You will get Using Machine Learning to Save Lives: Predicting Blood Donations

Hamad U.Status: Offline
Hamad U. Hamad U.
4.5

Let a pro handle the details

Buy Machine Learning services from Hamad, priced and ready to go.

You will get Using Machine Learning to Save Lives: Predicting Blood Donations

Hamad U.Status: Offline
Hamad U. Hamad U.
4.5

Let a pro handle the details

Buy Machine Learning services from Hamad, priced and ready to go.

Project details

In this project, I will harness the power of machine learning to develop a predictive model that forecasts blood donation patterns. Blood donation is a critical aspect of healthcare, and understanding its trends can optimize supply and distribution strategies. My goal is to create an accurate model that aids in anticipating donation frequency and identifying factors influencing donor behaviour.

Key Objectives:

Approach:
Data Preparation: I will curate and clean the dataset, handling missing values and outliers to ensure high-quality data.
Feature Engineering: I will select and engineer relevant features to maximize the model's predictive capability.

Model Development: Utilizing techniques such as decision trees and random forests, I will train the model on the prepared data.
Data Visualization: I will create intuitive visualizations to showcase blood donation trends and predictions.
Documentation: A comprehensive project report will detail methodologies, findings, and steps taken.
Feel free to contact me to discuss project specifics and tailor the approach to your requirements.
Machine Learning Tools
ChatGPT, GPT-3, NumPy, OpenCV, pandas, PyMC, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy
What's included
Service Tiers Starter
$100
Standard
$300
Advanced
$1,000
Delivery Time 10 days 15 days 20 days
Number of Revisions
124
Model Validation/Testing
Model Documentation
-
-
Data Source Connectivity
-
Source Code
4.5
2 reviews
50% Complete
50% Complete
1% Complete
(0)
1% Complete
(0)
1% Complete
(0)
Rating breakdown
Availability
4.5
Deadlines
4.5
Skills
4.5
Quality
4.5
Cooperation
4.5
Communication
4.5

ME

Mathis E.
5.00
Aug 29, 2023
Motion designer vidéo de lancement

PN

Patrick N.
4.00
Aug 9, 2023
Tiktok style video creation for 20 websites Very proactive and hard working
Hamad U.Status: Offline

About Hamad

Hamad U.Status: Offline
Expert Video Editor | content creator | Seo expert
100% Job Success
4.5  (2 reviews)
Islamabad, Pakistan - 11:49 am local time
Passionate Video Editor, Creative Content Creator, and SEO Expert Ready to Elevate Your Brand. With a keen eye for detail and a flair for storytelling, I bring your vision to life through expert video editing, compelling content creation, and strategic SEO optimization. Let's turn your ideas into engaging, high-impact content that stands out in the digital landscape. Elevate your online presence with me today!

Steps for completing your project

After purchasing the project, send requirements so Hamad can start the project.

Delivery time starts when Hamad receives requirements from you.

Hamad works on your project following the steps below.

Revisions may occur after the delivery date.

Data Collection and Preprocessing, Exploratory Data Analysis (EDA ,

Review the work, release payment, and leave feedback to Hamad.