1001 Freelance Projects
Latest Projects from Freelance Marketplaces
Today is: 19-Sep-2025 04:19 GMT
View Project
View this project in detail (Note: you will be redirected to external marketplace)
Project title: Regression Analysis of golf data with Machine Learning models
Posted by: External project from PeoplePerHour
Started: 03-Feb-2025 12:16 GMT
Description: I am looking for someone to help with regression analysis of a large dataset of golf related stats. I would like for the model output to be usable in excel. I am happy to pay by the hour or as a set fee for each project.

I have experimented with azure (including ensemble models) and google’s automl but that results haven’t been good enough; I suspect because of overfitting. I have then been making predictions through the endpoints provided within this service.

Therefore, I am looking for someone to:
• Analyse the large dataset to create a better dataset by removing columns, adding extra columns, explaining links between columns etc. Many of the columns are highlight correlated to each other so this may be part of the reason of overfitting.
• Run an improved dataset through several appropriate machine learning models. The model should be as complex as needed but no more complex than that.
• Output a model that I can then easily use in excel, to make future predictions. Ideally, I would also like to integrate this fully into my SQL database.

I would like this performed on my smaller womens golf dataset, and if successful, I would like the process repeated on my larger mens golf dataset. In addition, in the future I will be creating more models for data subsets where even more data is available.

The main part of the database is the process which converts raw scores to adjusted scores. The raw scores are generally between 63-80 and you can see them here (R1-R4 columns)

https://www.pgatour.com/tournaments/2025/att-pebble-beach-pro-am/R2025005/leaderboard

I take these raw scores and convert them to adjusted scores in my SQL database. The process of converting them mainly involves calculating the field strength and then offsetting the raw scores accordingly. Field strength is a measure of the average ability of the players within a tournament. By offsetting raw scores to adjusted scores, I analyse the two different golfers on opposite sides of the world, even though they may have never played in the same tournament.

The adjusted scores are then converted to hundreds of different categories, over different time periods, along with a few other columns such as the date.

I have been performing simple regression on this data to make future predictions of a golfer’s ability but I would like to experiment with a more complex model in the hope of creating more accurate predictions.

Many thanks for taking your time to read through this and please let me know if you would like me to send you a more detailed spec as well as some sample data. After receiving the more detailed spec and sample data, please explain which ml model(s) you intend to use and why you think that is a good fit for my project. Please also explain how I will then use this model for future predictions.
Project ID: 3420092
Project category:
Project budget:
View this project in detail (Note: you will be redirected to external marketplace)
Last Projects / Browse Projects
  Project Started
Create rooms management system
Category: HTML, UI / User Interface, User Experience Research, Web Development, Website Build
Budget: $30 - $250 USD
19-Sep-2025
04:04 GMT
مهندس معماري للعمل عن بعد
Category: AutoCAD, Building Architecture, Home Design
Budget: $8 - $15 USD
19-Sep-2025
04:03 GMT
Wordpress expert developer needed
Category: CSS, HTML, PHP, Web Design, Web Development, Website Management, WordPress, WordPress Design, WordPress Multilingual, WordPress Plugin
Budget: $10 - $30 USD
19-Sep-2025
04:03 GMT
Next Level Padel
Category: After Effects, Corporate Identity, Graphic Design, Illustration, Logo Design
Budget: $30 - $250 USD
19-Sep-2025
04:02 GMT
Update AssistancePluss Website with New Page
Category: Web Design, WordPress
Budget: $10 - $30 USD
19-Sep-2025
04:01 GMT
Healthcare App and Website Development
Category: Android, Android App Development, IOS Development, IPhone, Mobile App Development, PHP, User Experience Research, Web Development
Budget: ₹12500 - ₹37500 INR
19-Sep-2025
04:01 GMT
WordPress Divi Expert - with SEO and graphics
Category: Full Stack Development, Graphic Design, PHP, SEO, Shopify, Web Design, Web Development, WooCommerce, WordPress
Budget: $250 - $750 CAD
19-Sep-2025
04:01 GMT
WordPress Divi Expert Needed - with SEO and graphics
Category: Full Stack Development, Graphic Design, PHP, SEO, Shopify, Web Design, Web Development, WooCommerce, WordPress
Budget: $250 - $750 CAD
19-Sep-2025
04:00 GMT
Sales Panel & OTP Booking Upgrade
Category: API Development, HTML, JavaScript, Mobile App Development, MySQL, PHP, Web Development, Web Design
Budget: ₹12500 - ₹37500 INR
19-Sep-2025
03:59 GMT
Family Photo Edit
Category: Adobe Lightroom, Facial Recognition, Graphic Design, Image Processing, Photo Editing, Photo Retouching, Photoshop, Photoshop Design
Budget: $30 - $250 USD
19-Sep-2025
03:58 GMT
Sports Media Web Platform Build
Category: Content Management System (CMS), Graphic Design, HTML, Laravel, Payment Gateway Integration, PHP, Web Development, Web Design
Budget: min $100000 USD
19-Sep-2025
03:57 GMT
Interactive Brassware Booth Design
Category: 3D Layout, 3D Modelling, Architectural Visualization, Interior Design
Budget: ₹600 - ₹1500 INR
19-Sep-2025
03:56 GMT
Job Application Support
Category: Content Writing, Data Entry, Email Marketing, Project Management, Recruitment, Time Management
Budget: $10 - $30 USD
19-Sep-2025
03:55 GMT
Fix Startup Crash in AI Automation
Category: AI Development, AI Model Development, Application Packaging, Application Performance Monitoring, C#, Programming, Debugging, Software Engineering, Software Testing
Budget: $250 - $750 USD
19-Sep-2025
03:54 GMT
React Native Engineer for Fintech App Completion -- 2
Category: Android, API Integration, Expo, Figma, Frontend Development, IOS Development, IPhone, JavaScript, Mobile App Development, React Native
Budget: $15 - $25 USD
19-Sep-2025
03:54 GMT
Browse All Projects
Projects by Skills ...
Projects for 'android'
Projects for 'ajax'
Projects for 'asp'
Projects for 'aspnet'
Projects for 'cms'
Projects for 'cpp'
Projects for 'csharp'
Projects for 'css'
Projects for 'delphi'
Projects for 'design'
Projects for 'drupal'
Projects for 'excel'
Projects for 'facebook'
Projects for 'flash'
Projects for 'html'
Projects for 'java'
Projects for 'javascript'
Projects for 'joomla'
Projects for 'iphone'
Projects for 'mysql'
Projects for 'photoshop'
Projects for 'php'
Projects for 'python'
Projects for 'ruby'
Projects for 'seo'
Projects for 'sql'
Projects for 'sysadm'
Projects for 'translate'
Projects for 'typing'
Projects for 'twitter'
Projects for 'vbnet'
Projects for 'xml'
Projects for 'wordpress'
Projects for 'writing'
Read RSS feeds ... New!
RSS feed for 'android'
RSS feed for 'ajax'
RSS feed for 'asp'
RSS feed for 'aspnet'
RSS feed for 'cms'
RSS feed for 'cpp'
RSS feed for 'csharp'
RSS feed for 'css'
RSS feed for 'delphi'
RSS feed for 'design'
RSS feed for 'drupal'
RSS feed for 'excel'
RSS feed for 'facebook'
RSS feed for 'flash'
RSS feed for 'html'
RSS feed for 'java'
RSS feed for 'javascript'
RSS feed for 'joomla'
RSS feed for 'iphone'
RSS feed for 'mysql'
RSS feed for 'photoshop'
RSS feed for 'php'
RSS feed for 'python'
RSS feed for 'ruby'
RSS feed for 'seo'
RSS feed for 'sql'
RSS feed for 'sysadm'
RSS feed for 'translate'
RSS feed for 'typing'
RSS feed for 'twitter'
RSS feed for 'vbnet'
RSS feed for 'xml'
RSS feed for 'wordpress'
RSS feed for 'writing'
New!
Проекты на русском
(Projects in Russian)

Short URL:
1001fp.com
Mobile version:
m.1001freelanceprojects.com
Copyright © 2005-2024 1001 Freelance Projects