Statistics is the practice of collecting and analysing data and then interpreting it to draw conclusions or make predictions. A statistician is a professional who has expertise in this field and can help clients to meet their goals, from making data-driven decisions to gaining meaningful insights.

Statistics can bring clarity to different types of data which can range from marketing data to surveys, sales records to medical tests and more. With the help of an expert statistician, clients will be able to interpret their complex datasets in order to make sense of the results. A statistician will be able to provide detailed insights into a wide range of different topics.

Here's some projects that our expert Statistician made real:

  • Health economics analysis/prediction
  • Report generation and interpretation
  • Evaluating differences in roulette wheels and tables
  • Backtesting strategies with Python/Pinescript
  • Utilizing Excel for pricing comparisons or other data analysis
  • Calculating MAPE (Mean Absolute Percentage Error) with Python
  • Implementing control of the BESS (Battery Energy Storage System) to improve voltage stability in a microgrid
  • Computing with R, an open source programming language

Our stats expert can help clients with any project they have on their plate. With the right knowledge and experience, they can push your business forward. If you need several projects done or one particularly tricky project, our statisticians on Freelancer.com are available for hire here and now. Hire an expert today to get your project underway!

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    103 jobs fundet, i prisklassen EUR
    Master Excel & Sheets Basics+ 6 dage left
    VERIFICERET

    I'm on the lookout for a seasoned tutor who can help me navigate the complexities of Excel and Google Sheets from the ground up. My goal is to grasp the fundamentals, dive deep into data analysis and visualization, and eventually automate tasks using macros and scripts. I believe in the power of in-person lessons as they offer real-time interaction and immediate feedback, which are crucial for a beginner like me. **What I Need:** - In-person tutoring tailored to a beginner. - Comprehensive coverage of Excel and Google Sheets. - Focus areas: - Basic formulas and functions - Data analysis and visualization techniques - Introduction to automating tasks with macros and scripts **Commitment:** - Available for 3-5 hours per week. **Ideal Tutor Skills:** - Proficient in both Exce...

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    I'm on the hunt for a dedicated educator to guide me from the basics to advanced levels in Excel and Google Sheets. My journey will encompass mastering basic formulas/functions, delving into data analysis/visualization, and culminating with macros and automation. Let's break it down: **Teaching Content:** - Basic formulas and functions: Understanding and applying core formulas for daily tasks. - Data analysis and visualization: Interpreting data and crafting insightful visual reports. - Macros and automation: Simplifying repetitive tasks through automation. **Teaching Method:** - I prefer one-on-one coaching sessions, offering a tailored learning experience to address my unique questions and learning pace. **Frequency:** - Our educational rendezvous will occur twice a week, pr...

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    I'm seeking a highly skilled individual or team with a strong background in mathematics, specifically at the postgraduate level, to assist me in developing a comprehensive inventory model. This model will be utilized for managing items that are subject to deterioration, across two separate warehouses, while also factoring in the possibility of shortages. **Ideal Skills and Experience:** - Extensive experience in mathematical modeling and inventory management - Proficient in advanced mathematical techniques, including but not limited to forecasting demand, determining reorder points and order quantities, and analyzing shortage costs - Strong analytical skills with the ability to apply postgraduate level mathematics to solve complex problems efficiently - Previous work on similar proje...

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    Hello, I am Frédéric, head and founder of B2C Advisors, a small boutique firm, helping FMCG players in margin optimization I am looking for my "analytical" and "workshop" lieutenant in an assignement to be done in Portugal for a brand, that will, as category captain , make recos to a top retailer in developing an optimized assortment that boosts overall performance. This person, a data scientist / statistician by education with an exposure to consultant and based in portugal, will have to use a well established analytical method to compute key KPIs including elasticity and present the results in a compelling slides, in PPT and under time constraints. So this person has to have experience in "fixed" duration project (not just time a...

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    a platform like Uber wants efficient matching supply and demand in real-time. riders can always get a ride and drivers have stable earnings. I expect you to: Explore the data and suggest a solution to guide the drivers towards areas with higher expected demand at a given time and location Build and document a baseline model for your solution & Describe how to communicate model recommendations to drivers Think through and describe the design of the experiment that would validate your solution for live operations taking into account marketplace specifics need this to be done in 3 days data can be found here :

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    I'm in need of a data analyst proficient in using Power BI for data visualization. I will be providing the data in CSV file format. Your job will be to help me decipher this data by crafting meaningful and interactive visual reports within Power BI. The following are the key responsibilities and skills required for this project: - Strong experience in using Power BI - Ability to manage CSV file data input - Create clear and effective data visualizations - Excellent communication skills to explain the visuals Strong proficiency in data management and a background in data analysis would be an added advantage. In your bid, please include your previous experience in Power BI data visualization projects.

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    I am looking for an Excel expert who can dissect and analyze customer behavior data, creating insightful, detailed reports. My project's success hinges on accurately understanding customer patterns through meticulous data analysis and presenting findings in a comprehensive format. The ideal freelancer will bring a combination of technical Excel skills and a keen analytical mindset to the table. Key Requirements: - Profound knowledge of Excel, including advanced functions and formula creation. - Proven experience in data analysis, specifically related to analyzing consumer behavior. - Ability to generate detailed reports, summarizing findings clearly and concisely. - Expertise in creating and managing pivot tables for data segmentation and analysis. - Strong analytical skills, with a ...

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    I'm seeking an Excel expert to assist with a critical aspect of my project, focused on intermediate statistical analysis, particularly correlation and regression studies. My data is ready; it just needs the professional touch of someone to dig deep and provide meaningful insights through advanced Excel functionalities. **What I Need:** - Application of correlation and regression analyses to my dataset. - Creation and interpretation of results in a user-friendly manner. - Recommendations on data trends and predictions based on the analysis. **Ideal Skills and Experience:** - Deep understanding of Excel's data analysis toolkit, including pivot tables and advanced formula writing. - Proven experience with statistical analysis within Excel, particularly in applying and interpreting...

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    Data Collection 6 dage left
    VERIFICERET

    I'm looking for a professional to conduct comprehensive quantitative market research within the academic field. Tasks will include but aren't limited to identifying and collecting relevant data to assess market trends, opportunities, and challenges in academia. Ideal Skills: - Experience in quantitative data collection & analysis - Understanding of the academic sector - Proven track record in market research This task requires attention to detail, exceptional analytical skills, and the ability to present data in an easily understandable manner. A background in academia or a related field would be beneficial.

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    I'm seeking a skilled data scientist to perform predictive analysis to optimize retail inventory volume projects. In a dynamic retail context, understanding future stock needs is key to maintaining an efficient operation, with minimal stock-outs or overstock. Your role would be to: • Use historical inventory data to estimate future demand. • Identify inventory trends and offer insights to refine our ordering process. - Predict incoming volume for next 6 weeks Skills and experience needed: • Proficiency in predictive analytics • Strong experience in data analysis. • Understanding of retail logistics. • Ability to communicate findings in a clear, actionable manner. The successful candidate will have a results-oriented approach and be prepared to wor...

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    Bayesian Modeling 6 dage left
    VERIFICERET

    The aim of this project is to apply Bayesian modelling to the movement of a ping-pong ball. Project Outcomes: 1.PDFreport. 2.R Markdown(.Rmd) notebook. This project requires advance knowledge in Bayesian modelling and R programming with STAN and JAGS.

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    I have done the majority of the code and need final bits done. I'm in need of a freelancer with solid experience in statistical analysis, specifically focused on hypothesis testing and regression analysis. This project requires analysis of 5-10 variables, indicating a nuanced understanding of how these variables interact. The analysis needs to be conducted in Stata, so proficiency in this software is non-negotiable. **Ideal Skills and Experience:** - Proficient in Stata - Experienced in hypothesis testing - Skilled in regression analysis involving 5-10 variables - Strong analytical and problem-solving skills - Ability to interpret data and provide meaningful conclusions - Excellent communication skills to explain complex statistical concepts in understandable terms The project'...

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    I'm in urgent need of a freelancer who excels in Python, particularly in the areas of variables and data types, control flow, as well as functions and modules. This set of homeworks requires not only a deep understanding of these concepts but also the ability to explain them in an accessible manner. **Essential Skills and Experience**: - Profound knowledge in Python programming, particularly in the areas highlighted above. - Demonstrated experience in tutoring or homework assistance, especially in Python. - Ability to deliver clear, concise explanations and solutions. **What I'm Looking For**: - Your application should emphasize your experience in Python, including any relevant projects or tutoring roles you've had. - Quick turnaround time is crucial; I'm looking to g...

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    I'm in need of an expert who can indisputably write Python codes to execute an intraday trading strategy that focuses on futures. Time and liquidity are the two critical factors this strategy must accommodate. The Python coder should ideally: * Have proficiency in handling data from platforms like QuantConnect or Interactive Brokers. * Have a deep understanding of futures trading dynamics. * Please note that a backtesting of the strategy is not required. Your ability to deliver crisp and efficient code will hold in high regard. Aside from these, the ability to keep to deadlines and maintain good communication will be a valuable addition.

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    I am seeking an experienced and knowledgeable freelancer to replicate a previous econometric analysis using Stata. The original study used Linear Regression Analysis, and we need to reproduce these results using a different dataset. The essential details of this task include: - Understanding of econometric concepts, particularly in relation to Linear Regression Analysis - Strong command over Stata software for data analysis - Ability to work with and understand a new data source - Expertise in replicating scientific research methodology - Ability to present findings clearly and understandably This project is perfect for someone with a background in econometrics and a robust understanding of regression analysis in Stata. It's an opportunity to apply your analytical skills in a real-w...

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    I am seeking a statistics tutor proficient at the intermediate level, specifically in Statistical Inference. Key tasks will involve creating video tutorials that break down complex concepts into accessible and engaging lessons. The perfect candidate will have extensive experience in statistics, and demonstrated ability to clearly articulate complex information via video tutorials. Experience in teaching or tutoring at a university level is a plus. Your primary focus will be on creating: - Detailed and engaging video tutorials - Lessons specifically focusing on Statistical Inference Skills and qualifications desired: - Expert in Statistics, specifically Statistical Inference - Previous experience in teaching or tutoring - Skillful in creating engaging, informative and clear video tuto...

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    I need a proficient data analyst to examine numerical data from a product price list. You will have the task of analyzing these figures, with particular emphasis on identifying trends, making comparisons, and drawing insightful conclusions. Key responsibilities: - Perform comprehensive examination of provided product price list - Identify and report on trends and patterns - Draw data-derived assumptions that could assist in business decisions Ideal Skills: - Experience in data analysis, preferably with pricing data - Strong proficiency in statistical analysis software and data visualization tools - Attention to detail and accuracy - Excellent skills in communication and report writing This role is suited to someone who can easily interpret complex numerical data and translate it i...

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    As a Hiring Manager, I am in need of a professional who possesses strong data handling and funnel analysis skills. Key Responsibilities: * Analyzing candidate data collected on a daily basis. * Preparing and managing this data using Google Sheets. Ideal Skills and Experience: * Proven experience in handling and analysing talent acquisition data. * Proficiency in Google Sheets. * Ability to analyze and interpret hiring trends and interview performances. * Strong data handling and funnel analysis skills. Your task will predominantly involve statistical, trend, and comparative analysis of candidate application data on a daily basis. Your expertise in conducting such day-wise analysis will greatly contribute to our hiring process.

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    Data analyst 5 dage left

    I'm looking for a skilled data analyst who can efficiently clean data, create engaging visualizations, and perform statistical analysis within a tight timeframe. My project needs to be completed within a month, focusing on delivering high-quality, understandable insights from the provided datasets. **Key Requirements:** - **Data Cleaning:** Enhance the dataset's quality by identifying and correcting any inaccuracies or inconsistencies. - **Data Visualization:** Use tools such as Tableau, Power BI, or similar to create intuitive and informative visualizations. - **Statistical Analysis:** Apply statistical methods to analyze the data and draw conclusions. **Ideal Skills and Experience:** - Proficient in data analysis and visualization tools (e.g., Python, R, Tableau, Power BI). ...

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    Here’s what I need for a Python-based machine learning model: - Utilize my database of 20 years’ worth of daily MODIS fire hotspots to predict outbreak locations and timestamps for the coming 7 days. - Use a Random Forest approach in modeling. - Include an evaluation of humidity levels in the prediction process. - I do not need the model to forecast the intensity of the fire hotspots. To achieve this, the appropriate bidder should possess: - Proficiency in Python, specifically Random Forest libraries like SciKit-Learn. - A strong background in inferential statistics and machine learning. - Experience in analyzing geographical database and meteorological variables. - Excellent predictive modeling skills, particularly in forest fires or a similarly relevant topic. I look fo...

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    I'm looking for an expert in business analytics with exceptional skills in data analysis, data visualization, and predictive modeling. Main Responsibilities: - Analyse and interpret a significant amount of numerical data. - Develop creative visualizations for easy understanding of the analyzed data. - Formulate predictive models based upon the gathered insights. Goal of the Assignment: - The main objective of this assignment is to help me identify key trends and patterns from the collected data that will help to optimize my business decisions. Required Skills: - Proficiency in handling numerical data is crucial for this project. - Deep understanding of business analytics. - Strong knowledge in data analysis, visualization, and predictive modeling. - Dominance in tools relevant to ...

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    I'm seeking a skilled data scientist to contribute to a variety of tasks. Key responsibilities will include: - Data analysis - Machine learning - Statistical modeling Ideally, the candidate will have strong proficiency in Python as it is my preferred tool for data analysis, machine learning, and statistical modeling. The chosen freelancer would be utilizing their skills to interpret and analyze large datasets, develop machine learning models and create accurate statistical models. If you possess these skills and have a grasp of Python programming, you could be a perfect fit for this project.

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    Complex Data Mastery Needed 5 dage left
    VERIFICERET

    As we embark on an extensive data project, our team seeks a skilled freelancer proficient in various aspects of data management. Our primary tasks include data cleaning and formatting, in-depth data analysis and reporting, as well as comprehensive data migration and integration. We're tasked with processing a medium volume of 500-1000 Excel entries, maneuvering through this data maze to streamline our operations and enhance our decision-making process. **Ideal Skills and Experience:** - Proficiency in Excel, including advanced functions and formulas - Experience in cleaning and formatting large datasets - Proven track record in data analysis, able to glean actionable insights - Knowledge of data migration and integration techniques - Ability to work meticulously with attention to det...

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    I'm in need of a highly skilled individual or team proficient in MATLAB for a crucial project centered around data analysis, specifically in the realm of statistical analysis. The primary aim is to conduct an event study, a form of analysis that scrutinizes the impact of singular events on the subject of interest. **Key Project Requirements:** - **Data Analysis:** Proficiency in handling and analyzing large datasets using MATLAB, with a focus on statistical methods. - **Event Study Execution:** Ability to carry out an event study - **Statistical Techniques:** Knowledge of various statistical tools - **Experience:** Proven track record in statistical data analysis, particularly within MATLAB. - **Skills:** Strong understanding of MATLAB programming, statistical analysis, and data v...

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    I'm in need of an exceptional professional to edit and proofread my math IBDP IA that involves graph modeling. The aim of the IA will be to make predictions using historical pollution data from the past 5 years in Dehli, India. An ideal candidate should have a strong knowledge base in: - Data analysis - Calculus - Statistics - Proofreading and editing mathematical content Previous experience with the IBDP IA or similar projects is highly desirable. Excellent attention to detail is a must for the proofreading and editing aspect of this project.

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    CopyTyping 5 dage left

    I am looking for an experienced freelancer to lead a project focused on collecting quantitative data through online surveys targeted at the general public. The ultimate goal is to gain meaningful insights from the data collected to inform our future strategies. **Key Requirements:** - **Survey Development:** Develop engaging and concise online surveys to effectively collect numerical data from a broad demographic. - **Data Analysis Expertise:** Strongly skilled in analyzing survey results, with the ability to interpret numerical data accurately. - **Audience Engagement:** Experience in reaching out to and engaging with the general public online to encourage survey participation. - **Reporting:** Capable of creating comprehensive reports that summarize the data in an understandable way, h...

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    I'm seeking a skilled freelancer to develop a tailored Google Sheet dashboard that focuses on visualizing performance scores. This tool will play a crucial role in my strategy to use specific data for identifying training needs among employees. **Key Requirements:** - Custom Google Sheets dashboard creation with a focus on visualization. - Must incorporate a method to easily input and update performance scores. - Provide insights into data through charts/graphs to pinpoint training opportunities. - Secure handling of sensitive performance data. **Ideal Skills & Experience:** - Proficient in Google Sheets and data visualization tools. - Strong background in HR analytics or related field. - Experience in creating secure, user-friendly interfaces for data input and analysis. - Exc...

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    I require a detailed financial model focused on budgeting and forecasting for our internal team. This model needs to be built with moderate complexity, integrating numerous variables without it being unnecessarily intricate. - Skills and Experience Required: 1. Ideal candidates must possess skills in building budgeting, planning, and forecasting models. 2. Experience in handling various business variables within a financial model is crucial. 3. An ability to present the model in an easily digestible format for internal team members is crucial. This project requires a fine balance of detail and simplicity, ensuring our internal team is able to understand and manoeuvre around the model with ease. I look forward to working with someone who can cater to these specific needs.

    €1387 - €2775
    Forseglet NDA
    €1387 - €2775
    38 bud

    I need someone who has knowledge in Python and YAAFE if you are pls start your bid with YAAFE

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    Python expert.. NOW, 5 dage left
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    I need someone who has knowledge in Python... if you are pls start your bid with NOW

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    Python expert Now -- 10 5 dage left
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    I need someone who is expert in Python prefer if he has knowledege in Yaafe.. if you are pls start your bid with YAAFE

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    Python expert.. NOW 5 dage left
    VERIFICERET

    I need someone who has knowledge in Python... if you are pls start your bid with NOW

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    Python expert. NOW 5 dage left
    VERIFICERET

    I need someone who has knowledge in Python... if you are pls start your bid with NOW

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    Python expert NOW -- 9 5 dage left
    VERIFICERET

    I need someone who has knowledge in Python... if you are pls start your bid with NOW

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    I'm seeking an experienced AI and data analysis expert to design a comprehensive system tailored for hockey players' performance improvement. This project will integrate detailed video analysis with critical statistical data and tactical insights to offer personalized feedback and actionable strategies for enhancing player performance. **Key Project Requirements:** - **AI and Video Analysis**: Implement AI-driven tools to scrutinize hockey game footage. Skills in computer vision and machine learning are essential to annotate videos with feedback highlighting areas for improvement. - **Statistical Performance Analysis**: Incorporate statistical analysis to evaluate player performance thoroughly. Proficiency in data analysis software and an understanding of hockey-specific metri...

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    I need someone who has knowledge in Python and YAAFE if you are pls start your bid with YAAFE

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    Forecasting time series 5 dage left
    VERIFICERET

    The project involves developing and applying forecasting models to predict demand and sales. The candidate will have experience in Python programming, forecasting libraries (Pandas, Prophet, ARIMA, XGBoost), machine learning and statistics. You must also be able to work independently and have excellent communication skills.

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    I need someone who has knowledge in Python and YAAFE if you are pls start your bid with YAAFE

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    Looking for an experienced Python developer, specialized in Vectorbt, specifically for: - Implementing backtesting capabilities to evaluate potential trading strategies. - Designing custom indicators for effective data analysis. The perfect candidate should possess advanced Python skills and thorough understanding of Vectorbt. Prior experience in stock market analysis tools using Python is an added advantage. An appreciation for risk management and precision is appreciated to ensure relevant and quick results.

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    Canadian Financial System and Banking Data Acquisition Expert You are an economist / highly capable researcher who understand how money flows in Canada. Summary: Seeking a specialized Data Acquisition Expert for a project focused on visualizing the Canadian financial system. The task involves identifying and gathering comprehensive data on the Canadian economy, financial system, banking sectors (retail, commercial, investment), money flows, and economic (GDP growth, unemployment rate, inflation rate, etc.) for visualization purposes. You are NOT required to visualize the data. This contract is for identification, and acquisition, and the data. Core Responsibilities: Help define the project scope and strategy. Help define a comprehensive list of data sets to acquire. Acqu...

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    I need an expert to assist me in completing multiple Assessment Questionnaires. Your competencies should preferably include numerical reasoning, verbal reasoning, and inductive or logical reasoning skills. Familiarity with SJT (Situational Judgement Test) and SHL-CEB assessments will be a highly appreciated advantage. This task should take roughly 30-40 minutes. Requirements: • Strong in numerical, verbal, inductive/logical reasoning • Familiarity with SJT and SHL-CEB assessments • Available to engage in a collaborative approach • Fluency in multiple languages English/Arabic will be a plus point

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    Python-Based Market Risk Analysis 4 dage left
    VERIFICERET

    I'm looking for a Python programming specialist who can assist in conducting an analysis focused on market risks. Your tasks will include: - Utilizing Python scripts to analyze and evaluate market risks - Building or improving Python programs aimed at risk assessment - Processing complex financial data to deduce relevant insights Ideal Skills and Experience: - Strong proficiency in Python programming - Prior experience in financial risk analysis, specifically market risk - In-depth understanding of various financial analytical methods - Experience with data processing and interpretation Your bid will be favored if you can demonstrate previous work in similar projects or have a strong foundation in finance and risk management.

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    Se solicita estadista/bioestadista para analizar datos de una base previamente realizada en el contexto de un estudio poblacional y elaborar un análisis descriptivo en formato tabla con datos demográficos y posteriormente realizar análisis estadístico en búsqueda de correlación entre dos variables cuantitativas (nivel de linfocitos y hallazgos en la biopsia).

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    Engage Power BI Dashboards 4 dage left
    VERIFICERET

    I am in immediate need of an expert in Power BI to create impactful dashboards and insightful reports focused on tracking customer engagement. My project entails the translation of customer data from Excel into an interactive dashboard using Power BI. This will enable me to have a better grasp on how customers are interacting with our services. Key requirements and skills for this project include: - **Data Transformation Expertise**: Ability to transform raw Excel data into a structured format suitable for Power BI analysis. - **Dashboard Creation**: Experience in designing interactive dashboards that are not only functional but visually appealing. - **Insight Generation**: Skill in interpreting data to generate meaningful insights on customer engagement. - **Visualization Proficiency**:...

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    I'm seeking an expert Excel trainer to elevate the skills of my students, all at an intermediate proficiency level. The goal is to develop their capabilities in using Pivot Tables, mastering the VLOOKUP function, and effectively utilizing Excel's data analysis tools. This training will empower my team to handle our data processing and analysis more efficiently. What I'm looking for: - Significant experience in conducting Excel training sessions for groups. - Deep understanding of Pivot Tables, VLOOKUP, and Excel's data analysis tools. - Ability to tailor the training approach to an intermediate skill level, ensuring clear understanding and practical application. - Engaging and practical training methods that cater to a larger group. - Strong communication skills to cle...

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    I'm seeking a skilled part-time data analyst who specializes in statistical analysis to join my project. With a focus on delivering insights that can drive my decision-making process, here's what I'm looking for in an ideal candidate: - **Skills and Experience:** - Profound knowledge in Python and/or R for statistical analysis. - Strong background in analyzing data and deriving meaningful insights. - Experience in creating clear, concise reports based on statistical findings. - Ability to translate complex statistical concepts into easy-to-understand terms. - **Project Requirements:** - Conduct comprehensive statistical analysis of datasets provided. - Develop visual representations of data and statistics for easier interpretation and reporting. - Provide per...

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    SPSS 27 Expert Needed 4 dage left
    VERIFICERET

    I'm in search of a freelancer proficient in SPSS 27 to assist with a critical analysis. My project revolves around exploring and analyzing data to uncover patterns that can guide decision-making processes. The focus will be primarily on descriptive statistics and regression analysis. ### Key Analysis Tasks: - **Descriptive Statistics**: Summarizing and describing the essential features of the data to provide a simple overview. - **Regression Analysis**: Establishing the relationship between dependent and independent variables, aiming to predict outcomes effectively. Although the specific variables for bar graph visualization were not determined, I'm eager to work alongside the chosen freelancer to identify the most meaningful ones as we progress. ### Ideal Skills and Experienc...

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    In this project, I am looking to collect statistical data on a niche topic, specifically, the probability of two family members being born on February 29th in a leap year. The analysis should focus on the demographic data from Australia. Key responsibilities will include: - Collection and analyzation of Australia’s demographic data - Computation of birth dates' probability, with an emphasis on leap years - Presentation of this data in an understandable manner Output: - probability of two family members being born in a leap year - comparison to other probabilities i.e winning the lotto Ideal skills and experience for this project include: - Proficiency in Statistics - Understanding of demographic data processing - Ability to communicate complex data in a simplified way ...

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    This project aims to conduct a comparative evaluation of two advanced convolutional neural network (CNN) architectures, EfficientNet-V2 and ResNet, for the task of DR classification. The study utilizes two widely recognized datasets: APTOS 2019 Blindness Detection and IDRiD (Indian Diabetic Retinopathy Image Dataset), providing a diverse collection of retinal images annotated for DR severity levels. EfficientNet-V2, known for its balance between accuracy and computational efficiency, is compared against ResNet, a popular CNN model renowned for its strong performance in computer vision tasks. Both architectures are rigorously trained and optimized using techniques like transfer learning and data augmentation to ensure robust performance across the datasets. The models' performance is e...

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    I'm seeking an experienced AI/ML expert to develop a machine learning model specifically for classifying diabetic retinopathy using image data. This project aims to leverage the potential of AI in medical diagnostics, with a focus on enhancing the precision and reliability of diabetic retinopathy identification. ### Ideal Skills and Experience: - Proficient in AI and ML technologies, with a strong emphasis on image processing and classification algorithms. - Extensive experience with Python, TensorFlow, Keras, or similar frameworks. - Background in medical imaging, computer vision, or related fields. - Familiarity with dataset augmentation and handling large volumes of image data. - Proven track record of developing high-accuracy ML models, preferably in healthcare. ### Requirements...

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