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
...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...
...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...
[Deadline Saturday 5 pm EST] Hello, I am trying to create some supervised models in Python based on this Kaggl...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 EST]
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 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.
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 ...
Need someone who is experienced at replicating papers and familiar with time series tools such as ARIMA and Kalman filters. will probably take 4-5 hours to complete for someone familiar with these tools.
...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 ...
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 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
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 assessment and decisio...
...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...
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...
...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...
You can got through my freelancer.com profile. I am ...warehousing, Distributed systems Machine Learning: Deployment Pipelines, Production management Data and Model Pipelines Neural Networks, Deep Learning, Algorithms Applied ML, Network Models Cybersecurity: IDS, SIEM tools, Network Security Linux, Cloud Computing, Cryptography Risk and Incident Management Database security Data Analytics: Tableau, Data Visualization Predictive Modeling, Kaggle EDA, Regression Analysis Project Management, Communication Additional Skills: Docker containerization Cloud platforms (AWS, Azure, GCP) Version control (Git, GitHub) CI/CD tools (GitHub Actions) The cover photo should be stylish and depict me . I am a generative ai specialist with a track record of execellence. looking forward to your ...
...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...
...clinical trials dataset using SAS or Stata (ideally). I can supply the results of 28 trials (with 15 with missing data) with n events / n total in ACA analysis and n missing in both intervention and control groups (in Excel format) Key Responsibilities: - Impute missing data: The primary task will be to impute missing data in the clinical trial dataset. This is crucial for maintaining the integrity and accuracy of the overall analysis. - Generate ACA, ICA-0, ICA-1, ICA-pc, ICA-pe, ICA-p, ICA-b, ICA-w, Gamble Hollis analysis and IMRO (2/0.5 and 0.5/2) analysis plots - Generate L'Abbe plot(s) (for further details please see attached file) Ideal Skills and Experience: - Proficiency in SAS / Stata: As I specifically prefer to present the data with SAS / Stata for...
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.
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.
...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...
I'm seeking a proficient data analyst experienced in both R and Stata for a large-scale 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 wi...
...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...
Now I need a proficient R programming expert, with a solid understanding of large data set analysis. As this project is focused on predictive modeling, specifically regression models, your skills and experience should highlight your familiarity and expertise with the following tasks: - Statistical Analysis: Your main task would be centered around executing statistical analysis and modeling using R programming. The project primarily requires predictive modeling, like regression and machine learning techniques. - Regression Models: Given the nature of this project, it's critical that you have a keen understanding of regression models. Your role would entail using these models with R programming to analyze the large data set provided. Your ability to handle...
...dataset. The forecast should be for 1, 3, and 7 days ahead. The key deliverable is 3 dynamic dashboards that display this forecast in real-time. Key Points to Note: - **Programming Language**: Python - **Time Series Forecasting**: The freelancer is expected to have a solid understanding of time series forecasting methods. The deliverables should include 2 Neural Network and 2 autoregressive models (ARIMA, SARIMA etc…). The validation should demonstrate each model performance. - **Dynamic Dashboard**: I'm looking for a dashboard that's dynamic and interactive. It should display the forecast for the Twitter data using a visually appealing interface. - **Real-time Data Updates**: The dashboard should be capable of updating in real-time to reflect any changes in the...
I'm looking for someone with strong experience in using SPSS and performing intermediate statistical analysis, particularly regression and ANOVA. The data I have is quantitative and I want it analyzed for the purpose of testing hypotheses and research questions. The ideal candidate should be able to identify patterns, correlations, and perform the necessary tests to validate or invalidate the hypotheses and research questions. Key Requirements: - Proficiency in SPSS - Capable of handling quantitative data - Experience in regression, MANOVA and ANOVA - Ability to test hypotheses and research questions - Strong data analysis and interpretation skills.
I'm looking for a tutor proficient in topics of applied statistics and data analysis. Possessing advanced-level knowledge, I need guidance specifically on: - Regression analysis - Design of experiments - Statistical processes and quality control I aim to complete my preparation within a month, so a tutor that can work intensively within this timeframe would be perfect. Please outline your experience with the topics listed above in your proposal. Understanding of complex statistical concepts and effective teaching abilities will secure your bid!
I'm in immediate need of a talented machine learning specialist to work on our classification and regression tasks, using numerical data. Key Requirements: - Proficient in ML techniques, particularly classification and regression - Strong understanding of numerical data structures - Able to deliver results in a timely manner, as the project is urgent
I'm searching for a professional who is an expert in Basic Econometrics and R studio whom can complete my prepared assessment and short summary of its difficulty. The assessment content focused on: - Regression analysis - Hypothesis testing - Time series analysis The assessment needs to be prepared in R Studio—a tool my students are practicing. You must submit a word file and a R studio file for this assessment as explained in the brief you will receive. The assessment should be of easy to moderate difficulty for those with the know how. Ideal freelancer should have: - Strong knowledge of Basic Econometrics - Experience in creating educational content - Proficiency in R Studio
I am seeking a proficient R programmer experienced in statistical modeling, especially regression models. My project involves: - Developing regression models for both numerical and categorical data. - Analyzing and interpreting complex data to find actionable insights. - Crafting intuitive and visually compelling representations of data analysis. Skills and Experience: - Extensive background in R programming. - Proven expertise in statistical modeling and data analysis. - Comfortable handling both numerical and categorical data. - Ability to explain complex statistical concepts in a clear and concise manner. As a successful applicant, you will work closely with me to develop comprehensive regression models that allow me to make better-informed decisions. This pr...
As I venture into a data science project, I'm seeking an experienced Stata user who has a strong understanding of databasing and spreadsheets. No specific task was defined, hence your role could range from data cleaning and preprocessing, data analysis and visualization to building machine learning models. Deep knowledge in handling structured data and working with databases and spreadsheets is essential in this project. Ideal Skills and Experience: - Strong Stata programming and data handling skills - Experience in data preprocessing and cleaning - Familiarity with data analysis and visualization techniques - Knowledge in machine learning model development is a plus - Previous experience working with structured data sets and databases would be highly beneficial.
...enhance the learning experience - User-friendly design that is accessible and engaging for beginners - The ability to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally ...
I need a person who is biostatistician and could know about cox regression analysis and Kaplan Meier survival analysis.i have a very short time and I have done most of the work and I need people to look at my work and correct for mistakes and I just need them to check for plagiarism, grammatical error overall I need them to rectify the paper if there is any mistakes.
Need qualified help with clinical studies: including t-tests and cox regression.
I'm looking for a Stata expert to help me with my predictive analysis project. Key Requirements: - The primary task will be to make group base trajectories - You will also need to group/categorize the data effectively. Please make sure you are familiar with Stata and have experience with similar projects.
I'm in need of a skilled expert in machine learning, with a focus on supervised regression and extensive experience handling numerical data. Your primary task will be to develop a reliable algorithm that can predict continuous values - in this particular case, related to the project's data. I looking for machine learning algoirthm implementation to be trained and automatically draw schematic interconnection for 2 IC's or GPU. This project is basic college project. Key Requirements: - Proficiency in supervised learning techniques, particularly regression. - Strong experience in working with numerical data. - Ability to build a well-structured, efficient machine learning algorithm. This is a great opportunity to showcase your machine learning skills and contr...
I'm currently looking for an expert in hybrid machine learning models, specifically for the ARIMA, GCN, and LSTM components. Key improvements needed: - ARIMA: - Improved accuracy of predictions - Reduced computation time - Better handling of seasonality - GCN: - More effective integration of graph structure - Enhanced extraction of features Skills and Experience Required: - Extensive knowledge in ARIMA, GCN, and LSTM - Proven experience in improving hybrid machine learning models - Proficiency in handling seasonality in data - Ability to work efficiently and reduce computation time. - Skilled in incorporating graph structure and improving feature extraction.
I'm seeking an expert in creating prediction models, with a specific focus on Linear, logistic Regression. This project entails building a robust prediction model, primarily using numerical data. There is no specific purpose identified yet, thus the model should be of a general nature and able to adapt to various predictions such as product sales, customer behavior changes or spam classification. Ideal Experience and Skills: - Proficient in creating Linear Regression Models. - Extensive experience with numerical data analysis. - Flexibility to adapt the model to different scenarios. - Strong analytical skills and attention to detail. Your creativity and expertise will greatly enhance this project's success.
I'm seeking a skilled professional who can thoroughly make me understand and possibly modify if necessary, a Playwright automation script written in JavaScript. The prime responsibility of this script is conducting regression testing on a website. Key Tasks: - Understand the existing Playwright automation code. - Ability to modify the script for effective regression testing if required. Ideal Skills: - Profound knowledge in JavaScript. - Prior experience in working with Playwright automation. - Comprehensive understanding of functional testing for website. Your command over understanding and preferably modifying JavaScript based automation code will be essential for this task. Having previous experience in website functional testing is a strong advantage.
I'm in need of a capable statistician, proficient in Jamovi, to apply their expertise on a small dataset of both numerical and categorical nature for my research. Your responsibilities would include: - Conducting Descriptive Statistics to provide a clear overview of the data. - Performing Hypothesis Testing to scrutinise various assumptions. - Executing Regression Analysis, extracting possible relationships within the dataset. A strong statistical background is paramount, particularly in handling smaller datasets. Familiarity with academic or research-oriented projects will be regarded advantageous. Please be adept at presenting complex results in layman terms as I value comprehension and transparency.
I'm looking for a proficient developer who's fam... which focuses on indicators only, into Easy Language. A major part of this project will involve working with a kernal regression indicator. Your expertise with this specific indicator in PineScript and Easy Language is of utmost importance. Knowledge in different indicators like moving averages, average true range and RSI would be beneficial, but the core focus includes kernal regression. Lastly, the converted script should include customizable parameters for the bandwidth of the kernel regression indicator. To be successful in this role, you'll need: - Expertise in both TradingView PineScript and TradeStation Easy Language - Proven experience with kernel regression indicators - A solid under...
I'm seeking a data scientist proficient in logistic regression analysis for a critical project in healthcare risk assessment. The task will involve: - Applying your expertise to analyze historical data related to an aspect of healthcare. - Extracting and selecting variable factors from the data to construct the logistic regression model. - Using this model to effectively assess risk within the context of healthcare. Ideal skills and experience include: - Strong grasp and proven experience in logistic regression analysis. - Experience with healthcare-related data is preferred. - Ability to interpret complex data accurately and effectively. - Previous experience in risk assessment through predictive modelling is beneficial.
I'm in need of a data analyst with experience in statistical analysis specifically for the Arabic language. The primary focus will be on implementing three key techniques - Descriptive statistics, Hypothesis testing, and Regression analysis. Ideal Skills: - Proficiency in Arabic language - Strong background in statistical analysis - Experience with Descriptive statistics, Hypothesis testing, and Regression analysis - Ability to provide clear and comprehensive reports on findings
I'm looking for an Excel expert who can create an automated template for a financial renewal analysis dashboard. The dashboard should include basic descriptive statistics functions such as mean, median, mode, standard deviation, correlation, and regression. Key Requirements: - The dashboard needs to focus on the renewal status of our products/services. - It should be able to track the renewal status by product/service type. - The dashboard should be able to automatically update renewal statuses. Ideal Skills and Experience: - Proficiency in Excel and its advanced functions. - Experience in creating automated dashboards. - Understanding of financial data analysis, particularly in the context of renewals. - Strong communication skills to understand our specific needs and provid...
I have documents that need to run code on Stata and need a proficient code writer. I will pay $400 for the contract
...Assistant to support a significant research project led by a University. The ideal candidate will possess a strong background in financial databases, data analysis, and academic research, with proven expertise in using Stata for data organization and analysis. Responsibilities: Download and extract data from financial databases and annual reports as well as others as required. Efficiently merge and manage datasets from multiple sources to ensure consistency and accuracy. Conduct thorough literature reviews in finance and related fields to support research objectives. Utilize Stata to analyze complex datasets, perform econometric modeling, and generate insightful results. Collaborate effectively with the research team to meet project deadlines and contribute to discuss...
I'm seeking a skilled data analyst to analyse data in SPSS to test my hypotheses relating to social media usage and exercise addiction. The goal is to identify and delineate trends and patterns from the data. I'd prefer to receive the results in a comprehensive report that I can include in a lab report. Key Tasks: - Analyze data - perform correlation, regression, mediation or moderation - Identify trends and patterns - Create a comprehensive report summarizing the analysis, report all results in APA style Ideal Skills: - Proficiency in SPSS, ideally with at least a Bachelors level degree in Psychology - Strong data analysis and interpretation skills - Ability to present findings in a clear, concise manner Experience: - Prior experience with social media metrics analysis...
For my ongoing project, I am i...need of an expert in econometric analysis with a special focus on time series data. Here, the tasks will involve: Analysing short and long term relationships between variables. It can be Johansen cointegration analysis, ARDL or ARIMA analysis. Dependent variable; Bitcoin price movement The independent variables are the US interest rate, US inflation, and the NASDAQ index. This project would be ideal for someone who has a strong background in econometrics, statistics, and mathematics. Practical experience in using time series analysis techniques, particularly ARIMA, VAR, and ARDL is essential. Additionally, the ability to clearly communicate complex analysis results would be a significant advantage. Please bid with relevant experience and po...
...demonstrations to enhance the learning experience - User-friendly design that is accessible and engaging for beginners - The ability to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 articl...
