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I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine learning project.

I am seeking an expert in Multiple Regression Analysis to evaluate the disparity between black and white judicial outcomes using public data. Your primary task will be: * Assessing the impact of multiple factors to understand the composition of racial disparity in the judicial system * Analyze and interpret the regression outputs to identify significant factors contributing to the disparities The ideal candidate will have: * Strong statistical skills, including experience with multiple regression analysis * Proficiency in statistical software to handle public data * Experience in socio-economic or judicial data analysis would be a plus. Your final deliverable should be a detailed report outlining your findings and recommendations based on the analysis.

I am urgently seeking a Python guru to fix a function issue in my linear regression code within 3-5 hours. This code is built using Python libraries - NumPy, scikit-learn, and pandas. Please only get in touch if you can confidently resolve this within the specified timeline. Your strong experience in dealing with Python's syntax, particularly in the context of these libraries, will be highly valued.

I am in need of a proficient Python coder who can develop a script to furnish an important function, data processing. More specifically, this task involve...process numerous multimedia data in the form of videos. Desired skills and experience: - Thorough understanding and experience in Python scripting. - Proven experience in working with multimedia data, especially videos. - Familiarity with Google Cloud Platform (GCP). - Knowledge and experience in data processing algorithms and techniques. The final deliverable will be a Python script able to run in an HTML page, which we can then deploy to GCP. The successful candidate should be comfortable in different stages of development, including the setup and running of the script on GCP. Prior experience in similar tasks will be highl...

Looking for an experienced Python developer who can create a script to be embedded within an HTML page and deployed on Google Cloud Platform (GCP). The script should: - Be capable of real-time data processing. - Fetch data directly from a webpage. Ideal skills and experience needed for this role: - Extensive Python programming background. - Experience working with real-time data. - Familiarity with extracting data from webpages. - A solid understanding of Google Cloud Platform for deployment. - HTML integration knowledge. This task requires a developer who is savvy with Python's data processing abilities and adaptability in real-world, real-time scenarios. Ready to take the challenge? We're willing to offer a good budget for the right skills.

We are seeking a dedicated part-time employee who is familiar with the Run Diffusion / Stable Diffusion program or is willing to familiarize themselves with it. Experience is advantageous but not mandatory. Responsibilities: - Application and optimization of the Run Diffusion / Stable Diffusion program, primarily utilizing the programs ComfyUI, AutoForge1111, and FaceSwap for image editing tasks - Collaborating with the team to develop solutions and solve problems - Documenting work processes and results Requirements: - MacBook with M1 Chip or higher - Basic knowledge or experience with the Run Diffusion / Stable Diffusion program (experience is advantageous but not mandatory) - Proficiency in utilizing ComfyUI, AutoForge1111, and FaceSwap for image editing tasks -...

I need Google ads runner for my run my affiliate products who can will gave me daily leds with Google adsense

I'm looking to develop a simple AI prediction model with a regression algorithm, and a React frontend with Dashboard. This project aims to showcase historical prediction accuracy using real-time data from APIs, dataset i will provide in CSV file formate about crops. Key Requirements: - Creation of a regression model: The AI prediction model needs to be built using regression techniques. - Data source: The model should fetch real-time data from APIs, pre defined data. - React Frontend: The primary goal of the React Dashboard is to showcase historical prediction accuracy. - SaaS Model: Create subscription for 3 tires. Ideal Skills: - Strong experience in developing AI prediction models, particularly regression models. - Proficiency in working with Reac...

I am seeking an experienced assistant who is talented in social media advertising and SEO marketing. This person will help me grow my online presence to drive more sales and attract a larger audience. Here's what I'm looking for: - Mastery of Instagram, TikTok, and Wix - Proven experience in increasing website traffic, improving brand awareness, and driving leads - Skills in target marketing, particularly towards young adults (18-24), adults (25-34), and parents/caregivers. If you have the necessary skills and can provide a strategic, results-oriented approach, I'm interested to hear how you can help.

I'm looking for an individual who can support me to set up a Python program to run the ChatGPT API on full word documents using custom prompts. I am very new to coding and Python and having some difficulties in setting this up. I have Python 3.x installed on my computer but my experience with APIs, particularly GPT-3 API, is minimal. Here's what I need: - Understand and resolve the issues I'm experiencing in setting up and running the Python program. - Guide me through the setup process to ensure I can successfully run the ChatGPT API on full word documents. - Teach me how to use custom prompts in the program. This job would ideally suit someone with Python expertise and possesses a great understanding of the GPT-3 API. While I would appreciate a hands-on...

...data analysis and regression tasks. Key Responsibilities: - Conducting descriptive statistics: I need assistance in clearly representing my data to understand its central tendencies, variability, and distribution. - Regression analysis: You will be tasked with helping me to analyze the relationships between key variables in my data, and to make predictions based on this analysis. Ideal Candidate: - Profound knowledge of Biostatistics: It's essential that you have a deep understanding of statistical techniques and their application in the realm of biological and public health sciences. - R Programming Proficiency: As I specifically require the use of R for this project, it's important that you are an expert in this language for data analysis. - Experience with ...

I'm seeking a professional in machine learning to help with an automated image classification project. Key requirements: - Experience in machine learning, specifically image classification - Strong understanding of Logistic Regression and Neural Networks - Strong understanding of key concepts within Machine Learning Your responsibilities if you take on this project would include: - Developing and training a machine learning model on images of objects - Training and testing of new model based on ResNet-18 - Testing and optimizing the model for accuracy - Outputting metrics such as accuracy, F1 score, precision recall curves etc - Visualise model performance through relevant plots (e.g., confusion matrix, receiver operating characteristic curve, precision recall curves) - E...

...work on this project within the next 6 hours. Despite not specifying a type of analysis, methodology or specific information freelancers should include, I'm after broad expertise and flexibility. Skills and experience: • Broad range of data analysis techniques • Proven ability in descriptive, inferential and time series analysis despite my lack of specification • In-depth understanding of regression analysis, machine learning algorithms and time series forecasting despite no imperative directions • Swift turnaround time, with the ability to meet a 6-hour deadline from the moment of hiring Please include your past work and experience related to epidemiology in your application. Detailed project proposals are advantageous but not mandatory considering ...

I'm looking for a skilled professional specializing in Selenium testing, to write and automate 1000 functional, regression, and performance test cases in a span of 10 days. Given the scope of the work, it is expected from interested freelancers to have: - Proficient knowledge around Selenium and its diverse testing capabilities. - Experience in creating and automating functional, regression, and performance test scripts. - A strong understanding of automation frameworks and testing methodologies. - The ability to complete the project in the stipulated 10 days. Although not expressly stated, proficiency in popular programming languages (Like Java, Python, C#, etc.) and the capability to execute test cases across various browsers and operating systems would provide an ...

I need a data analytics expert to execute a house price prediction project while also comparing various prediction models using R. Aspects of the project include: - Execution of data cleaning and preparation - Building various prediction models including regression and w.r.t a single & multiple features - Interpreting and visualizing the results of these models and comparing the model performance using metrics such as R2, RMSE etc - Crafting an academically sound 1500-word report summarizing the findings and related literature The ideal freelancer will have substantial experience with data analytics in R, specifically with data cleaning, model building, and results interpretation and visualization. They should also possess strong academic writing skills.

...statistics expert for my current project. The central aim is a thorough regression analysis. Requirements: - The goal of this analysis is threefold: identifying trends, making predictions, and evaluating hypotheses. - I possess varied data types including numeric, categorical, and time series. - Particularly, there's a focus on Population Growth rate in time series, accompanied by other factors such as gender and nationality Variables for Analysis: - The specific elements to involve in the regression analysis encompass population growth rate, gender, nationality, and the time factor (in years). Ideal Skills and Experience: - The freelancer should bear robust expertise in Statistical Analysis, preferably in Regression Analysis. - Proficiency in handling dive...

analysis data (statistics) i would like you to done this work pls The requested are: 1- -Measurements of central tendency -Mean median -Std -Variance skew -Regression -Correlations 2- -Time series analysis and expectations -Regression

I'm working on my university economics project requiring assistance with econometrical modeling in Stata. Specifically, I need help applying a linear regression model. The ideal freelancer for this job is highly proficient in Stata with extensive experience in econometrics. Key requirements include: - Expertise in using Stata for econometrics analysis. - Good knowledge and understanding of economics, specifically in creating and applying linear regression models. - Ability to instruct me on the steps taken to provide an understanding of how to utilize these skills in the future.

I'm seeking an expert in R programming and Linear Algebra to analyze a large dataset comprising more than 10,000 rows. As a skilled professional, you'll need to: - Apply your knowledge of Linear Algebra to tackle data analysis. - Perform descriptive statistics to understand the characteristics of the dataset. - Employ regression analysis tools to establish relationships within the data. - Visualize data trends and patterns employing advanced R techniques. The ideal candidate should have substantial experience in data analysis with R and a solid understanding of Linear Algebra. Your portfolio demonstrating similar projects will place you ahead.

We are seeking a seasoned Data Analyst to assist me with a comprehensive statistical analysis of pro...this project, your primary focus will be analyzing and visualizing this data so I can better understand property trends and make informed decisions. Ideally, you will have experience working with property or real estate data and can recommend the best way to gather, clean, and pre-process this data for optimal results. The ideal candidate will have skills and experience in: - Advanced Excel - Regression analysis - Real estate or property data - Strong problem solving skills - Exceptional statistical analysis skills - Efficiently use web scraping tool Your work will directly influence our strategic decision-making process, offering an exciting opportunity to make a significa...

Looking for a professional to run default prompts on ChatGPT 4 and compile the results. This task requires that the bidder has access to ChatGPT 4, and can dedicate 6 to 7 hours each day due to the volume of files. The key expectations for this project include: - Running the required prompts on ChatGPT 4 - Saving the text responses from these prompts - Following a specific template that will be provided to compile and document these responses Ideal Skills: - Prior experience with OpenAI's ChatGPT - Proficiency in documentation and formatting in Word - Punctuality and commitment to timelines - Detail-oriented and meticulous for accurate capture of results - Strong English skills for effective communication and understanding project requirements.

...representation of key attributes such as car model, engine size, fuel efficiency, and fuel emission are correct. I then need to apply Principal Component Analysis (PCA), Clustering, and Partial Least Squares (PLS) regression techniques to the data. Key Requirements: - Data Cleaning: Ensuring all values are in their correct form - Feature Selection: Focus on Car model, Engine size, Fuel efficiency, and fuel emission values - Principal Component Analysis (PCA): For dimensionality reduction - Clustering: To identify inherent patterns and groupings within the data - Partial Least Squares (PLS): For regression analysis Ideal Skills and Experience: - Strong proficiency in data cleaning and analysis - Previous experience with Principal Component Analysis, Clustering, and PLS - ...

I am looking for a discussant who can bring my project to success with their advanced knowledge in statistical methods, particularly maximum likelihood estimation. Here's some more details: - Software to be used: Orange - Dataset size: Less than 1GB Your role will involve implementing effective statistical solutions to logical regression using Orange. Ideal Skills and Experience: - Proficient in maximum likelihood estimation - Excellent mastery of the Orange software - Experience in handling datasets of up to 1GB - Able to deliver interpretations of analysis in a non-technical way. Kindly provide examples of similar projects you've done in your proposal.

I'm in need of a proficient Stata expert who can assist me in multiple aspects of my project. Key Tasks: 1. Statistical Analysis and Modeling: This will form the heart of your duties. They would involve all aspects, from Regression Analysis, Time Series Analysis to Factor Analysis. Experience in all these aspects is mandatory. Goals: 1. Predictive modelling: We should be able to make accurate and reliable future projections from our data. 2. Exploratory data analysis: Uncover the underlying patterns and understand the structures within our data. 3. Hypothesis testing: Finally, test the assumptions we've gathered from our data. Experience in working with statistical analysis software, STATA, is essential for this project. Additionally, a background in data science, sta...

DUE DATE: MAY 3,2024 Dynamic Trading Strategy Design: • will provide auxiliary materials ( 2 files ) and Jupyter Notebooks (“ Regression for Pair ” are related to this project. • Design an improved version of the pairs trading strategy (will share with freelancer chosen) by including more stocks in your strategy. • You can consider using the top 100 stocks () and their daily close price during the period of 2019 - 2020 [Note: you may not have access to all the stocks from Yahoo Finance during this period; please explain how you handle this issue]. • Explain whether dimension reduction techniques are needed. • Explain how you measure the performance. • Please show both the in-sample and out-of-sample performance. • Show evi...

...feature engineering, data preprocessing, and model selection - Excellent problem-solving abilities these are the machine learning algorithms. We can use some of the following whichever is easy to write the thesis Sir 1. Logistic Regression 2. Support Vector Machines (SVM) 3. Decision Trees 4. Random Forest 5. Gradient Boosting Machines (GBM) 6. K-Nearest Neighbors (KNN) 7. Naive Bayes 1. Linear Regression 2. Polynomial Regression 3. Ridge Regression 4. Lasso Regression 5. Elastic Net Regression 6. Support Vector Regression (SVR) 7. Decision Tree Regression 1. K-Means Clustering 2. Hierarchical Clustering 3. DBSCAN (Density-Based Spatial Clustering of Applications with Noise) 4. Mean Shift Clustering 5. Gaussian Mixture Mode...

I'm seeking a skilled freelancer in Python programming with a deep understanding of machine learning algorith...understanding of machine learning algorithms. The main goal of this project is to create a machine learning model with Python that can be used for classification, regression, or clustering. It's important that the freelancer is able to provide explanations of the code and the underlying algorithms used. This is crucial as I'd like to understand the process and logic behind the model. Chat with me for full project details. Ideal skills and experience for this project include: - Proficiency in Python - Strong background in machine learning algorithms - Ability to clearly explain complex topics - Previous experience with classification, regression, and ...

This is a small project about Transformers to a problem of interest. You can pick any problem/dataset and implement a Transformer-based model to conduct a task (e.g., classification, regression, etc.) should consist: 1. Description of dataset/task. 2. Transformer Implementation 3. Transformer component changes. anything you need to change to make the model perform the task at hand (e.g., embeddings, output layer, etc.) 4. Training/Evaluation.

Increasing website traffic Boosting brand awareness among needing patients / clients. Run Google Ad and Meta ad on Given keywords And targeted location or audience

As part of a research study, I require a highly skilled individual who is well-versed in psychological statistics and comfortable/SKILLED using SPSS software. Key tasks will involve: - Data analysis - Hypothesis testing - Descriptive statistics - ANOVA - Chi Square Goodness of Fit - Correlation & Regression - Two-way Chi Square (Test of Independence) Ideally, the suitable candidate will possess a strong and verifiable track record in these areas, and be able to provide evidence of successfully completed similar tasks. This project will be an excellent fit for a meticulous person with a keen eye for detail, and the ability to deliver within tight deadlines.

Please only apply if you have experience in Power Pages development using WebAPI. I'm seeking a skilled developer to work with me to enable and build a simple example JavaScript function to run Power Pages WebAPI FetxXML on a custom entity. This is a very simple job to - enable the WebAPI feature for my custom entity in Power Pages - build a tiny Javascript function with a basic fetchXML call to dataverse using the WebAPI - host the app in a Power Pages website and show it working This is a very small, but urgent job. You will need to have experience doing this and know how to do it right away as I need it done immediately.

... So, alternatively, I want to run display ads on websites that are related to what we offer. What do we offer? I’ll tell you in our interview. First though, read on… I understand that search ad campaigns are generally more effective, because the ad is fulfilling the search intent, aka pull marketing. But when the cost of the click becomes too high, we must look at alternative, less expensive options to get our message into the eyes of our target audience. Instead, we can run display ads that cost a fraction of the search ads, but get hundreds to a thousand clicks for the same price of a single clicked on search ad. I want to get it dialed in so that we bring in 1 client per day. More on that in the interview. I believe, with your help, we can ru...

I seek a solution-oriented software developer to create a specialized software for my Windows system, which can apply multiple prediction models to an Excel sheet. Key Functions: - Incorporating various prediction models: This includes not only regression, classification, and clustering models, but also decision trees, neural networks, random forests, and support vectors. Ideal Candidate: - Expertise in developing Windows compatible software - Strong understanding of data prediction models - Knowledgeable in Excel functionalities - Ability to integrate sophisticated prediction algorithms The final outcome should be a user-friendly software that enhances my productivity by allowing me to apply versatile prediction models to my data effortlessly.

Hello i want Full-Time QA Tester/Manager Only freelancer Bid Company/Agency please dont bid Bid After check full description and please start the bid from "QAT01" - Developing and implementing test plans - Conducting functional, regression and performance testing - Identifying and documenting software defects - Managing and coordinating with client and Development team I have few project going on i need QA who check and test and give update to developer Full time i need on monthly basis and i want to continue working And i dont need Senior tester If you have 1 or 2 year of experiance also good My budget is 10,000 INR to 20,000 INR

I'm seeking an experienced s...analysis of scientific research data. Key Responsibilities: - Conduct comprehensive statistical analysis on scientific research data - Need to convert MS forms results, into several spreadsheet statistics and help with interpretations Ideal Candidate: - Proven experience working with scientific research data - Strong understanding of various statistical methodologies, such as hypothesis testing, regression, and ANOVA - Proficient in data analysis tools and software - Excellent communication skills to present findings to a non-technical audience In your application, please provide details of your previous experience in similar projects. I'm looking for a professional who can not only analyze the data but also provide valuable insights ...

I'm looking for a skilled Python programmer to assist in building a General Regression Neural Network (GRNN)-GA hybrid specifically for prediction modeling. The model will be 15 inputs variables with 5 outputs variables. The ideal candidate should have experience with: - Python: A strong grasp of Python is essential. - Machine Learning & Neural Networks: Experience with machine learning concepts and neural networks, particularly GRNNs, is a huge plus. - Data Analysis: A background in data analysis is highly desirable, as the project involves translating data into predictive models. - Database Integration: Experience in integrating Python applications with existing databases is crucial as the project will entail integrating the GRNN-GA hybrid model with an existing database...

I want diabetes prediction using all types of algorithm -svm, knn, linear regression logistic regression, naive bias, random forest, regression analysis, ensemble learning. All of the model should show the accuracy rate of prediction. A graphical pie chart showing which model is giving how much accuracy and validation loss. So that we can say that ml algorithm is best for diabetes prediction. I want a tableau visualization showing all of these predictions correctly A webapp using flask and a jotform for user to use and predict easily. If you can successfully deliver I would like to work on a thesis paper for publication

...Forecasting Module into Amana Pilot Description: This project involves developing a comprehensive feature for financial forecasting within the Amana Pilot platform. The feature encompasses both front-end and back-end development, enabling the processing and display of forecasted results based on a company's historical cash flow data. Forecasts will be generated using machine learning models, such as regression, leveraging financial data from previous months. Front-End Features: - Implementation of a cash flow tracking table, displaying the evolution of cash flow for previous months and forecasts for upcoming months (e.g., 4 months, 6 months, etc.). Past data will be represented by solid bars, while forecasted data will be represented by empty or hashed bars. - Allowance ...

I require a professional who can develop a detailed sales forecasting report leveraging Power BI. The project needs to be done within one day. Key Requirements: - Utilize data from Excel spreadsheets for the forecasting. - The sales forecast should b...professional who can develop a detailed sales forecasting report leveraging Power BI. The project needs to be done within one day. Key Requirements: - Utilize data from Excel spreadsheets for the forecasting. - The sales forecast should be detailed, breaking down sales by product/service. - The forecasting model should be based on regression analysis. Ideal Skills: - Proficiency in Power BI. - Strong experience in Excel data analysis. - Proven track record in regression analysis for sales forecasting. - Ability to work under...

I am a doctoral student who has conducted mixed method research using a survey that has gleaned approximately 1171 total responses. I am looking for a professional with a strong background in SPSS to guide me through several analyses via zoom while I am doing it on SPSS. The analyses I think I will need are Descriptive statistics, Frequencies, Regression analysis, and ANOVA but I would need the person I work with to confirm this. I am working with both Numeric and Categorical data. Therefore, I need help in navigating these areas and interpreting the results. To perform to my expectations, you need to have: - Proven experience in running and interpreting SPSS analyses - A solid understanding of both numeric and categorical data analyses - Availability to work with urgency as I am ...

I need a seasoned statistician and data analyst proficient in Stata software to execute comprehensive data analysis for me. Key Tasks: - Conducting descriptive statistics, hypothesis testing, and regression analysis on a sizable dataset. - Ensuring that the analysis is thorough, accurate, and adequately covers all variables in the dataset. Specifics: - The dataset is quite large, requiring meticulous handling, especially in terms of time taken for the analysis. - There are a significant number of variables, which implies a considerable volume of data to process. Ideal Candidate: - Must be a Stata expert with proven experience in handling extensive data analysis. - Statistician background is beneficial, as a thorough understanding of statistical tests is required. This is a cruc...

My project requires a professional with expertise in econometrics, specifically regression analysis, using Stata software. It also calls for the delivery of a comprehensive report based on the analysis findings. Key Skills and Experience: - Proficiency in econometrics, particularly regression analysis - Demonstrable experience using Stata for data analysis - Ability to translate analysis results into a detailed, coherent report

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I'm in need of a skilled data analyst to conduct a thorough regression analysis using panel data in R. The primary goal is to understand the impact of one variable on another within a dataset that includes between 6-10 variables. Key Project Requirements: - Utilize panel data: Experience in handling panel data is a must for this project. The ability to understand the nuances of this data type will be crucial for accurate analysis. - Regression Analysis: In-depth knowledge of regression analysis is required, especially in the context of panel data. The ability to extract meaningful insights and estimate the impact of one variable on another is the core task. - Data Interpretation: The successful freelancer will be able to provide clear, concise interpretations of...

...medicine. I have 2 Excel datasheets already prepared for SPSS induction containing about 20 variables. The first dataset contains the measurements for the control group (14 patients) and the second dataset contains the measurements for the disease group (29 patients). I need to analyze the data to find any meaningful differences between the 2 groups (comparing means, using t and x square test, regression analysis etc when applicable) Key Project Details: - Data: The data has been meticulously prepared for SPSS induction and contains approximately 20 variables. - Analysis: - I'm particularly interested in inferential statistics to identify relationships or differences between variables. - Additionally, a correlation analysis is needed to understand the strength and...

I'm intending to launch an online course aimed at enhancing the skills of sales professionals. To promote it effectively on platforms like YouTube and Facebook, I'm seeking a highly cost-effective, patient, and experienced individual proficient in crafting and managing ads. Requirements. 1) Help me create promotional video (advertisement) 2) Run the ads. 3) He/she will be responsible for analyticals and retargeting ads Start your bid with the amount you're bidding. For eg. If you are billing for $20, start your message with $20 and then write "Hi" Someone who is very patient with questions and willing to help me see my online course.

I'm in need of a skilled statistician with expertise specifically in regression analysis, particularly with survey data. The dataset I have comprises between 10-20 variables that need to be analyzed in a regression framework. Key Points: - Crombach Alpha testing - Factor analyses - Regression Analysis: You should have a deep understanding and experience in applying regression analysis to survey data. - Survey Data: Experience with survey data is crucial as the analysis needs to be tailored to this type of dataset. - Variable Management: Managing a dataset with between 10-20 variables is a specific skillset. Ideal Skills: - Proficiency in Regression Analysis - Experience with Survey Data - Proficient in Variable Management and Analysis Your abili...

I'm currently testing the project listing system and would like to invite freelancers to share their past work for my virtual project. The goal of this project is to gather an understanding of how freelancers present their previous work. You can apply by simply sharing your past projects.

I need someone to optimize and run my fiverr profile. I am wordpress developer looking for clients on that platform. I need someone who has experience in running fiverr profile. ONLY APPLY IF YOU HAVE EXPERIENCE AND CAN 100% PROOVE IT! Before hiring you we will have a short interview. Max hourly rate is $3. DO NOT APPLY IF YOU DO NOT AGREE TO PRICE

...data set, I need a professional who can help with a multiple regression analysis. Key Requirements: - Ability to conduct a large-scale regression analysis using cross-sectional data - Experience in identifying key variables in regression analysis - Proficiency in data interpretation and providing meaningful insights from the analysis Your role will be crucial in interpreting and understanding the data to identify these key variables. This will involve the use of statistical tools and an in-depth understanding of regression analysis. It's important to note that due to the extensive nature of the data set, the analysis will require a high degree of accuracy. Ideal Skills: - Strong statistical background - Proficiency in regression analysis - Ex...