with Adanco for hypothesis testing. - Familiarity with data related to digital addiction is a plus. - Excellent analytical and interpretative skills. This project is a significant opportunity to contribute to a meaningful study on a topical issue affecting India's youth and adult population. Yo...

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    ...Australian Bureau of Statistics (ABS) database and can help me gather pertinent data regarding Melbourne's older population. If you have experience with ABS table builders this should be a relatively easy job as much of the data is collected in these ranges. Key Deliverables in Excel: - All SA3s in the Eastern and Southern Melbourne planning regions - TOTAL number of people in each SA3 and the number of people in the ages of 50+, 60+, 70+, 80+, 85+ - The number of people with income per week in each SA3 of $3,000-$3,999, $4,000 - $4,999, $5,000 - $5,999, $6,000 - $7,999, $8,000 or more The example table shows information from the 2016 Census and I will need data from the 2021 Census. Key Requirements: - **Data Collection:** Your primary role will be to gather detailed...

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    Zambia Basic Logistics 5 days left
    VERIFIED

    I'm in need of a reliable professional to assist me in finding a cost-effe...the power cost per kilo-watt hour when using 250kva transformer - Consider the best location in terms of cost-effectiveness for the Bitcoin mining operation Skills required for this project include: - Strong research skills, particularly in the Zambian market - Excellent negotiation abilities - Knowledge of the cryptocurrency industry, particularly Bitcoin mining - An understanding of how to calculate and assess power consumption for Bitcoin mining and associated costs - Experience in identifying cost-effective locations for industrial operations Your primary objective will be to secure a low-cost, yet suitable location for the operation, ultimately allowing us to maximize profits from the Bitcoin m...

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    I'm in need of a skilled programmer to assist me in automating daily pricing updates from a specific website. The script should pull the pricing information and update it into our system. Key Requirements: - Develop a script that can extract data from a website and automate the pricing update process - The script should be able to run daily, without manual intervention - Ensure the script is robust and can handle occasional changes in the website's layout without breaking Ideal Skills and Experience: - Proficient in web scraping and data extraction - Experienced in script automation, particularly on a daily basis - Familiarity with handling data within a business context - Ability to create a reliable and sustainable solution, accommodating for potential changes in the website...

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    ...uncover price points across multiple websites and categories for us. Key Requirements: * Compile pricing information from the following platforms: Amazon, , , , , , , , , , nykaaman.com. * The scraping project should cater to several products and categories rather than specific ones. * Implement scraped data directly into the backend of our website using PHP. Ideal Skills: * Proficiency in web scraping scripts and tools * Deep knowledge and experience in PHP programming * Familiarity with the aforementioned websites' structures and processes * Ability to handle data scraping projects from a wide range of product categories Your work will streamline our price comparison

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    We are looking for an experienced SEO specialist to develop and execute a comprehensive SEO strategy for KoraStats, a leading platform dedicated to providing up-to-date and insightful statistics on football games. Our goal is to enhance our online presence, increase organic traffic, and improve our search engine rankings. This project will span three months, and we are keen on achieving specific, measurable targets. Responsibilities: SEO Audit: Conduct a thorough SEO audit of the existing KoraStats website to identify areas for improvement. Keyword Research: Perform extensive keyword research to find relevant terms that can drive targeted traffic to KoraStats. On-Page Optimization: Optimize website content, meta tags, headers, and images to improve relevance and rankings for targe...

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    Hello. I have a multiple page excel spreadsheet, but I need it to have more flexibility. It is for a 10 room facility, and it's purpose is to show projected revenue based on room type, employee job type, and schedule. The current spreadsheet has 10 rooms with two room types. Also there are 11employees with 6 job types. Your ...A7 "Staff" should have a dropdown menu where Employee Job type can be selected -each day of the week should have a dropdown where employee job type can be selected, and added to schedule. -There should be room on the schedule for 26 employee types plus 4 blank employee types where future employees can be added. Once the new employees and room types are added all current formulas should still calculate correctly. Please don't hesitat...

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    ...Details: The objective is to develop a plugin that performs the following tasks: Retrieve quantity data for four specified materials from predetermined Revit schedules. Display the retrieved quantities in a user interface within the plugin. Prompt the user to select from three predefined conditions (each associated with a specific percentage) using a dropdown menu. Based on the user's selection, calculate an average of two predefined percentages and multiply this average by the retrieved material quantity. Key Deliverables: Functional Revit plugin that seamlessly integrates with Revit 2024. User-friendly interface displaying retrieved quantities and options for percentage selection. Automated calculations based on user inputs. Timeframe: Skills Required: Proficiency i...

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    calculate SNR for denoising ECG Digital Signal using IIR and FIR filters

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    ...enhance the learning experience - User-friendly design that is accessible and engaging for beginners - The ability to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally ...

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    Jasp 8 days left

    Hi, Statistics is my favorite subject and will be glad to help. I have skills in Data Processing, Statistics, R Programming Language, SPSS, Tableau Excel and python.

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    I need a professional who can scrape product prices from Starbucks and Dunkin Donuts' websites. The main focus will be Coffees, Beverages, and Food items. Key Requirements: - Scraping: Extract product name and price from two apps/websites. - Data Organization: Provide the scraped data in a clean and organized format. Ideal Skills: - Proficient in Web Scraping: Experience in scraping data from various websites. - Data Management: Ability to organize and present scraped data efficiently. This project will require attention to detail in maintaining the data integrity throughout the scraping process. The scraped information should be accurate and up-to-date.

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    I need a data analyst or researcher to provide data on how much the price of electricity and gas have increased by in the UK from the year 2014 - 2024. This research will be used to predict the percentage increase year on year for our customers moving forward. Specific Data Points: - Historical electricity prices - Historical gas prices - Percentage increase year on year Report Format: The final data analysis report should be in a spreadsheet format, preferably Excel. The main points should be supported with a PDF Data Segmentation: The data should be segmented by consumer type, specifically domestic consumers. Ideal Skills and Experience: - Strong background in data analysis and research - Proficiency in handling and analyzing large sets of historical data - Advanced knowledge ...

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    I require an experienced machine learning and AI expert to develop a cutting-edge algorithm that will predict tennis match outcomes. The project will also involve creating a user-friendly, interactive website platform to display the predictions. Key responsibilities include: - The successful algorithm should consider various factors such as player performance statistics, match history, and court surface to make precise predictions. - The website should be designed in a way that enables easy navigation and interpretation of the provided data and the outcomes predicted by the AI. Ideal skills and experience: - Extensive experience in machine learning algorithms and artificial intelligence. - Proficient in website design for an interactive user experience. - Preferably, experience i...

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    I'm looking for an experienced developer who can create a high-quality app for both Android and iOS platforms. This app offers a comprehensive view of fresh statistical data updated weekly, which has been designed in Figma and now needs to be brought to life. Key Features: - Display of updated statistical data - Interactive charts for an engaging look at the statistics Ideal Freelancer: - Proficient in both Android and iOS development - Experience in translating Figma designs into working apps - Familiarity with data visualization, particularly interactive charts This is not just about coding an app; I need someone who can intelligently implement the design details and make the statistical data immersive and interesting. Let's create an engaging tool together!

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    If someone is looking for the capacity to enter between 300 and 1000 products, you...between 300 and 1000 products, you can use a CSV archive or a manual form. If you propose a catalogue, the objective is to increase the price of each product by 35%, regardless of the initial cost. Also, you need to find quality images for each product and adjust them to a resolution of 500x500 pixels. Similarity, you should add videos for some products. The remuneration offered is 10 Dominican pesos for each combined product. The type of exchange can be consulted to obtain the equivalence on other days. It is important to note that the 35% increase is applied to the purchase price, which means that the selling price will be 35% higher than the original price. Please ensure y...

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    As an ardent enthusiast of NBA, MLB and UFC, I need a skilled programmer to design a sports simulation program that's capable of running on the Windows platform. The program should take statistical data for these three sporting disciplines to create an engaging and realistic gaming experience. Key Features Required: - Live Updated Statistics: Game should reflect current and up-to-the-minute stats of players. - Customizable Team Rosters: I want the ability to tweak team rosters as seen fit. - Realistic Gameplay Mechanics: The simulations should mirror the actual physics of the game as accurately as possible. The project is best suited for someone familiar with sports, particularly NBA, MLB, and UFC. Required skills include Programming, Statistical Analysis, and Game Design. ...

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    ...comprehensive online casino. This platform should resemble , but initially feature a more focused game selection. The project will primarily consist of developing games divided into two categories: Games of Skill and Games of Chance. With the option of Crypto Deposits given to User Key Features: • User registration and login system • Secure payment gateway integration • Robust game statistics tracking Games of Skill: • Poker • Blackjack • Chess • Rummy Games of Chance: • Roulette • Plinko • Crash • Dice • Mines • Limbo • Dragon Tower • Wheel Applicants should possess strong competency in software development with specific experience in online gaming platforms. Understanding of payment gateway integrat...

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    I'm in need of a professional who can help me list a range of jewelry findings on Amazon. This task involves: - Listing: Editing current products, creating product listings for different types of jewelry products. - Keyword Optimization: Including relevant keywords to improve searchability and visibility on the platform. - Categorization: Ensuring the listings are correctly categorized to reach the right target audience. - Images: Adding high-quality images of the findings to attract potential customers. The ideal candidate for this project should have experience in Amazon product listing, particularly in the jewelry category. Knowledge of SEO and Amazon's backend processes would be beneficial. A keen eye for detail and good organizational skills are also key.

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    ...cronjob. The cronjob gets crypto currency prices every 5 minutes and saves them in the database. The script also executes Buy and Sell - this currently hypothetical. I need a developer to do the following: 1. On cronjob file, to add functions to calculate technical analysis e.g MA, Support & Resistant levels, RSI, etc - to ultimately determine breakout points for an asset and/or when to sell. 2. Represent asset performance in chartJS, with X-axis as of type Time (I have done the chart but the X-axis is hardcoded). The chart should have: i. Price trend ii. Line with point for buy & sell iii. Support & Resistant levels, iv. MA v. And any other indicator that would be beneficial. See my current chart here - My budget is $100.

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    ...these results. also know how to use Kaplan-meier method to analyze persistence data with this. The data source for this analysis will be electronic health records and pharmacy fill data. Key Responsibilities: - The main task is to determine medication adherence rates (MPR and PDC) using the provided electronic health records. - know the concept of MPR or PDC and guide me on what is needed to calculate these. - The analysis should be thorough and comprehensive, helping me to identify potential areas for improvement in medication persistence. - Expertise in using statistical software that can facilitate a Kaplan Meier method analysis is crucial. - Know how to do descriptive analysis. Ideal Skills and Experience: - Proficiency in data analysis, particularly in the context of he...

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    ...time tracker which records the total amount of time spent by students on watching videos of tutors hence calculate the amount of wage payable to online tutors on the web. 5. Dashboard of tutors should show the total amount of screentime of his/her videos (which will be updated once per day) 6. Payment system which could transfer 50% of the total revenue into a pool for the wage of tutors which will then be paid to tutors in the calculation method of (=money in pool x total watch time of video of certain tutor / total watch time of videos of all tutors) and leaving the rest for the company. 7. A discount scheme which allows students from poorer families to be able to enjoy a 60% off price for the membership. 8. An application system in which students from poor families co...

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    I need an expert to live stream less than 5 professional soccer league games. Providing a seamless end-to-end streaming experience is a must. Skills and Experience: • Proven experience in sports live streaming, ideally soccer • Understandin...live stream less than 5 professional soccer league games. Providing a seamless end-to-end streaming experience is a must. Skills and Experience: • Proven experience in sports live streaming, ideally soccer • Understanding of professional soccer rules and dynamics • Technical knowledge to handle potential trouble shooting Please note, no additional features like commentator audio, real-time statistics, or player interviews are required. My main focus is on the video live-stream itself. Let's focus on delivering...

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    ...GPS Tracking: The app must include accurate GPS tracking to note the location and movements of 'family' cars. • Reservation System: Users should be able to book cars in advance, ensuring freedom and flexibility in usage. • Driver Assignment: The driver assignment mode should be manually performed, giving the flexibility of choosing preferred drivers. In addition, the application should also calculate the cost per user per month, which factors in both fuel and driver cost. The ideal candidate for this project has experience in iOS application development, specifically with features such as GPS tracking and booking systems. Familiarity with cost calculation algorithms is also appreciated....

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    ...Development Team to finalize critical functionalities and prepare for future mobile app development. This remote contract opportunity may lead to a full-time hire based on performance. Project Overview: College Recruit Pro is in a soft deployment phase, needing significant enhancements in backend integration and UI/UX design. We are set to integrate complex datasets involving U.S. colleges and athlete statistics through a digital interface, with the next phases focusing on mobile development and further UI/UX enhancements. Responsibilities: Finalize Backend: Solidify backend functionality using AWS, Django, and PostgreSQL to handle complex data integrations. UI/UX Enhancements: Implement a modern and visually appealing design to improve navigation, user flow, and streamline th...

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    I need an intricate Excel model to calculate a cumulative threshold commission scheme, tailored to three varying levels of seniority: Junior, Mid-level, and Senior. The model needs to be exceptionally flexible and versatile to allow for easy manipulation and scenario planning. Key Requirements: - Create a multi-level commission scheme: The model should have different commission percentages for each level of seniority. - Cumulative Threshold Calculation: Incorporate a mechanism to calculate cumulative thresholds. - Revenue Generation Calculation: Develop an accurate formula that calculates the revenue generated. - Flexibility in Threshold Percentage: Ensure that the threshold percentage can be flexed. - Cash Retained in the Business: The final model should account for cash r...

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