1001 Freelance Projects
Latest Projects from Freelance Marketplaces
Today is: 12-Sep-2025 02:10 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
Refine AI-Generated Fox Knife Handle
Category: 3D Modelling, Simulation
Budget: $10 - $30 USD
11-Sep-2025
22:03 GMT
Fix WordPress SMTP Email Issues
Category: SMTP, WordPress
Budget: $10 - $30 AUD
11-Sep-2025
22:02 GMT
Detailed Resin Viking Figurines
Category: 3D Animation, 3D Design, 3D Drafting, 3D Modelling, 3D Printing, 3D Rendering, Casting, Product Design
Budget: $30 - $250 USD
11-Sep-2025
22:02 GMT
Chocolate Bite Pencil Box Design
Category: 3D Animation, 3D CAD, 3D Design, 3D Layout, 3D Modelling, 3D Printing, 3D Rendering, Graphic Design
Budget: ₹600 - ₹1500 INR
11-Sep-2025
22:00 GMT
Facebook Ad Campaign for High-End Cabinets
Category: Advertising, Copywriting, Digital Marketing, Facebook Ads, Facebook Marketing, Internet Marketing, Lead Generation, Social Media Marketing
Budget: $250 - $750 USD
11-Sep-2025
22:00 GMT
Roleplay Partner for Sales Practice
Category: Business Development, Sales, Sales Management, Virtual Assistant
Budget: ₹100 - ₹400 INR
11-Sep-2025
21:56 GMT
3D BILLBOARD VIDEOS for Curved Screens
Category: 3D Animation, 3D Modelling, 3D Rendering, After Effects, Video Services
Budget: $10 - $30 USD
11-Sep-2025
21:56 GMT
Modernize SaaS UI (Figma to React/Tailwind)
Category: Figma, Frontend Development, JavaScript, Node.js, PHP, PostgreSQL, React.js, Web Design
Budget: $8 - $15 USD
11-Sep-2025
21:54 GMT
NIW RFE Response Review
Category: Editing, Immigration, Legal Analysis, Legal Consultation, Legal Writing, Proofreading, Report Writing
Budget: $250 - $750 USD
11-Sep-2025
21:54 GMT
Chinese Translator for Fashion Blog
Category: Content Writing, Fashion Consulting, Fashion Design, Fashion Writing, Simplified Chinese Translator, Traditional Chinese (Hong Kong), Traditional Chinese (Taiwan), Translation
Budget: $15 - $25 USD
11-Sep-2025
21:54 GMT
Roof Installation Video & Photo Coverage
Category: Drone Photography, Photography, Video Editing, Video Production, Video Services
Budget: $250 - $750 USD
11-Sep-2025
21:54 GMT
Google Ads Sales Boost Audit
Category: A / B Testing, Digital Marketing, Google Ads, Google Adwords, Google Analytics, Internet Marketing, Search Engine Marketing (SEM), SEO
Budget: €250 - €750 EUR
11-Sep-2025
21:54 GMT
PC to Mobile/Mac game porting
Category: 3D Rendering, Android App Development, C#, Programming, C++, Game Development, IOS Development, Mac OS, Mobile App Development, OpenGL, Unity 3D
Budget: $20 - $30 NZD
11-Sep-2025
21:53 GMT
Offre de Mission Freelance – Assistant Virtuel Threads
Category: Bulk Marketing, Copywriting, Instagram Marketing, Social Media Marketing, Virtual Assistant
Budget: €250 - €750 EUR
11-Sep-2025
21:53 GMT
Grafana Monitoring Setup
Category: Cloud Computing, Cloud Development, Data Analysis, Data Management, Data Visualization, Database Administration, Database Design, Database Development
Budget: $30 - $250 USD
11-Sep-2025
21:52 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