Classification vs regression vs clustering jobs

...Consultancy services for a few major international tech firms. Projects and work are continuously available so there is plenty of work weekly We will work through remote working software to connect to our local machines using this software, not the other way around so there is nothing to worry about your privacy. Testing will be done on Windows desktop and will mainly involve QA checks and regression Testing of certain software. All testing done are on confidential pre-release test builds so discretion of what you test IS IMPORTANT. Please acknowledge this in your proposal. An NDA will be signed in this regard. I require someone with excellent IT skills and a very good command and understanding of written English with the ability to fluently understand oral and written instruc...

...analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from email sources is highly desirable. - Understanding of Sentiment Analysis & Email...

I'm looking for a machine learning expert to create a sentiment classification model for customer reviews. The main objective of this project is to classify customer reviews into one of three categories: Positive, Negative, or Neutral. The sentiment classification model should be able to accurately and reliably analyze the sentiment of a given customer review. Key requirements include: - Data Source: The data to be analyzed will be sourced exclusively from customer reviews. - Sentiment Detail: The model should identify and categorize the sentiment of reviews into Positive, Negative, or Neutral. Ideally, you should have: - Proven experience in machine learning, particularly in sentiment analysis - A strong understanding of natural language processing and text analytic...

I'm looking for an experienced mobile automation tester who is proficient in Appium and T...testing to work for both Android and iOS. This includes setting up the necessary environment for this cross-platform testing. - Types of Tests: I'd like to automate Functional, Regression and Performance tests. The freelancer should have a strong understanding and experience in automating these specific types of tests. - Devices/Emulators: The tests should be performed on any available device. There is no specific device or emulator requirements. Ideal Skills: - Proficiency in Appium and TestNG framework - Experience in cross-platform mobile testing (Android and iOS) - Proven background in automating Functional, Regression and Performance tests - Ability to work with any a...

I'm looking for an experienced mobile automation tester who is proficient in Appium and T...testing to work for both Android and iOS. This includes setting up the necessary environment for this cross-platform testing. - Types of Tests: I'd like to automate Functional, Regression and Performance tests. The freelancer should have a strong understanding and experience in automating these specific types of tests. - Devices/Emulators: The tests should be performed on any available device. There is no specific device or emulator requirements. Ideal Skills: - Proficiency in Appium and TestNG framework - Experience in cross-platform mobile testing (Android and iOS) - Proven background in automating Functional, Regression and Performance tests - Ability to work with any a...

I am working on a classification problem with logistic regression and L1 and L2 regularization. I have a code that kind of works but it needs to be cleaned up and checked that it employs the right methods.. more details will be shared over a chat

...by date and start time. **Scope:** The schedule should cover the following: 1. England Men 2. England Women 3. England Disability 4. Vitality County Championship 5. Vitality Blast 6. Metro Bank One Day Cup 7. Charlotte Edwards Cup 8. Rachael Heyhoe Flint Trophy 10. The Hundred **Details to Include:** For each match, include the following columns: - Date - Match Number - Teams (Example: Team A vs Team B) - Match Format (Example: T20, ODI, Test, League 100) - International or Domestic - UK Start Time - New Zealand Start Time - Stadium Name - City - Distance from Sidcup, UK (as per the provided Google Maps link) **Instructions:** 1. **Data Entry:** - Gather fixtures from reliable sources such as: - [ECB Official Site]() - [Cricbuzz Schedule](

...need assistance to accomplish two specific tasks for my impending project that involves a deep-dive into financial econometrics using R: 1. Regression Analysis: Applying my real-world data, there's a need to execute an efficient regression analysis. The aim isn't to predict future values but to identify significant variables inherent in the dataset. 2. Model Evaluation: Post regression analysis, your expertise will be needed for a thorough model evaluation, ensuring the accuracy of the identified variables and assessing the overall performance of the model. Ideal applicants should possess robust experience in R, financial econometrics, regression analysis, and model evaluation. Familiarity with real-world finance data would be an added advantage...

I'm in need of skilled machine learning developers with experience in SpringBoot and Scala. Your primary responsibility will be: - Training and tuning a clustering model. We are planning to apply this model for customer segmentation purposes. As such, the ideal candidate should: - Have previous experience in creating clustering models. - Understand the dynamics of customer segmentation. - Be proficient in data cleaning and preprocessing. - Have experience integrating and deploying machine learning models. You should be able to translate technical requirements into effective machine learning solutions and measure the effectiveness of the model's performance.

...requirements: - Enhanced security mechanisms - Robust and reliable architecture - Ease of integration with APIs and third-party systems 5. Deliverables The service provider must provide: - Complete documented source code - Detailed technical documentation (architecture, flows, data models) - Installation, configuration, operation, and maintenance procedures - Test plans for unit, integration, and non-regression testing 6. Organizational Aspects The service provider must also manage: - Implementation of functional and technical acceptance procedures - Assistance with initial deployment and knowledge transfer - Technical support for a certain period The service provider is invited to respond by detailing its proposals for each of the points listed above and must have experi...

... Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data available for this project includes some scanned exam files. The output I need requires cropped images from the required coordinates so that each different question is saved into different folder, and the name of the files are given as the number of questions. For example: "Math_14", "Mat...

We are seeking a talented Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of

[Deadline Saturday 5 pm EST] Hello, I am trying to create some supervised models in Pyth...visualization). These insights are things that can be determined by examining the data through statistical analysis or other means. Predictions: shall include a prediction component (supervised learning) - include clustering, decision tree logistic regression, and k means (must have visualizations) The goal is to identify the best loans; most profitable, and load status for being paid off DELIVERABLES Finished code with all steps detailed below, data preprocessing and data cleaning, EDA including visualization, Supervised Data Model (Clustering, Decision Tree, Kmeans and Logistic Regression) the models must have visualizations CSV file link: [Deadline Saturday 5 pm...

I'm seeking a proficient data analyst with strong statistical analysis capabilities. Your main responsibilities will be: - Data Cleaning & Preparation: This includes cleansing the data from any incomplete records, duplicates or errors. - Statistical Analysis: You'll need to conduct a thorough statistical analysis of the data, utilizing regression analysis specifically. The project will involve various types of data including numerical, categorical, and textual data. Since we'll be working in a professional environment, knowledge and proficiency in MS Office is a must. This includes Excel, PowerPoint, and Word. Ideal candidates should be well-versed in data analysis and have a strong statistical background. Proficiency in using MS Office is also a key requi...

I need a skilled freelancer to install an...company, accessible I suppose by teamviewer or similar. The client is a waste recycling services company. The particular thing about this business is that there are various types of clients, Customer delivering waste to be proessed. Client who contracts waste management at home. Customer who buys recycled material. Entities that receive final non-recyclable garbage. Has waste reception, classification and separation process, manufacturing of final product Dispatch of recycled materials, final products and garbage. We do NOT want to activate the billing module, maybe export or exchange with the current system. Please present a work plan, estimating times, delivery dates, and value to be paid per delivery. Contact by ....for more...

I am Building AWX Server on AWS EC2 Here is the method I am using: So far, I have: I have already Created an EC2 instance for this server. Cloned the AWX Repo, I have completed all installations ...I am using: So far, I have: I have already Created an EC2 instance for this server. Cloned the AWX Repo, I have completed all installations required (installed Docker, Docker-Compose, I have used pipx to install the Ansible package) I need help with the rest of the instructions from that link. I am building this server in VS Code Ideal skills for the job include strong understanding of AWS, proficiency in AWX tasks and familiarity with Ubuntu server.

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.

...am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive experience ...

I'm in need of a skilled professional to help me set up a high availability cluster for my web servers using Nginx. The primary goal for this cluster is to ensure load balancing, allowing for optimal performance across the servers. The ideal candidate will have experience in server clustering, particularly with Nginx, and will have a deep understanding of load balancing methodologies. You should also be familiar with high availability setups and be able to ensure a seamless failover process in the event of any server failure. The project will require a methodical approach and a strong attention to detail, ensuring that the cluster is set up correctly and is able to function effectively.

I'm in need of an original NLP model that can match the performanc...BTech project. Key Project Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification, and named entity recognition - Excellent communication skills to ensure project objectives are met wit...

As part...with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Please ensure your proposal covers your experiences in these areas and includes any rele...

I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me understand and...business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the abi...

I am looking for someone that has listened to the Drake vs Kendrick Diss tracks many times. I need someone that is very active with the culture & knows almost everything thats going on in this beef. I need someone that has seen all the memes around the beef. And knows the history of the beef. I'm looking to put together some content around this beef. And I need someone that can guide me. 1. How old are you? 2. Where do you live? 3. Who do you think won the battle and why? 4. If I needed you to defend the loser, could you do so? 5. Tell me something interesting about this beef? 6. What social media platforms are you active on? 7. Did you auto generate this application you sent me, or did you type it out?

...detailed and engaging descriptions, including: - Overview: Brief introduction to the product. - Details: Materials, dimensions, and features. - Features: Design inspiration, intended use, special characteristics. - Care Instructions: Guidelines for product maintenance. - Tag Optimization: Use relevant and varied keywords to improve searchability. - Category and Attribute Selection: Ensure accurate classification for each product. - Personalization Options: Clearly outline any available customization options. - SEO Optimization ( most important) : Integrate keywords naturally into the title, description, and tags. Requirements: Proven experience in managing and optimizing Etsy listings, preferably in the fashion or jewellery niche. Strong understanding of Etsy SEO and best practi...

I'm in need of an analyst who...similarities between regional and national data The ideal candidate for this job should possess: - Strong proficiency in data analysis, particularly descriptive analysis - Proven experience with using Excel for data visualization - A keen eye for detail and accuracy in data interpretation - Ability to clearly present complex data findings in an easy-to-understand manner - Prior experience in regional vs national data comparison is a plus, but not mandatory The final deliverable should include: - Excel charts and graphs that accurately reflect the descriptive analysis results - A brief summary of the key findings derived from the visualizations Any type of visualization is fine as long as I can copy and paste. Bonus points if you take the time ...

I'm in need of an expert who can help me compile two separate GitHub projects that are written in C++, using the Visual Studio Community Edition for Windows. I will require that you provide me with written instructions on how to make the compiled projects work after you've successfully compiled them. Key Requirements: - Compilation of C++ projects using VS Community Edition - Preparation of clear, detailed instructions Additional Information: - I do not have the necessary dependencies, so you will need to ensure that all required libraries and frameworks are included in the compilation. Your task will be to: - Compile each project separately - Provide written instructions on how to use the compiled projects together Ideal Skills/Experience: - Proficient in C++ and Vis...

...as job title, company name, location, job description, requirements, etc. # Web Interface: A user-friendly web interface where users can enter the URL of the job listings page and initiate the scraping process. # Downloadable in .csv Format: The scraped job data should be downloadable in .csv format for easy analysis and storage. # Filtering Options: Ability to filter job listings based on old vs. new jobs for specific job verticals (e.g., technology, finance, healthcare) and support for Middle East/GCC countries. # Scalability: The scraper should be able to handle a large volume of job listings from multiple sources without performance issues. # Scheduled Scraping: Optional feature to schedule regular job scraping tasks to keep the data up-to-date. Ideal candidates for thi...

I'm looking for a professional to assist me with a new GST registration for my service-based business. Key Tasks: - Complete the GST registration process for a new business - Ensure all necessary information and documentation is correctly prepared - Advise on the best approach for state-wise or single state registrati...registration Ideal Freelancer: - Experience in GST registration for service-based businesses - Familiarity with the requirements for new GST registration - Ability to offer guidance on state-wise or single state registration Please provide details of your experience in the field of GST registration in your bid. Your understanding of the process and capacity to provide insightful advice on state-wise vs. single state registration will be key in my decision-...

...primary objectives of this urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, includ...

I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I'd be very interested in t...

...to a video with many edits/cuts) If you rehearse it 2X and then record, it takes about 11 minutes. Total time to perform is approximately 35 minutes... So less than 1 hour Here is the google sheet that is a "conceptual guide". For each row, it tells you how many signs are needed for that row (See” count" column).... (many are done with LEFT and RIGHT hand). In some cases signs are moving vs static and it shows you the "States" of the specific sign. Again, this is a conceptual guide but the example video is what you want to use as a reference. https://docs.google.com/spreadsheets/d/14PJe9FmxsQXvaq-Rm7r1MjD0AjMEfFHocKeVYDtQTDg/edit#gid=10251319 More importantly, here is an example video: Use this as

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 ...

I am in need of a seasoned Python AI/ML developer who specializes in Natural Language Processing, specifically focusing on Text Classification. The task is complex and requires a high level of skill and understanding of AI/ML algorithms. Ideal Skills: - Proficient in Python - Strong experience with AI/ML - Expertise in Natural Language Processing - Track record of successful text classification projects - High attention to detail The successful candidate will deliver a robust and accurate Python AI/ML code that can effectively classify text materials. The developed software should accurately sort and classify written content according to specified categories. This could lead to further similar work for the right candidate. Your previous work experience in similar projects ...

I'm looking for an expert PowerPoint designer to create a 3 slide presentation focused on our business' performance. The objective of this presentation is sharing our Super Market's year-to-date and month-to-date performance with our CEO. Key areas to highlight: - Sales revenue performance Sales Growth, Loyalty share, Sales vs Target, Basket Size etc Note Be as creative / visual as possible while building the presentation Define KPI's and build the presentation around it Ideal skills and experience: - Strong proficiency in PowerPoint design - Professional career in data analysis or business metrics - Deep understanding of the supermarket or retail industry. Your role will be creating a visually-appealing, clear, and concise presentation that communicates ...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

... I'm looking for an AI specialist who can lead a series of online training sessions on Generative AI. The trainer should have expertise in the following areas: - Experience with Generative AI: Ideally, can provide examples of unique output generated by the AI under your supervision. - Training: GenAI overview, Advanced Transformers(Encoder only , Decoder only, Encoder and Decoder). Pre Training vs Fine Tuning – Benefits of PEFT, LoRA & QLoRA. Hands on exercises on Fine Tuning, LLMOps, Prompt Engineering, RAG - Learning Techniques: Familiarity with Supervised, Unsupervised, and Reinforcement learning techniques is preferred. This series of online sessions must be engaging and insightful, providing a comprehensive guide to Generative AI. If you can accommodate th...

I'm in need of a skilled professional who can develop a video analytics and processing tool for me. This tool will primarily be used to ...used to analyze video files in MP4, AVI, and MOV formats. The core requirements for this project are: - Vehicle Counting: The tool should be able to accurately count the number of vehicles in a given video file. - Vehicle Classification: It should also be able to classify the vehicles in those videos by type. The ideal completion timeframe for this project is within a month. Given the complexity of the task, I'm keen on working with someone who has prior experience in developing AI-based video analytics tools, particularly in the realm of vehicle counting and classification. If you've got the skills and the experience, I l...

I am seeking a professional with experience in clinical prediction model development to create a tailored system for my organization. This project will focus on using patient demographic information, medical histories, and clinical observations to identify high-risk patients. The desired output of this model is twofold: 1. The Probability of high-risk classification - this will enable us to determine the likelihood of a patient being categorized as high risk. 2. The Severity level of risk - this information will quantify the degree of risk associated with each patient. Preferred skills and experiences for this project are: - Clear understanding of clinical data and how to interpret it. - Proven experience building predictive models, especially in a clinical or medical setting. - ...

Implement a BERT model for text classification to filter emotions of Twitter posts based on their content.

...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 ...

Seeking a WordPress developer capable of the following tasks. This is a one-time job with potential for ongoing work: Implement link redirection from service cards on the...sections within the service page (create links to each section). Incorporate images/icons into sub-services sections of the service page; currently, it's text-only. Integrate icons/images that match brand colors into both the homepage and service page; currently, most icons do not align with brand colors. Fine-tune and align elements on the homepage and service page; currently, there are issues with clustering and misalignment of elements on these pages. Open to additional suggestions and improvements from the developer's side (optional). The budget for this work is $100, with a timeline of 4 days for...

...classifications (A, B, C) and demand patterns to inform strategic purchasing and product placement decisions. 3. Functional Requirements 3.1 Inventory Management Product data management: Maintain a comprehensive database of products with attributes (SKU, name, description, unit cost, etc.). Inventory tracking: Track stock levels across all locations (warehouses and branches) in real-time. ABC Classification: Classify products into A, B, and C categories based on Pareto analysis (annual demand value or other chosen parameter). Minimum reorder point (ROP) calculation: Automatically calculate optimal reorder points for each product considering lead time, demand variability, and safety stock. Purchase order generation: Generate purchase orders for suppliers based on calculated reor...

Hello freelancers! I'm seeking an individual with a background in education and a polished eye for detail to review my paper. The paper focuses on the comparison of flipped classroom strategies versus traditional teaching methods. Specifically, you'll need to: * Review corrections suggested * Provide feedback on structure, flow and argument consistency * Ensure my paper is ready for publication in the domain of "Teaching Strategies" in Humanities and Social Sciences Perfect for those with: * Experience in academic writing and reviewing * Knowledge of teaching strategies, specifically flipped classroom and traditional methods * Excellent proofreading skills With your help, we can make this paper ready for prime time in the academic community. Looking forward to your...

I'm in need of an experienced animator who can create a 2D animated short film. The project will be a 20-25 minute long animation which is a crossover between Godzilla and Bambi, designed for an adult audience. Key requirements: - 2D Animation: The style of the animation should be 2D. - Crossover Concept: The short will intertwine the characters and worlds of Godzilla and Bambi in a way that is humorous and engaging for an adult audience. - Length: As an adult animated short, the project will run for approximately 20-25 minutes, so experience with long-form animation is a plus. - Creative Flair: I'm looking for someone with a good sense of storytelling, visual humor, and an ability to create a unique and captivating narrative. If you're an animator who loves to push creat...

...processes. This project aims to improve the classification accuracy of predominantly product and entertainment videos. The specialist should keenly and proficiently handle tasks including: - Video Editing: Refining the quality and premises of the videos. - Video Encoding: Converting video files from one format to another without compromising their quality. - Video Transcoding: Transforming videos into different formats for smooth viewership across several platforms. The ideal freelancer should have a proven track record of accuracy in video classification and experience in video processing techniques such as editing, encoding, and transcoding. The ultimate goal here is to enhance the search capabilities of the videos through improved classification accuracy. Being...

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

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

...databases. - Market Data: Use TADAWUL to gather historical price data. - Beta Value: Retrieve the company's beta from Yahoo Finance. - Risk-Free Rate: Search for current risk-free rate data applicable to Saudi Arabia (usually government bond yields). 3. Analysis Tasks: - Capital Structure Analysis: - Explain the concept of capital structure. - Calculate the proportion of debt vs. equity in the company’s capital structure. - Calculate the cost of debt from financial reports. - Equity Required Rate of Return: - Apply the Dividend Growth Model (DGM) and the Capital Asset Pricing Model (CAPM) to calculate the required rate of return on equity. - Describe each model and show detailed calculations. - Market Return Calculation: ...

...skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can co...

Creating a library to control the TMC5160 using only the SPI bus. The library must be ESP32 compatible and will not use other similar existing libraries for other TMCs. It must include: - basic functions for motor setup and movement, positioning - advanced functions such as CoolStep, StallGuard...functions for motor setup and movement, positioning - advanced functions such as CoolStep, StallGuard2, SpreadCycle and StealthChop2 - sensorless operation to find home position (StallGuard2) - the library must not block additional ESP code during motor running and control (delay commands etc) and must support running of multiple motors simultaneously (using CS signal) - deploying the library in VS Code + PlatformIO The library functionality will be tested on a TMC5160 BOB + NEMA 8 (8HS...