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    2,000 gradient descent linear regression sklearn jobs found, pricing in USD

    ...well-qualified tutor, deeply versed in statistics and probability, to help me strengthen my understanding of several key concepts that form the backbone of my studies. - The key subjects of focus are Statistics and Probability. - Moreover, the distinct concerns within these subjects include the following: - Mean, Median and Mode - Probability Distributions - Hypothesis Testing - Linear Sparse Model - Large Inverse Covariance Matrices - Sparse Vector Auto Regressive Models - Concentration Bounds The ideal candidate should have advanced knowledge in these areas, and preferably experience in tutoring at a postgraduate level. An ability to impart knowledge effectively and deliver valuable input and guidance on academic projects is highly sought after...

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    ...testing, and regression analysis. Ideal Skills: - SPSS proficiency - Versatility in various data analysis tasks Those willing to bid on this project should; - Highlight their SPSS proficiency and mastery in their responses. - Include their direct and equivalent experience in data analysis using SPSS software. - Linear models: Introduction to linear models Fitting linear models Multivariate linear models Assessing confounders and interactions Fitting and interpreting linear Models with several predictors. - Logistic regression: Interpreting logistic regression models. Model ...

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    InDesign tables 9 days left

    as briefed - only use awards from excel tab "2023" Keep same format and same columns! (do not add Recognition or Represent columns, ignore those two) Keep same fonts, font colour and size of text used in indd shared The only change is the heading to change to "Name of Name of Project / Division / Individual" (so add th...awards from excel tab "2023" Keep same format and same columns! (do not add Recognition or Represent columns, ignore those two) Keep same fonts, font colour and size of text used in indd shared The only change is the heading to change to "Name of Name of Project / Division / Individual" (so add the word 'Individual' at the end) The colour gradient in the bar should change to the supplied two gradient...

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    I'm looking for a talented web designer with a knack for CSS animations. A similar animated gradient text effect to the one seen at should be created. This effect is strictly for the homepage of my website. I want exactly the same like "Luma" text.

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    I am seeking a competent Adobe Animate artist and coder with experience in creating interactive prototypes. The project will simulate a desktop environment where the user will follow a linear path or steps in order such performing a web search, scrolling through results and clicking on a predetermined link to bring up a search page. All graphic elements will be provided by us as vector layers for you to make interactive within the prototype desktop environment. Key points to note about the project: 1. **Level of Interactivity**: The outline project needs advanced interactivity. This includes but is not limited to the development of simulated desktop environments. 2. **Graphic Elements**: The graphic elements that will be deployed in this project are majorly Vector graphics. The...

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    I am seeking a skilled developer who is capable with one or more of the following: Python, Node Red, Home Assistant, JavaScript, HTML, and Raspberry Pi. This project will involve developing a GUI for a data acquisition product. While there is no specific programming language pre...beneficial. - Generate custom Node Red Dashboard GUI based on I/Os from/to PiPlates DAQC2 board. - Setting up Home Assistant to integrate IoT wireless sensors. - Providing a user friendly method of operating Raspberry Pi4 or 5. - Integrating Canvas Gauges with Node-Red. - Fabrication of fixed and end-user adjustable scaling tables to match sensor values with the gauges and to correct for non-linear sensors. - End user must be able to select the alarm (notification) value of each screen icon (gauge or ...

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    ...embedded within the page, with no external references. This page is for customizing a Cloudflare challenge. Requirements: - Strong HTML and CSS proficiency - Experience translating Figma designs to HTML - Responsive web design expertise - Familiarity with SVG elements - Meticulous attention to detail - Ability to meet tight deadlines Project Details: - The straightforward page features a CSS gradient background, an adaptive SVG shape (no images), a logo (SVG), an h1 title, and a CSS container designated for a future Cloudflare widget implementation (by us). - No JavaScript, animations, or functionalities are required. - The page MUST be fully responsive for optimal viewing across devices. - All styles must be included within the HTML, with no external references. - Compl...

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    ...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...

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    We are looking for an experienced automation engineer to customize the work flow of our machine. We are open to suggestions. Raspberry Pi 4b Delta Touch Screen (DOP-110WS) Panasonic Minas Driver (MADLN05NE) Panasonic Servo Motor (MHMF092L1U2M) Mitsubishi-J2-Driver Sunx sensor lx-100 US2881-Melexis We will need to control the torque, speed and positioning of the servo and linear motor. Also, we will need to select the colour from touchscreen that the colour sensor needs to detect. We will also be using 3 Stepper motors and drivers for the project.

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    I'm looking for an expert with a strong background in statistics and data interpretation, specifically with performing multiple regression analyses. The database in question is all about statistics. This project requires you to apply this advanced statistical method to our data, address multiple questions about variables and their influence on each other, as well as factors contributing to particular outcomes. Your task will be to present all findings in a 2000-word essay. Here's what I need: - A thorough, clear interpretation of the database - Multiple regression analysis to answer various statistical queries - Clear explanation of how different variables affect each other - Insight into factors contributing to specific outcomes - A well-written, insightful 200...

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    Model Requirements: Age Range: 18 to 50 years old Gender: Open to all genders Ethnicity: Specifically seeking individuals of Middle Eastern descent Body Type: Focusing on fit, moderate curvy and plus-size builds Project Description: This is a fitness-themed photo shoot aimed at celebrating body positivity and fostering a spirit of inclusivity and diversity. The target audience is primarily Arabic-speaking. Wardrobe: Participants should wear fitness attire. We encourage the use of vibrant and bright colours. Location: Dubai, UAE Date: 30th March 2024 Time: 9 pm onwards

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    I'm looking for an expert to help me optimize algebraic equations for productivity efficiency, especially using gradient optimization in the context of calculus and mathematical functions. Skills & Experience Required: - Strong grasp of algebra optimization - Experience in gradient optimization - Proficient in calculus and mathematical functions EN ESPAÑOL

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    As the project owner, I'm looking for a proficient freelancer who can demonstrate competence in statistical data analysis using Excel. While I didn't specify the exact tasks in the questionnaire, the freelancer should be versatile in performing: - Descriptive statistics - Hypothesis testing - Regression analysis The purpose of this analysis is also open-ended. It could be for decision-making, identifying trends, or forecasting future outcomes. Ideal candidates should possess: - Robust knowledge of Excel and data analysis tools of the software - Previous experience with statistical data analysis projects - Ability to understand and respond effectively to project needs In your application, even though I didn't specify what you should include, it would be benefic...

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    Trophy icon car rental logo 19 hours left

    Seasonal business car rental. It has to be linear, minimal and easy The name is Vryko cars and the logo of the main business is attached

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    I'm looking for a talented packaging designer to assist me in creating a modern and impactful design for a tin box that contains motorcycle parts. Th...black, which are our brand colors - Please refer to the attached current brand design moldboard for reference (but do not copy, we are looking for creative ideas here) and the source file for sizing reference - Logo must remain the same - The creation of a BOLD and modern design that can stand out, refer to current design -DO NOT USE design that may look too fancy/soft/cute looking. -DO NOT USE gradient as it does not print - Ideally, previous experience in package design for automotive products Your understanding of current design trends and your ability to embed brand identity in the packaging design will be invaluable fo...

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    ...receive data files which will contain meta data and a folder of images from Instragram scraping of image posts for two organisations (LornaJane and lululemon). There are only posts with a photo image in the files (there are no sidecars or videos). You will then need to run Open CV and sentiment analysis (post description) on the modified file and merge the relevant data files to produce a suitable regression file. 2) Hypotheses: Advertising professionals often share effective visual content from their industry experience, although those are not formally tested yet. Search for recent relevant articles such as academic journal, newspapers, blogs, and industry reports about effective visual content strategy on social media. From your search, formulate some preliminary hypotheses ab...

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    Trophy icon NOOA Logo Design 4 days left

    1.I have uploaded to version of the logo that I need redone professional. the Circle Gradient: Use Adobe Illustrator to open the original logo (NOOA /image #1). Select the circle with the gradient and adjust the gradient colors to make them lighter while keeping the same hues. You can do this by selecting the circle, then adjusting the gradient stops in the Gradient panel. the Red Line: Ensure the red line is positioned behind the truck wheels. You may need to rearrange layers or adjust the stacking order of elements in the logo to achieve this effect. Out Lines and Circles: Use the Align panel or the Direct Selection tool (shortcut: A) in Adobe Illustrator to straighten out any lines, circles, or other shapes that appear distorted or uneven. You ca...

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    I'm seeking a seasoned web-tester to conduct functional testing on my company's internal web application. This application is of moderate complexity, encompassing multiple pages and some complex features. Key Responsibilities: - Ensure all application functions work as intended - Identify, record, and document bugs - Execute thorough regression testing when bugs are resolved - Develop and apply testing processes for new and existing features. Skills Needed: - Proven work experience in software quality assurance - Experience in writing clear, concise and comprehensive test plans and test cases. This task requires detailed reporting and clear communication. I look forward to receiving your bids.

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    As a software development team, we're currently seeking an expert in Java, with robust proficiency in automation testing to help in identifying regression errors in our system. In particular, we highly prefer individuals that are skilled in * Working with Selenium as the testing framework * The identification of regression errors * Extensive experience in automation testing in Java Thereby, providing an effective way to streamline our testing process and to enhance our overall development efficiency. Please ensure you provide evidence of your previous work relating to Java automation testing.

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    I'm looking for a creative designer who can create a business logo that stands out for brand recognition and awareness. The logo should h...integrated into the design. I'll share more details about it separately. The business name is: In God We Truhst. I would like the "T" as Jesus hanging on the cross. I have some logos that I am partially satisfied with from a previous designer. I can provide them if needed so you can get an idea of the vision. The image that was supplied represented Jesus in the European descent. I would like for Jesus to represent African descent with ethnic features. Or no features at all. Ideal Candidate: - Deep understanding of color psychology in design - Creative bent of mind to create distinctive logos - Excellent communi...

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    I am looking for a statistician who has expertise in using R or similar software to run a logistic regression with robust standard errors using the dataset attached. Then, you give me a generally statistically acceptable output. I have already run a primary logistic regression with robust standard errors. The primary model, in all respects, looks okay, but its specificity is 0.000. Have a look at the primary logistic regression output attached and improve the specificity (from 0.000) by adjusting the threshold (from 0.5) in your logistic regression with robust standard errors using the dataset attached. The dependent variable is ELECTIONSTATUS. My target independent variables are ELECTORAL_GOVT and EDM, both of which are categorical variables. I need the effect...

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    it should be a Machine learning model with tensorflow or yolo as your wish it should have compulsor features i.e. Helmet Detection Traffiic Light Violation by vehicle Wrong lane Vehicle detection Overspeeding Detection by vehicle and it also include a basic UI for a admin dashboard in which user can can see videos on which model is working and their adjacent live detections . and wh...models detects any violation it should capture a image of vehicle and then extract and clean the number plate of that vehicle and store to a database with correspond to all details For Dataset Part I am not going to use this model in production level so you can extract any dataset related to problem from github or Kagle and also i want code and documentation of this project in working state having descent...

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    Trophy icon Contemporary Meme Coin Creation 25 days left

    Designing a token for BOSS (Built On Self Success) should be a creative and ...success, while black adds a touch of sophistication and elegance. Blue and white: Blue represents trust and stability, while white conveys purity and clarity. Red and silver: Purple signifies creativity and ambition, while silver adds a modern and futuristic touch. Background: The background of the token design could be clean and minimalist to ensure the focus remains on the logo and symbol. A gradient or pattern could be used to add visual interest without distracting from the main elements of the design. Overall, the token design should capture the essence of BOSS - built-on-self-success, ambition, and empowerment. It should resonate with holders and inspire them to believe in their ability to achieve ...

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    Analyze the dataset in respect to the provided research aims

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    I'm in need of a professional who can assist with regression analysis on a survey data. Specifically, the job involves analysing a dataset with more than two variables. Key responsibilities and tasks involved: - Conducting a multivariate regression analysis on the provided survey data. - Interpreting the results and creating an easy-to-understand report. Ideal Skills: - Strong proficiency in statistics and experienc in regression analysis. - Deep knowledge of statistical software such as R, SPSS or similar. - Prior experience with survey data analysis. - Excellent report writing skills, with the ability to simplify complex data. - Accuracy and attention to detail. Candidates who can provide sample projects or case studies of similar work performed will be gi...

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    ...Visualization: Create visualizations such as histograms, scatter plots, and time series plots to explore relationships between variables and identify patterns. **5. Modeling** - Regression analysis: Develop regression models to quantify the relationship between ticket prices and factors such as flight demand, flight capacity, time of booking, and seasonality. - Demand forecasting: Use time series forecasting techniques (e.g., ARIMA, exponential smoothing) to predict future demand for flights based on historical booking data. **6. Evaluation** - Model evaluation: Assess the accuracy and performance of regression models and demand forecasting models using appropriate metrics (e.g., R-squared, mean absolute error). - Sensitivity analysis: Conduct sensitiv...

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    Regression 1 day left

    More details: Is this project for business or personal use? Personal What type of regression analysis are you interested in? Linear Regression What program do you prefer your regression analysis to be conducted in? Eviews

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    I require a skilled graphic designer to convert a sketch image into a high complexity level vector file in AI format. Extensive experience with Adobe Illustrator is needed, to manage intricate details and complex gradient colours effectively. Key Skills and Experience: • Proficiency in Adobe Illustrator • Ability to translate complex drawings into vector graphics • High level of accuracy with color reproduction. Specific colors need to adhere to precise guidelines, which will be provided during project commencement. • Proven experience in vector conversion, especially with intricate sketches. I look forward to receiving your bids and seeing your portfolio of previous similar work.

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    I'm seeking an expert statistician versed in conducting in-depth linear mixed modelling. The main objective here is to analyze and comprehend intricate relationships among several variables, a task requiring precision and detailed knowledge in applied statistics. You'll be working with time-series data. Having dealt with this data type before will be a great advantage, ensuring an apt understanding of the possible challenges and solutions. Adding to that, this project's complexity will stretch beyond mere bivariate analysis as three or more variables are set to be incorporated. Key skills needed: - Expertise in statistical analysis - Proficiency in handling time-series data - Experience in multi-variable linear mixed models - Excellent attention to detail ...

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    Tasked with executing a fundamental logistic regression analysis, I'm specifically looking to assess probabilities of events. Armed with a ready-to-use dataset, the perfect freelancer for this project should execute this without requiring any data cleaning or preprocessing. The skill sets and experiences expected for this project include: - Profound knowledge and expertise in R language - Significantly experienced with logistic regression techniques - Proven analytical and problem-solving skills - Strong data interpretation abilities. - Prior experience in similar statistical analysis projects will be an added advantage. Your role will be to: - Execute a clean logistic regression using the provided dataset - Determine the probability of an event occurring. A ...

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    As a startup, our US-based ecommerce platform focuses on culinary delights. We are in need of a professional video editor who can expertly trim an...Background Music: As the saying goes, the right music can make or break a video. We need you to source and add soothing or engaging background music, suitable for the cooking theme. Ideal candidates for this project are those who have experience in video editing, particularly in the food sector, and are also familiar with ecommerce platforms. Experience in using time-based corrections and non-linear editing software are beneficial. Though the client has skipped the preferred video format, we'd appreciate suggestions on this matter. Ultimately, we're chasing perfection, and if you have it in you to provide that, we'd be t...

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    For my master's thesis, I would like to get some help with my data-analysis. I have performed experiments on understorey herbs. I'm seeking for a professional data-analyst who can perform, among other things, a statistical analysis using Anova-tests, linear mixed-effect models, Pearson-correlation-analysis and stepwiste multiple regression and write a 10 pages results part about it. Contact me for further information. Furthermore, I would love some help to put my word document in Overleaf and with my citations as well.

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    Trophy icon Create Logo - 22/03/2024 02:28 EDT 11 hours left

    Need logo RY Home Loan & Financial Services Our services: Home Loans Requirements : - Clean logo - No 3D logos - No titled logos - No Emboss effect - No Gradient

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    We are looking for an experienced automation engineer to customize the work flow of our machine. We are open to suggestions. PLEASE NOTE: We are not planning to use a PLC. Pan...looking for an experienced automation engineer to customize the work flow of our machine. We are open to suggestions. PLEASE NOTE: We are not planning to use a PLC. Panasonic Minas Driver (MADLN05NE) Panasonic Servo Motor (MHMF092L1U2M) Delta Touch Screen (DOP-110WS) Mitsubishi-J2-Driver Sunx sensor lx-100 US2881-Melexis We will need to control the torque, speed and positioning of the servo and linear motor. Also, we will need to select the colour from touchscreen that the colour sensor needs to detect. We will also be using 3 Stepper motors and drivers for the project. KINDLY NOTE: All quotes to ...

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    ...Here's what I need: - Application of regression analysis, specifically multiple linear regression, to analyze my project data in R Studio. - I already have a specified regression model to be implemented. Your role will be to accurately apply this model to my specified set of data. - Prior experience with quantitative data analysis, notably with dissertation-level data, would be ideal. An understanding of psychology-related terminology and constructs will be highly beneficial. - The freelancer should possess strong analytical and problem-solving skills, ability to work independently, attention to detail and high proficiency in R Studio. This job requires excellent communication skills to ensure I clearly comprehend the application and outcomes of the ...

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    ...function signature to be : void convertYUYVtoRGB8888_neon (uint32_t *rgbDest, const uint16_t *yuyvSrc, int pixelsWidth, int pixelsHeight) YUYV uses 16 bit pixels, but a color conversion requires 2 pixels, as the Y value is shared between each 2 pixels. The resulting RGB pixels are ARGB32, with the alpha channel set to 0, so basically RGB. 2. Write an image resize/re-sample function using bi-linear interpolation. This is for a realtime image processing application and needs to be implemented using Arm Neon SIMD. We are currently using a nearest neighboor interpolation resize, which is fast but relatively poor quality. We want the function signature to be : void resample_image_neon(uint32_t srcRgbbuf, uint32_t destRgbBuf, int imgWidth, int imgHeight, float scaleX, float s...

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    We are looking for an experienced automation engineer to customize the work flow of our machine. We are open to suggestions. PLEASE NOTE: We are not planning to use a PLC. Pan...looking for an experienced automation engineer to customize the work flow of our machine. We are open to suggestions. PLEASE NOTE: We are not planning to use a PLC. Panasonic Minas Driver (MADLN05NE) Panasonic Servo Motor (MHMF092L1U2M) Delta Touch Screen (DOP-110WS) Mitsubishi-J2-Driver Sunx sensor lx-100 US2881-Melexis We will need to control the torque, speed and positioning of the servo and linear motor. Also, we will need to select the colour from touchscreen that the colour sensor needs to detect. We will also be using 3 Stepper motors and drivers for the project. KINDLY NOTE: All quotes to ...

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    I am in need of a statistical analyst proficient in using R Studio for numeric data manipulation. My project involves: - Data Visualization: Transforming the numeric data into a visual format that ca...project involves: - Data Visualization: Transforming the numeric data into a visual format that can effectively communicate the underlying trends and patterns. A skillful understanding of creating interactive plots and dashboards would be a bonus. - Statistical Analysis: Applying appropriate statistical methods to the numeric data to draw conclusions and support decision making. Experience with regression analysis is preferable. This project calls for an expert with a good understanding of R Studio, data visualization and statistical analysis. Experience working with numeric data...

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    I'm looking for a talented graphic designer who can create an elegant and classic graffiti script-style logo for my business, "Elite Barbershop". The design should be entirely text-oriented. Key requirements include: • Primary Colours: The design must incorporate a gradient of dark purple and blue. • Styling: I'm after a design that aligns with an elegant and classic graffiti style. Essential skills for this job include logo design, graphic design, and experience with graffiti aesthetics. Knowledge in color gradients and proficiency in generating designs that effectively communicate the desired brand image is necessary. The ideal freelancer would have previously worked with creating logos in the barbering or beauty industry. If that's you, I�...

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    I have these two logos I have been inspired by. The output should be a combination of them both to create something cool. Things that need to be in the logo: -Triangle -Contour Map (Isolines) -Mountain (3D Map) -Colors (gradient of colors or up to your creativity) - Timeline: time is of the essence for this project. I need this logo ASAP.

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    I need a skilled data analyst who can competently carry out a range of analyses on my data set. Specifically, your tasks will include: - Descriptive analysis, to provide an understanding of the basic features of the data - Inferential analysis, to draw conclusions beyond the immediate data - Predictive analysis, with the main goal of making predictions and forecasts R programming software is the preferred tool for this job, so skills in this area are a must. Ideally, the freelancer should have extensive experience in working with statistical analysis and forecasting tasks. The outcome of this project aims to bring meaningful insights from the data and accurate forecasts. Your analytical talent will be pivotal in enhancing the utility of this data.

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    ...and analyst who will work on my compiled inventory, customer, sales, and financial data. I aim to provide our customers with valuable market data to position themselves. Key responsibilities will include: 1. **Predictive Analytics**: Utilize machine learning algorithms to forecast future sales based on historical data, market trends, seasonality, and other relevant factors. Techniques such as regression analysis, time series forecasting, and ensemble methods can help you predict sales with greater accuracy. 2. **Customer Segmentation**: Apply clustering algorithms such as K-means clustering or hierarchical clustering to segment customers based on purchasing behavior, demographics, or other characteristics. This allows you to identify distinct customer segments and tailor marke...

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    We are looking for an experienced automation engineer to customize the Panasonic Minas Servo & Driver Control for my industrial automation processes. The project also include Delta Touch Screen HMI, Linear Motor and Mitsubishi Melservo Driver. Panasonic Minas Driver (MADLN05NE) Panasonic Servo Motor (MHMF092L1U2M) Delta Touch Screen (DOP-110WS) We will need to control the torque, speed and positioning of the servo and linear motor.

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    I'm in need of a data analyst, capable of performing descriptive statistics and correlation tables, along with two linear regressions using Excel. I aim to identify trends and patterns that will help in improving operational efficiency and bolstering data-driven decisions. • The project involves analysis of data sourced from a Spreadsheet/Excel file. • The ideal freelancer should be skilled in Excel, descriptive statistics, linear regression and data interpretation. • The purpose of the research is not just to understand the current state of affairs but to make strategic decisions for the future. • A background in market research will be beneficial for the project. Your task will be to provide me with a comprehensive report detailing y...

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    I am in search of a proficient freelancer who can guide me through the process of learning and constructing coding frameworks for advanced energy demand forecasting methodologies to analyze the linear and non-linear trends of weather, urbanization, GDP & price with energy demand. My focus is on leveraging statistical and machine learning techniques for a trio of applications: energy demand(consumption ) forecasting and production/imports gap. Key Elements of the Project: - Introduction to and code development for ARIMAX, SARIMA, MARS, Random Forest, and XGBOOST models. - Application of these models to energy production/imports demand analysis, with a specific eye on predicting energy consumption and forecasting demand. - Utilization of diverse data sets including histori...

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    Trophy icon Red Bar Logo Creation Ended

    ...for a brand named Red Bar. I am gravitating between the styles of modern minimalism to bold and vibrant colors, leaning more towards a fusion of both. - The logo should comprise a combination of red, gray, white, and black. - Keep 'Red' as the primary focus in the color scheme. However, feel free to show flexibility with the other colors, i.e., white, black, and gray. - The design could be a gradient of the color scheme or use the colors separately, alluding to the midway modern and minimalist theme combined with bold and colorful aspects. -The full Cai symbol as shown in the attached image should be incorporated into the design, for instance maybe inside the D or B, or the entire logo, or on the side etc. Ideal skills and experience include: - Proven graphic design...

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    ...Learning Engineer to work on a project. Though I have no specific preference for the algorithm to be used, I trust the right individual for the job would make the best selection. Skills and Experience: - As this project is suitable for a beginner level developer, prior experience solely focused on Machine Learning isn't strictly necessary. - Knowledge of basic ML algorithms such as Logistic Regression, Random Forest or Neural Networks is required. - Having a relevant degree in Computer Science or related fields would be a plus. Applicants need to: - Provide detailed information about their past work related to Machine Learning or in the broader field of Data Science. This will be essential for demonstrating capability. Looking forward to receiving applications from aspi...

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    ...sheet optimisation model. This project aims to enhance our financial analysis, risk management, and strategic decision-making capabilities. The ideal candidate will have a solid understanding of financial principles and experience in applying Python for complex financial modeling and analysis. Key Responsibilities: Design and develop a balance sheet optimisation model using Python, focusing on linear and dynamic programming initially, and incorporating stochastic modeling in later phases. Work closely with our financial team to understand requirements and integrate financial data sources, ensuring accurate and efficient data processing. Develop and implement algorithms for optimisation, risk assessment, and scenario simulation, addressing the complexities of financial markets a...

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