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    2,000 gradient descent linear regression matlab zakázek nalezeno, ceny v EUR

    ...935 (v) x 450 (h) mm. Prezentační stěna i stolek jsou oblé, viz. příloha. Grafika prezentační stěny by měla obsahovat: - logo - headline (lze použít nějaký z úvodní stránky webu ) - grafické zpracování našich služeb (bezpečnost, infrastruktura, IT as a Service, vývoj a inovace, komunikace) - grafiku zpracovávat dle podobně jako je náš modrozelený roll-up, viz. příloha. Jedná se o gradient barev #168AC2 a #2EB45B - můžete použít vektorovou grafiku umístěnou na našem webu Grafika prezentačního stolku - bude se pravděpodobně používat s prezentační stěnou, grafiku tedy odvodit od té stěny, na stol...

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    Machine Learning Ukončeno left

    Matlab or Python project to be

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    Hledáme člověka pro programování obchodni aplikace mezi matlab a burzou. Jedna se o jazyk podobný C. Více kontaktem 773 797 644

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    Project for KUTlime Ukončeno left

    Ahoj, potřebuju pomoct z Matlabem. potřebujete realizovat program Matlab ve zpracování obrazu je foto kde leží mince. Je nutné určit celkovou částku mincí v nominální hodnotě. Mělo by pracovat s různými obrázky (Rozlišení, formát – na tom nezáleží. Je myšleno že mince můhou ležet jinak, překrývat se trochu..). Klasická úloha na zpracování obrazu. Termíny -3 dny Mužete pomoct?

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    I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-commented code.

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    I'm seeking a Python expert to develop a solution for a resource allocation problem that involves both the Knapsack Problem and linear programming (LP) models. Key Requirements: - This project is focused on resource allocation, so the main goal is to craft an algorithm that can efficiently solve the classic Knapsack Problem. - You will also be required to incorporate LP models in the solution to enhance the resource allocation process. Skills & Experience: - Proficient in Python for algorithmic problem-solving and have a solid understanding of optimization techniques. - Experience in working with LP models and understanding of how to apply them in real-world resource allocation problems. - Previous experience in developing command-line interfaces for solutions - as this ...

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    ... ideally should be less then 30-40 usec (with 10 nsec floating point athematic operations) so that total processing time for channel is 300-400 used leaving processor enough time for other task like display , printing , storage, 6. Algorithm code & associated lib to be provided in C for ARM compiler. Source Code to be provided. 7. Algorithm / code first to be tested on simulator platform like MATLAB 8. Algorithm / code after testing on simulator will be tested on actual hardware.I'm seeking an experienced embedded engineer to work on a medical heart rate monitoring device. The project involves real-time signal processing through algorithms on a Digital Signal Processor (DSP). Key Responsibilities: - Implementing heart rate monitoring algorithms in C/C++ on an embedded...

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    Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. Please ensure you speak to your experience...

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    ...individual to assist in the development of a Wireless Sensor Network (WSN) simulation . The main focuses of this project include performance evaluation, energy consumption analysis, and routing protocol comparison. Key Requirements: - Previous experience in WSN network simulation - Able to develop a proprietary MAC protocol - Proficiency in relevant programming languages and software such as NS2/NS3, MATLAB, or OMNeT++ - Strong understanding of WSN system design Your primary role will be to help me create a comprehensive simulation that accurately represents a WSN network, as well as develop and test a proprietary Medium Access Control (MAC) protocol. This will require a keen eye for detail, a solid understanding of network architecture, and a strong background in programming a...

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    Matlab Expert Needed 5 dní left
    OVĚŘENÉ

    I need a Matlab specialist for a project.

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    I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of our ba...

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    I'm in need of a proficient Simulink designer to assist me with a PID Control System Design project. The focus is on Position Control System. The project requires the following: - Expertise in Simulink and control system design - Knowledge of PID control development and its application in Position Control System and Car suspension Skills & Requirements: - Proficiency in Matlab and Simulink - Advanced knowledge in Control System Design - Prior experience with Position Control Systems and Car suspension - Extensive experience with PID control and electrical actuator Your task would be: - Design a PID control for a position control system - Implement this design in Simulink - Test and refine the system to ensure accurate and optimal performance. I look forward to heari...

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    I need a talented professional to design a minimalist logo for my brand. I have the design with me, give me the same. The logo must: - Be minimalist in design - Utilize a gradient color scheme - Be suitable for use on both my website and social media accounts Ideal candidates should have: - Proven experience in minimalist logo design - A keen understanding of current design trends - The ability to create a logo that is both unique and versatile Please include a link to your portfolio in your bid.

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    ...Candidate: - Extensive experience with IoT and its applications - Proficient in Python development and cloud data management - Comprehensive understanding of supply chains, specifically in lithium-ion battery manufacturing - Familiarity with PLC & SCADA, Edge Computing, wireless sensors and gateways - Strong research writing skills to aid in the comprehensive explanation of findings - Knowledge of MATLAB and Statistical Analysis tools would be an advantage. Your contribution could profoundly impact the efficiency and resilience of lithium-ion battery supply chains. Your work will not only provide immediate value to this research project, but could also shape the future, environmentally-friendly energy solutions. The candidate must have a research mind and familiar with AI-...

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    I am in immediate need of a Senior Machine Learning Engineer who has an advanced level of experience in the field. Your expertise in machine learning should be well-proven and you should be able to demonstrate this with your resume. Key Skills & Expertise: - Advanced level of experience in machine learning - Direct experience with Decision Trees, Logistic Regression, and Neural Networks - Previous engagement with Fraud Analytics projects is a must - Exceptional analytical and problem-solving skills Your primary responsibility will be to apply your machine learning skills to a fraud analytics project, so previous experience with similar projects is highly beneficial. If you have the right experience and can provide a resume demonstrating your qualifications, I would be keen ...

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    A basic matlab project 4 dní left
    OVĚŘENÉ

    I need a scheduleing algorithm to be implemented in matlab using OOP. Most of the classes are given.

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    I'm seeking a skilled designer with a knack for creating modern, minimalist logos. For this project: - I currently do not have a logo, so your expertise will be the foundation of my business's brand. - I'm looking for a sleek, clean design in beige and black, featuring linear, geometrical elements. - I aim for the colors to both embody a level of sophistication and be representative of the company ethos. Ideal skills and experiences should include: - Extensive expertise in logo and graphic design. - Proficient with modern design trends, especially minimalist design. - Strong understanding of color theory and application. - Previous experience in creating brand identities is a plus. Your creativity and innovative ideas are welcome. Together, let's breathe li...

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    I'm in need of a basic conceptual model for an Engineering project using Matlab Simulink. Key Points: - The task involves creating a basic conceptual model. - The domain of the project is in Engineering. You might be working with structures, mechanical systems, electronics or similar. - The model doesn't need to be overly detailed or complex, it just needs to demonstrate the concept. Ideal Skills: - Strong understanding of Engineering concepts. - Proficiency in Matlab Simulink. - Ability to translate complex ideas into simple, clear models.

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    I'm seeking a skilled screenwriter to develop a dark and gritty, rated R Batman Origins TV show screenplay that is 2 seasons Key Elements: - Character Development: Focus on Bruce Wayne's parents, Thomas' death, and Martha's descent into madness. - Horror and Supernatural Aspects: Integrate eerie, spine-chilling scenes and potentially supernatural elements. - Complex Villains: Develop Martha's transformation into a female Joker, ensuring a multifaceted and gripping portrayal. Each episode should be approximately 30 minutes, with a balance between plot progression and character exploration. The script should be engaging, keeping viewers on the edge of their seats. Ideal skills and experience: - Proficiency in scriptwriting, preferably for horror or psycholo...

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    I'm seeking support in creating a MATLAB simulation closely tied to physics concepts, with a specific focus on Classical Mechanics. The candidate should ideally have: - Proficiency in MATLAB coding - A strong understanding of physics, particularly, Classical Mechanics - Experience with simulations modeling physical dynamics Your main role will involve translating these complex physics principles into an engaging and accurate MATLAB simulation. A firm grasp of mathematical equations and underlying theory is a necessity for this project. Please share relevant experience when applying.

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    ...and test scripts to verify software application functionality, performance, reliability, and security. 4. Should have knowledge of Page Object Model Implementation. 5. Identify, isolate, and report defects, and work closely with the development team to ensure timely resolution. 6. Maintain and enhance the automation framework, test infrastructure, and test data management systems. 7. Perform regression testing to ensure new changes do not affect existing functionality. 8. Analyze test results, track defects, and provide timely and accurate status reports to stakeholders. 9. Continuously research and stay up-to-date with emerging trends and best practices in automation testing. 10. Collaborate with the QA team to identify areas of improvement in the testing process and contribute ...

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    I'm seeking an academic researcher who can delve into the intricate world of MICROGRID WITH PV , MPPT CONTROLLER , EMS (energy managemt system) solar energy. The ultimate goal of this research is to produce an article or paper that meets Scopus standards with simulation by Matlab. Condition The researcher should have published papers closed to MICROGRID and EMS. Please share your Google scholar profile.

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    Trophy icon Futuristic Sci-Fi Pseudonym Naming 3 dní left

    ...of a unique pseudonym that will resonate with my target audience. I have a particular interest in themes revolving around space exploration and dystopian societies. The pseudonym should be futuristic or invented, rather than being tied to any specific cultural or linguistic influence. I'm nearly 50 years old. A dad. With a dad body. Married. Two kids. Mostly German (white) and Native American descent (Nanticoke). That is to say, the name kind of has to be something I can wear without too much effort. "Jamal Rodriquez" would not work, for instance...though I love both names. 5 foot, 6 inches tall. Ideal Skills and Experience: - Creative Writer: A talent for crafting imaginative and futuristic names - Understanding of Science Fiction: Familiarity with the genre�...

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    For my project, I'm seeking an adept professional to create and use a microgrid environment in Matlab as a means of reducing energy costs. Expertise in the use of the Deep Q-Network reinforcement learning algorithm is fundamental. Main responsibilities will be: - Creating a microgrid in Matlab. - Implementing a Deep Q-Network reinforcement learning model. What you must consider: - I will provide the data for the load power (P_load) and photovoltaic power (P_pv). - The cost of the generated power (P_gen) and grid power (P_grid) must be taken into account. Ideally, contenders are expected to have a solid background in Matlab, machine learning (ML), and specifically, a deep understanding of reinforcement learning. Furthermore, due to the technicalities invol...

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    I am seeking a professional electrical engineer who is well-versed in MMC programming, especially for the DSP 28377D. Using Matlab and CCS Key Responsibilities: - Debugging and improving the existing code - Ensuring all tasks are executed correctly post code optimization Ideal Candidate: The proficient candidate for the role is someone with proven expertise in MMC programming and a deep understanding of the DSP 28377D. An engineer who can effectively debug and refine the current code to ensure all tasks are successfully carried out is highly sought after. The primary objective here is ensuring error-free code execution. In addition, problem-solving skills, attention to detail, and dedication to task completion are crucial.

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    A detailed technical explanation will be given about a block whole designed using Matlab simulink.

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    Necesito un ingeniero que sepa programar un robot ABB en RobotStudio y aplicar algunas librerías de Matlab de Peter Cooks para desarrollar las trayectorias de un nombre como "DAVID". Tengo el código empezado y los archivos CAD para compartir en RobotStudio. En el fichero están las instrucciones que hay que seguir en el trabajo.

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    ...should add some of our customer logo's and at the bottom a small case studie and review from a user. 12. The last page should give a thank you page and again the quote; build a next level company. You have full freedom on how to design it, it just should be in the trend of our company focusing only on my signature and the colors connected to it (red; #EF5E5E grey; #495057). Also i added a nice gradient image, that might be used as coloring as well. Most important is that it is a nice looking document - professional and showing that we are worth it. All needed documents can be found in attachment. The ideal freelancer for this project should have experience in graphic design, document creation and Figma. A background in proposal design for technology companies would be a ...

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    For my ongo...Printed Circuit Board (PCB) design for an iMX8 Micro Processing Unit (MPU). Below are the main requirements: - Power Management: This is crucial for the project. The PCB design should incorporate an integrated voltage regulator. Specifically, I prefer to use a linear voltage regulator which can provide continuous, stable supply and suit the power requirements of my MPU. Skills and Experience: - Knowledge in PCB design with a focus on power management. - Familiarity with iMX8 MPU would be beneficial. - Proficiency in using linear voltage regulators and designing for signal integrity purposes. - Previous experience in designing intricate PCBs will be a plus. Your expertise can make a substantial difference in the success of this project. Looking forward to ...

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    I need a comprehensive predictive modeling using regression models specifically tailored for industry-specific data. Key Requirements: -Expertise in industry-specific data handling and analysis -Precision in building and executing regression models -Sound understanding of predictive modeling techniques The ideal freelancer should have a solid portfolio in statistical modeling, particularly in regression and predictive analyses involving industry-specific data sets. Specifically they should should have an in depth knowledge of Generalised Linear Models used in evaluating risk in the Motor Insurance Industry

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    ...Interface: The tool should feature a clean, intuitive user interface that allows users to input or upload data about house layouts and temperature readings. Users should be able to view different floors and sections of the house, and interactively explore various parts of the model. Color Coding: Implement a color gradient system to represent temperature ranges effectively. For instance, blue could indicate cooler temperatures, while red could signify warmer areas. The gradient should be adjustable to accommodate different temperature scales and user preferences. 3D Wireframe Model: Utilize a 3D wireframe model for the house that users can rotate, zoom in and out, and navigate to understand spatial temperature distributions better. Ensure the wireframe is detailed en...

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    HR Survey Data Analysis 2 dní left
    OVĚŘENÉ

    I'm in need of a freelancer who can take a look at our HR survey data. The objective is to analyze the data by performing the following tests: Kolmogorov-smirnov test (for one sample and for two unrelated samples) Kruskal Wallis - H Test ANOVA T Test for two unrelated means General Liner Model Ordinal Logistics Regression Spearman Correlation Pearson Correlation

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    I'm in need of a professional data analyst who can help me with a linear regression analysis of customer data. Key Requirements: - **Data Analysis**: You should have a strong background in data analysis, and experience with customer data is a plus. - **Linear Regression**: Proficiency with linear regression is essential for this task. - **Finance Proficiency**: Experience in financial analysis would be beneficial as the analysis relates to loan default prediction. - **Problem Solving**: Ability to understand and adapt to the specific business case provided. The goal of this analysis is to understand the relationship between customer characteristics and the likelihood of defaulting on a loan. This information will be crucial for our risk a...

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    ...equipped with an understanding of ONT and OLT, can deliver detailed, meticulous results on manual testing for several protocols on Nokia products. The project requires: - Strong knowledge of several protocols, notably RIP and OSPF, which are the principal focus of this project. Familiarity with DHCPV4, ARP, VLAN, and SNMP is also important. - High proficiency in smoke testing, regression testing, and non-regression testing. - Experience in manual testing between ONT and OLT from varying vendors, especially Nokia. - Do note that this project is for personal use. Therefore, reliable and precise work is paramount. Your commitment to the project and expertise in testing will be invaluable to achieving the desired results. Your input and professionalism will not just deliv...

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    I need a skilled engineer to determine the maximum allowable working pressure (MAWOP) for my project's annulus casing. The ultimate goal is to ensure safety, prevent potential blowouts, and confidently understand the pressure parameters we can operate within. Your task: - S...within. Your task: - Strictly follow API standards - Ideally, you should be familiar with various methods of calculating MAWOP, however, as we haven't specified a method, your expertise in choosing the ideal method is highly anticipated. Skills and Experience: - Strong understanding about MAWOP - Well-versed with API standards - High level of expertise in Hydrostatic pressure method, Gas gradient method, and Combined method is a plus - Proven experience in engineering projects involving pr...

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    I'm in need of an R Programmer skilled in time series analysis, correlation and regression. Your task is to analyze a dataset and find correlations between various weather variables. The aim is to forecast future trends, identify patterns and relationships, and make predictions that are precise. Your responsibilities will include: - Analysing and making predictions about specific variables such as temperature, precipitation, and wind speed. - Applying time series analysis to establish forecasts for weather patterns. - Understanding and interpreting relationships between different weather variables using correlation and regression techniques. The ideal candidate should have significant experience with the R programming language and a strong understanding of statistic...

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    I'm looking for a MATLAB programmer with expertise in developing advanced algorithms. The ideal candidate should be able to develop a program based on the water cycle algorithm for optimizing a given function.

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    I'm currently experiencing functionality issues with my Optisystem and need an expert to help me resolve it. Key Responsibilities: - i need to do ofdm code in matlab (tx and rx) And connect it with optisystem to make co-ofdm - and i need to get BER vs OSNR carve when change distance of optical fiber.

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    ...visualizations. Responsibilities: Build an interactive dashboard using Tableau. Construct a narrative around the provided case study. Perform various data analysis tasks such as regression, clustering, forecasting, etc. Uncover patterns and changes over time within the data. Develop clear and visually appealing tables, graphs, and dashboards to communicate results and insights. Ensure the reproducibility of the analyzed data. Requirements: Proficiency in Tableau with demonstrable experience in creating interactive dashboards and visualizations. Strong analytical skills with experience in data analysis techniques such as regression, clustering, and forecasting. Ability to construct a compelling storytelling narrative based on data insights. Excellent communication skill...

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    I'm looking for an experienced mechanical engineer with expertise in thermal analysis to assist me with evaluating the thermal performance of a heat pump system. Key Tasks and Requirements: - Conduct a thorough evaluation of the current thermal performance of the system. - Use the data gathere...thermal performance of the system. - Use the data gathered to help optimise the design for better heat dissipation in future iterations. - Provide comprehensive insights and suggestions on potential thermal issues that may surface. The ideal freelancer for this project is: - A mechanical engineer with a focus on thermal analysis. - Experienced in working with thermal analysis. - Proficient in using Matlab. - Able to provide detailed and actionable insights based on the findings from ...

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    I am looking for a designer to create a modern typographic logo. We have a version already (attached). We would like similar colours, gradient from orange to purple (although we would like more orange included). It should be bright and vibrant. The logo uses the letters "HHRC" and there shouldn't be any other design elements. It's important that the letters are in a bold and thick design, using a "bubble" style font (but nothing cartoonish). Ideal Skills: - Logo design proficiency - Strong typographic technique - Mastery in projecting modern aesthetics - Advanced knowledge of color theory and application - Experience in creating designs that appeal to a broad audience Final Deliverable should include: - High-quality, print-ready files - Source files ...

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    ...Key Skills Required: - Proficient with automated testing tools such as Selenium WebDriver or Cucumber - Experience using Jira for bugs tracking - Experience designing, developing, executing and maintaining automated and manual test scripts - Experience performing manual testing of web applications on desktop and mobile - Functional analysis of new implementations - Experience performing regression test automation Desirable Skills: - Experience with Trello Other attributes - Able and willing to work independently and in a fast-paced environment with tight deadlines, with minimal supervision - Willingness to explore new tools and technology - Strong analytical and problem solving skills - Strong team player, easy-going character...

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    I'm in need of a skilled professional with extensive experience in MATLAB-Simulink to assist me in simulating DC arc faults in a photovoltaic (PV) system. Key Project Details: - The primary purpose of the PV system is power generation. - I need the simulation to provide details on basic electrical parameters and arc dynamics. - I need the simulation using different arc models (Cassie, Mayr, Habedank, Kema, Paukert, Modified Paukert, and Heuristic model). - The Pv system should be connected to the grid. - The Pv system should have a dc-dc converter and inverter. The ideal freelancer for this project should have: - Strong expertise in MATLAB - Simulink - Experience with simulating electrical systems - Familiarity with photovoltaic systems would be a plus - **Fault Durat...

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    ...Analysis In this Part you will extend the work that you did in Part 1 on lexical analysis. You will now add a syntax analyser (parser) to it. The syntax analyser will handle expressions described by the EBNF given as an example in the section 4.4.1 of the textbook. The parser will be based on recursive-descent parsing algorithm and the outline C code for the parser is already given in the textbook. You will improve it by adding error handling capability. First get the code for the recursive-descent parser described in the textbook working. Try it out on simple examples, e.g. (sum + 47) / total. This example should produce the trace given in section 4.4.1 (page 184-185 of 10th edition). To handle the error-handling you will have to implement the error() function. This f...

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    I'm seeking a skilled statistician to delve into survey data using inferential statistical methodologies. More explicit details will be shared during our further discussions. The responsibility involves: - Execution of comprehensive regression analysis - Decoding complex survey data - Providing detailed and insightful findings The ideal candidate would have experience in advanced data analysis, with a strong grasp of inferential statistics and regression analysis techniques. Experience with SPSS is necessary to ensure a successful execution. Your analytical skills and precision would be invaluable in this project.

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    ...expert adult readers. For a literacy project, we want to develop 2-3 fonts that speed up reading for beginners. We are looking for a skilled font designer who can use font development software to develop some fonts that are: 1- simple in form, without serifs, and have normal, thick, and bold forms (Italic is not needed). 2- well-spaced and has good proportions between tall and short letters in linear Arabic. 3- consider the spacing between the letters and the different vowels (harakat) that come above or under the letters of the same word. The font we want will be used extensively with harakat. So the designer must ensure that the harakat are well placed in case of the connected and disconnected letters. 4- One of the created fonts should also consider the bottom dots letters w...

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    I need a proficient R programmer who specializes in creating efficient and accurate regression analyses. My project requires a specific focus on financial data. Key tasks involve: - Implementing statistical modeling using R Programming - Performing regression analysis on financial data Ideal freelancer should have: - Robust experience in R programming - Specific expertise in statistical modeling and regression analysis - Experience working with financial data - Strong analytical skills and attention to detail.

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    ...will be instrumental for the role. The project's expectations include: * Applying statistical techniques like Descriptive statistics and Regression analysis to our data sets for in-depth understanding. * Identifying patterns and trends that give insights into our operations. * Evaluating the effectiveness of our current programs and implementations. The data for these tasks will mainly be sourced from our extensive surveys and databases. A keen eye for detail and a strong understanding of data manipulation and interpretation are necessary. Ideal Skills: * Proficiency in R for Data Analysis * Strong understanding of Descriptive statistics and Regression analysis * Experience with large data sets * Able to execute data extraction from surveys and databases. This i...

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    ...data cleanup and analysis. Key tasks include: - Cleaning and preprocessing a dataset of over 10,000 records - Comprehensive descriptive statistics overview for initial insight - Detailed hypothesis testing to validate or negate proposed theories - Regression analysis for predictive modeling Skills and Experience: - Expertise in R and Stata programming languages - Strong background in biostatistics - Proven track record of handling large data sets - Attention to detail for accurate data cleaning - Experience in hypothesis testing and regression analysis. -Report writing and data interpretation The quality of analysis is essential, attention to detail and accuracy will be keenly observed. If you have previous related work, feel free to showcase. I look forward to your ...

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    ...We are looking for an experienced QA expert to conduct comprehensive testing for our Web, Android and iPhone mobile applications. The ideal candidate should have a strong background in mobile app testing, with specific expertise in both Android and iOS platforms. Our goal is to ensure the highest level of quality and user experience for our apps. Responsibilities: Perform functional testing, regression testing, and compatibility testing for Web, Android and iPhone apps. Create detailed test plans, test cases, and test scripts to cover all aspects of app functionality. Identify and report bugs, issues, and inconsistencies using bug tracking tools (e.g., Jira). Collaborate with developers to troubleshoot and resolve issues in a timely manner. Conduct usability testing and provide...

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