Linear regression jobs

I need help with two tasks for my homework. 1. IDW Interpolation: - Annual rainfall data for a sample region that needs to be processed using ArcGIS. This region selecti...needs to be processed using ArcGIS. This region selection is up to the individual. - The IDW interpolation method needs to be performed on this data and documented thoroughly from the point we get the data to the end. 2. Linear Integration: - The same annual rainfall data needs to be processed using Matlab for linear integration. - This task also requires detailed documentation. Finally, I would like both tasks to be converted to PDF for submission by Sunday. Ideal candidates will have: - Proficiency in ArcGIS and Matlab - Previous experience with IDW interpolation and linear integration - Excell...

I am seeking a skilled interior designer to collaborate on a new single-family home project in Vancouver, Canada. The role involves reviewing the architectural plans and recommending optimal placements for pot lights, stair lights, ceiling lights, switches, receptacles, linear recessed ceiling lights for the electrician, and faucets and fixtures for the plumber. The house is already framed with a wooden structure, the roof is complete, and radiant heating has been installed. Given Vancouver's heavy rainfall and temperature fluctuations, the design must balance aesthetics and functionality, ensuring durability and performance. You will be provided with the architectural plans to mark all proposed placements.

I will perform regression Analyses on a dataset with 300,000 rows and three variables to find the best function that predicts a fourth value.

... • Correct rel=“next” and rel=“prev” attributes in pagination for both default and translated pages to ensure a proper sequence. • Ensure pagination compatibility across all languages. Examples of affected pages: • /blog/page/2/ • /fr/blog/page/2/ 8. Testing and Quality Assurance: • Conduct cross-browser and device testing to ensure fixes are applied and functioning properly. • Perform regression testing to confirm no new issues arise. Requirements: • Advanced PHP development skills, specifically for WordPress. • Proven experience with custom WordPress theme and plugin development. • Familiarity with WPML and multilingual website setup. • Expertise in HTML, CSS, and JavaScript optimization. &bul...

...Basic Rule-Based System: Implements a set of predefined rules based on common fraud patterns. For instance:  High transaction amount compared to average.  Shipping address in a high-risk country.  Multiple transactions in a short period from the same user. o Simple Machine Learning (Optional): For users who want a bit more sophistication, could include a basic trained ML model (e.g., Logistic Regression) with pre-selected features. This model can be updated periodically by the app's maintainers. 3. Risk Alerting: o Risk Score Display: Displays a numerical risk score for each transaction. o Alert Levels: Based on the risk score, a simple system will categorize transactions as low, medium, or high risk (with different colors or icons). o Customizable Thresholds: Allow users...

Baseline Experiments: Train baseline models (e.g., Logistic Regression, Decision Trees) and evaluate performance. Model Training and Optimization: Experiment with various ML models (Random Forest, XGBoost, SVM, ANN) and perform hyperparameter tuning. Feature Analysis: Identify key features using advanced techniques (e.g., SHAP, RFE). Class Imbalance Handling: Experiment with SMOTE or class-weighted models. Performance Evaluation: Optimize models using metrics like precision, recall, F1-score, and AUC-ROC. Validation: Use cross-validation and threshold adjustment for robustness. Documentation: Log all experiments, ensure reproducibility, and provide visualizations (e.g., confusion matrices, ROC curves, feature importance plots). Requirements: Expertise in machine learning algorithms...

...analyze CT and MRI scans with high accuracy. PanSegNet will combine the strengths of nnUNet and Transformer networks, incorporating a novel linear attention module for efficient volumetric computation. The system will support both cross-modality (CT, T1-weighted MRI, and T2-weighted MRI) and cross-center accuracy, providing a critical tool for the diagnosis and follow-up of pancreatic diseases. The final product should be user-friendly, well-documented, and ready for deployment in clinical workflows. --- Key Features and Requirements: 1. Model Development: Implement PanSegNet combining nnUNet and Transformer architecture. Integrate a novel linear attention module for volumetric segmentation. 2. Dataset Management: Handle a dataset of 767 MRI scans (T1 and T2) fr...

I'm looking for a professional who can help me calculate trend lines using statistics and math. The input data will be numerical, provided in an Excel spreadsheet, and I'll need a linear trend line calculated. Ideal Skills: - Proficiency in statistics and mathematics - Expertise in Excel and data analysis - Experience in calculating trend lines Please only bid if you can provide high-quality work in a timely manner.

... de Almeida, A. and Nunes, L., 2019. Hotel booking demand datasets. Data in brief, 22, pp.41-49. Assignment Questions 1. Build a basic logistic regression model using only the "Agent" feature (booking with or without agent) as a predictor for cancellation status (cancelled or not). Extract the resulting logistic regression equation from the fitted model. Use the fitted model to calculate the probability of cancellation for two scenarios: a. Booking made through an agent. b. Booking made without an agent. 2. Build a logistic regression model using the predictor “Lead Time” to predict the cancellation status. Provide the fitted logistic regression equation. Interpret the results. 3. Discuss in detail the model building strategy for predic...

We are looking for an experienced Python developer to help us implement a predictive analysis process using historical sales data. The goal is to forecast future sales for the next 8 weeks based on sales data from the past few weeks. The predictions should use linear regression or any other suitable technique that fits the data. The project will involve the following key components: The project must be completed by January 2, 2025. Please ensure that you can commit to this deadline before applying. Key Responsibilities: Data Analysis and Model Development: You will use Python to create a predictive model that forecasts sales (measured in kilograms) for the next 8 weeks. The model will use sales data from the previous 4 weeks to predict future sales. Week 1 predict...

I'm looking for a skilled software tester who can help me with a thorough assessment of my web application. Key Responsibilities: - Conduct comprehensive software testing on a web application - Identify, document and track bugs and issues - Verify fixes and perform regression testing - Provide detailed reports and recommendations Experience & Skills Required: - Proven experience in software testing, particularly for web applications - Strong analytical and problem-solving skills - Excellent attention to detail - Familiarity with bug tracking software and testing methodologies - Good communication skills for reporting Your payment will be contingent upon my satisfaction with your work.

I'm looking for a skilled freelancer to help me with an Arduino WiFi project aimed at home automation. The main focus of this project is to control my window vent cover using an Arduino WiFi module and a linear actuator. Key Requirements: - Use of Arduino WiFi module to facilitate control over vent cover. - Ensuring the control mechanism allows for vent to be opened and closed. Ideal Skills and Experience: - Proficiency in Arduino R4 UNO wifi installation, programming and electronics. - Prior experience with home automation linear actuator projects will be a significant advantage. - Ability to deliver a reliable and user-friendly control system. - Ability to teach what was required both programmatically and electronically to achieve a functional system

Educational LP-Linear Programming Presentation.

I'm looking for a professional to create an educational presentation on LP-Linear Programming based on a provided article. The target audience for this presentation will be my colleagues, so it should be appropriately tailored for an academic setting. In addition, there are a few questions to solve. Key responsibilities: - Synthesize content from the provided article into an engaging presentation - Ensure the presentation is suitable for an educational context, specifically for colleagues - The format of the presentation could be PowerPoint or another common tool, though it should be easily accessible and shareable The Goal: -40-50 mins presentation. -4 exercises to solve. The Exercises: - page 240: 7.6, 7.7, 7.9. - page 241: 7.14.

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I am looking for a skilled professional who can automate regression testing for my web application. The application is built on Java and the testing needs to be done exclusively on Chrome. Key Requirements: - Extensive knowledge and experience in Java - Proficiency in creating automated tests for regression - Strong understanding of testing principles and methodologies - Experience with Chrome browser testing - Familiarity with various testing tools and frameworks Your role will be to set up and implement a comprehensive regression testing automation plan, ensuring the reliability and performance of the application with each update.

...Deletion: Provide the ability to terminate ECS resources. Integration Workflow: Users interact with the system to define or update ECS resources. The application validates and processes the requests via AWS SDK. MongoDB stores metadata for quick retrieval. 4. Bug Fixes in Existing Functionality Identify and resolve functionality bugs in the existing system to ensure smooth operations. Conduct regression testing to verify the fixes do not introduce new issues. Optimize backend processes for performance improvements. Technologies Used Frontend: Framework: React.js / Angular.js / Vue.js (depending on existing tech stack). Tools: Razorpay Checkout SDK. Backend: Language: Node.js. Framework: (or other depending on the stack). AWS SDK for ECS integration. Database: MongoDB for sto...

...specifications ●Perform black box and white box testing on data systems hosted on premise or in the cloud ●Focus on unit, functional, integration, performance, regression, and user acceptance testing ●Test Cases Automation and Logging using Devops/Agile concepts and methodologies ●Code fixes and development of solutions; cross training as a developer within the project stack ●Teamwork in a cross-functional, high-performance international team ●Estimate, prioritize, plan and coordinate testing activities ●Design, develop and execute automation scripts using open source tools ●Identify, record, document thoroughly and track bugs ●Perform thorough regression testing when bugs are resolved ●Stay up-to-date with new testing tools and test strategies ●Familiarity with tools and ...

Hi, I’m after someone to combine our two logos. I’d like them simple in black/white, linear style.

I'm looking for a professional who can help me integrate an HTTP request from a webpage slider to an ESP32. The objective is to control a motor's speed based on the slider's position. Key Requirements: - The slider should allow for a linear increase or decrease in motor speed. - The ESP32 should accurately interpret the slider's position and adjust the motor speed accordingly. - The webpage should display the current speed of the motor after each adjustment. Ideal Skills: - Experience with ESP32 and motor control. - Proficient in web development and HTTP requests. - Ability to create real-time feedback on a webpage. Please review the attached zip files before bidding.

I'm seeking an expert in Rstudio with strong financial and machine learning background to assist me in a project revolving around portfolio optimization and parity, specifically utilizing Ray Dalio's All-Weather strategy. Key Requirements: - Construct ...Implement and analyze the use of Machine learning. - Conduct thorough portfolio construction and analysis in Rstudio. - Incorporate additional financial adjustments and machine learning tweaks. - Analyze and study results for potential improvements. Ideal Skills: - Proficiency in Rstudio. - Extensive knowledge of the All-Weather strategy. - Strong background in machine learning, particularly regression models and neural networks. - Experience in finance and portfolio management. - Ability to analyze data and identify pot...

...Analysis of sentiments based on room type and type of guest (business vs. leisure). Word clouds and phrase frequency charts to highlight common themes and keywords in reviews. Data Analysis Implementation: Conduct thorough data analysis to correlate review scores with sentiment and other metrics (e.g., guest country, room type, date of stay). Implement statistical analysis techniques (such as regression analysis, hypothesis testing) to derive actionable insights from the data. Analyze score changes over time in relation to sentiments expressed in reviews and other factors. PDF Export Functionality: Develop a feature that allows the user to export all visualizations and data analyses into an editable PDF format. Ensure that the exported PDF report can be easily edited, allowing ...

I'm looking for a French fluent professional to help with the derushing of two e-learning videos. One is 11 minutes and the other is 16 minutes long. The task will involve removing incorrect or unusab...the footage based on clear cues. The speaker waves a red object whenever a segment needs to be cut. Specifics: - Remove all segments where the speaker explicitly says to cut. - Remove segments that contain too much hesitation in the speech. - Only remove segments with hesitation if they are very noticeable. There will be no editing or additional post-production required—simply keep the video linear and compile the remaining usable footage into a cohesive file. Ideal skills and experience for the job include fluency in French, experience with video derushing and a keen a...

...each manufacturer. • It should account for the natural depreciation trend of cars as they age. • The algorithm should be trained using existing valuation data (which I will provide). Technical Requirements: 1. Data Preprocessing: • Clean and prepare the provided data. • Engineer features such as car age, mileage, and OTR ratios. 2. Model Development: • Use a Supervised Regression Model (e.g., Linear Regression, Random Forest, or Gradient Boosting). • Consider a more advanced approach (e.g., Neural Networks) if needed. • Provide an explanation of the model’s accuracy using metrics like MAE (Mean Absolute Error), MSE, and R² score. 3. Deployment: • Package the trained model into a Python script/API using f...

I would like data from these two websites: ...com/ I'll start by scraping data from those two websites (Haslametrics and Bart Torvik's TRank) using some web scraping magic. I'll grab the stats and ratings for college basketball teams. Next, I'll clean up the data, making sure it's all tidy and ready for analysis. Then, I'll build a predictive model using R, using techniques like classification and regression to forecast game outcomes. I'll train the model on historical data, and then test it on new data to see how well it performs. Finally, I'll refine the model, tweaking it to get the best possible results. And that's it! With a solid model, you'll be able to make predictions about college basketball games.

I'm working on a homework assignment involving 4 problems that need to be solved using Excel Solver and regression analysis. All solutions must be shown in an Excel file, complete with the solver box in its entirety. The data sets I'll be working with pertain to sales. The primary goal of the assignment is to utilize Excel Solver to maximize profit. Ideal Skills: - Proficient in Excel, specifically with Excel Solver and regression analysis. - Strong understanding of sales data. - Capable of creating comprehensive Excel files. Experience: - Prior experience with similar assignments or projects preferred.

I ...pinpointed a specific area, but I am open to suggestions. The project could potentially focus on operations research, decision analysis, or project management. The primary goal of this project is also yet to be determined, but it could involve optimizing processes, improving decision-making, or enhancing project management strategies. As for the tools and methodologies, I am flexible. We could use linear programming, simulation models, or statistical analysis, depending on what is most suitable for the project. Ideal candidates will have: - A strong background in management science - Experience in the aforementioned areas - Proficiency in the suggested tools and methodologies - Excellent decision-making and problem-solving skills - Ability to optimize processes and improve ...

...dataset, Build a basic logistic regression model using only the "Agent" feature (booking with or without agent) as a predictor for cancellation status (cancelled or not). Extract the resulting logistic regression equation from the fitted model. Use the fitted model to calculate the probability of cancellation for two scenarios: Build a logistic regression model using the predictor “Lead Time” to predict the cancellation status. Provide the fitted logistic regression equation. Interpret the results. Discuss in detail the model building strategy for predicting the cancellation status for each hotel booking. Divide the data set into two parts --- a training set consisting of 80% observations and a test set consisting of remaining 20% observ...

Can you please do a measurement and takeoff of the following for each drawing: As per attached markup • All items in pink in linear meters installed • All items in greenin linear metres yet to be installed Can I please get this back ASAP.

...and Origin for a critical review of my experiment data. This project involves cleaning and analyzing both numerical and categorical data from antibacterial, antioxidant, and anti-inflammatory assays on ZnO nanoparticles and nanocomposites. Key Tasks: - Data Cleaning: Ensure all data is accurate and usable. - Data Analysis: Use SPSS to conduct descriptive statistics, inferential statistics, and regression analysis. - Graph Construction: Create line graphs and scatter plots using Origin. The ideal candidate would have a strong background in data analysis and visualization, with experience in SPSS and Origin. Familiarity with nanotechnology and chemistry would be a significant advantage, as it would aid in understanding the context and importance of the data. The analysis and grap...

Milestone 1 - ARHOMME model with logical sample selection variables Milestone 2 - Bootstrapped Decomposition model (with p-value and standard error or CI) Milestone 3 - Methodology and results interpretation writeup

I'm seeking a professional with strong skills in linear programming. The details of the project are yet to be determined, so flexibility and creativity will be key. Ideal Skills: - Proficiency in linear programming techniques - Strong analytical skills - Ability to work with undefined project parameters - Excellent problem-solving skills - Creativity in finding optimal solutions

I'm seeking a professional with strong skills in linear programming. The details of the project are yet to be determined, so flexibility and creativity will be key. Ideal Skills: - Proficiency in linear programming techniques - Strong analytical skills - Ability to work with undefined project parameters - Excellent problem-solving skills - Creativity in finding optimal solutions

...the application of linear programming in production scheduling. Key Aspects: - The paper should rigorously apply linear programming techniques to analyze production scheduling problems. - A Word document and a spreadsheet model must be submitted alongside the paper. - The freelancer should emphasise independent analysis and problem-solving skills in both the writing and model application. - The quality of writing should be at a level appropriate for an MBA term paper. - The use of additional methods from management science/operations research is encouraged, but not mandatory. - Incorporate relevant case studies that demonstrate the successful application of linear programming in production scheduling. - Conduct a detailed literature review on recent advancements in...

I am looking for a skilled Machine Learning expert to create a prediction model based on a small and specific dataset. The dataset consists of 421 records. The input file will have 2 columns wavelength (ranging fr...Learning expert to create a prediction model based on a small and specific dataset. The dataset consists of 421 records. The input file will have 2 columns wavelength (ranging from 12489 to 3594) and absorption. The output result will predict 16 values. Sample Input and Result Files Attached. Ideal Skills and Experience: - Proficiency in data analysis and predictive modeling - Experience with regression analysis - Familiarity with CSV data format - Ability to highlight and focus on specific data features - Excellent communication skills to explain complex concepts in si...

I'm seeking a Python expert to develop a code incorporating various numerical methods. The methods include: - Newton Method - Taylor Methods (approximation and remainder) - Finite Difference Methods - Systems of Nonlinear and Linear Equations For the Taylor Methods, I need equal focus on both the approximation and the remainder. The code should also solve linear equations using both Gauss's method and Jacobi's method. The ideal freelancer for this project should have a strong background in numerical methods and Python programming, and be able to write clear, efficient code.

...it. This is for an assignment I'm seeking an expert to help fix and optimize the code for my mdadm linear project device. This project is related to networking and is experiencing several functionality issues. This would take less than 2 hours. Key Tasks: - Fix current code - Optimize for better performance - Change necessary components The primary goal of this project is to address the functionality problems I'm encountering, which are preventing the device from operating as intended. These issues include: - Device not being recognized - Incorrect storage management - Network connectivity issues The ideal freelancer for this job should have: - Extensive experience with mdadm and linear devices - Strong coding skills for debugging and optimization - Networkin...

I'm seeking a talented artist or designer capable of transforming an adult photo into a realistic portrait of the subject as a toddler (1-3 years old). Key Requirements: - Utilize...transforming an adult photo into a realistic portrait of the subject as a toddler (1-3 years old). Key Requirements: - Utilize a realistic painting style. - Create the final piece in a digital photo format. - Pay meticulous attention to facial features, hair color, and expressions for authenticity. Ideal Skills: - Expertise in portrait artistry and photo manipulation. - Proven experience in age regression projects. - Strong ability to replicate facial similarities in a realistic painting style. Please submit a sample or preliminary version of your work for consideration. I'm eager to see ...

I'm working on a machine learning project that involves classification, regression, and clustering. I need help with writing an informative essay about it, focusing specifically on a historical event. The ideal candidate for this project should have: - Strong understanding of machine learning concepts and techniques. - Excellent writing skills, especially in crafting informative essays. - Ability to relate machine learning concepts to historical events. - Background in Computer Science or related field. - Experience in performing and integrating historical research into technical writing. I look forward to collaborating with a freelancer who can help me convey the intricacies of this project in an engaging and informative manner.

...survival wave defending theme and setting. The game should feature various cooperative multiplayer modes to enhance team-based gameplay. The expected timeline for this project is between 6 to 12 months. The game should include a robust session matchmaking system. cooperative gameplay. The game should have co-operative missions to enhance team-based gameplay experiences. The game should have a linear level design approach. The game will be set in a post-apocalyptic environment, featuring ruined cities and a desolate landscape. Include a survival mode where players work together to fend off waves of enemies. The game should include a random matchmaking system to pair players for multiplayer gameplay. The game should include thriller/horror-style audio and music to match the zombie...

I'm looking for a skilled freelancer who can model and design a linear actuator on CAD Fusion 360. The primary aim of this project is to demonstrate advanced CAD skills. The model will be an assignment, so creativity and precision are key. Key Requirements: - Detailed CAD representation of the actuator's components. - High level of mechanical design accuracy. - Ability to showcase innovative CAD techniques. The ideal freelancer should have a strong background in mechanical engineering and extensive experience in CAD Fusion 360. Please include examples of your previous CAD design work in your bid.

I'm seeking a skilled C# developer with extensive knowledge in Unity. The task involves modifying an existing 3D Moto configurator project. The modifications will primarily entail changing the workflow sequence to accommodate the inclusion of new variables. - Workflow Adjustment: The current setup involves a linear loading of Prefabs downloaded from Unity Cloud. A key part of this project will be altering this sequence to integrate new parameters. - Variable Addition: You'll be adding new appearance options as well as interaction features. This will require a keen understanding of how these variables interact within the 3D space. - User Control Modifications: A significant portion of the new interaction features will involve adjustments to user control. You'll need t...

I'm in need of an experienced Matlab programmer who can help develop an optimization algorithm for my project. Electrical Engineering knowledge MUST. Key Resp... Electrical Engineering knowledge MUST. Key Responsibilities: - Design and implement an optimization algorithm using Matlab. - Work primarily with optimization techniques. Ideal Skills: - Deep understanding and experience with Matlab. - Proficiency in algorithm development, particularly optimization algorithms. - Experience with various optimization techniques, especially genetic algorithms, linear programming, and gradient descent. This project will require strong analytical skills, problem-solving abilities, and a deep understanding of optimization techniques. Previous experience with Matlab and algorithm developm...

...and financial freedom. ### Judging Criteria: - Alignment with the brand vision. - Creativity and originality. - Usability and functionality of the website design. The website does not need to include a blog section. The website should be built using WordPress. Include a section with customer success stories to build trust and inspiration. The logo should include imagery such as linear, leveraged, and residual income symbols to represent the core values and concept. The website should include social media integration to increase engagement and reach. The website should incorporate videos and animations for dynamic engagement. The website copy should convey a professional and motivating tone. direct users to watch the VSL before booking an appointment. We have ad...

...trajectory prediction in AR using Xreal glasses. Project Focus: • Outdoor environments with dynamic lighting and uneven terrain. • Accurate depth sensing and motion tracking on small objects (golf balls) at varying distances. Required Skills & Experience: • Proficiency in Python and experience with Zed camera API and Nvidia Jetson. • Expertise in motion tracking algorithms, particularly on non-linear, uneven surfaces. • Familiarity with real-time data visualization techniques and AR integration. • Preferred: Experience with sports analytics, 3D point cloud processing, or golf-related technologies. Deliverables: 1. A functional algorithm that processes depth data from Zed camera and outputs real-time golf ball trajectory information. ...

I'm i...Responsibilities: - Conduct manual testing on web applications - Perform functional, usability and regression testing - Report bugs and issues in a detailed and organized manner - Perform cross-browser compatibility testing - Create detailed test plans and cases - Document testing processes and results thoroughly - Work closely with developers to reproduce and resolve issues - Coordinate and facilitate user acceptance testing sessions - Conduct performance and load testing - Set up and maintain test environments - Perform basic security and vulnerability assessments Ideal Skills & Experience: - Strong expertise in manual testing - Prior experience with web applications - Proficient in functional, usability, and regression testing methods Experience with JIR...

I'm in need of a 12V powered inclining mechanism for the automotive industry. This mechanism needs to be lightweight and capable of lifting up to 300lbs. Key Requirements: - The mechanism can utilize any type of motion, not just limited to linear or rotary. - The preferred material for this mechanism is aluminum, due to its lightweight properties. - The entire mechanism should be compact enough to fit in confined spaces typically found in automotive interiors. - The mechanism should not exceed 15lbs in total weight to ensure it does not overly burden the vehicle. Ideal Skills: - Experience in designing automotive machinery is a plus. - Proficiency in working with aluminum and understanding its properties. - Ability to design a mechanism that can handle a load up to 300lbs. ...

Your job will be to find and talk to college professors in reputed Indian colleges to hire them to teach me SVD (singular value decomposition) and related topics (linear algebra, generalized inverses, randomized SVD, optimized SVD, etc). He shud be able to read research papers (related to mathematics, AI and reinforcement learning) and learn topics from them to teach them to me 1-on-1. You will negotiate prices with them, and report them to me, and then I will pick 1 of them. YOUR PAY: 50 INR for every professor who responds back. + 200 INR for every negotiation. + 3000 INR after he teaches me SVD and related math Total: 5000 INR + 2 great 5-star reviews.

Your job will be to find and talk to college professors in reputed Indian colleges to hire them to teach me SVD (singular value decomposition) and related topics (linear algebra, generalized inverses, randomized SVD, optimized SVD, etc). He shud be able to read research papers (related to mathematics, AI and reinforcement learning) and learn topics from them to teach them to me 1-on-1. You will negotiate prices with them, and report them to me, and then I will pick 1 of them. YOUR PAY: 50 INR for every professor who responds back. + 200 INR for every negotiation. + 3000 INR after he teaches me SVD and related math Total: approx 5000 INR + 2 great 5-star reviews.