Investigated factors affecting likelihood of donations being made using real census data. Developed naive classifier to compare testing results. Trained & tested several supervised machine learning models on preprocessed census data to predict donation likelihood. Selected best model based on accuracy, modified F-score metric, & algo efficiency.

This repository consists of all the projects carried out by me during the period of Data scientist Nanodegree

Udacity机器学习进阶，为CharityML寻找捐献者

Data Science project using Census Income dataset. (Kaggle Competition)

Build an algorithm to best identify potential donors of CharityML

A ML notebook that explores census data to determine whom is more likely to donate.

Finding out the donors who earn more than $50K annually using Machine Learning

Apply supervised machine learning techniques and an analytical mind on data collected for the U.S. census to help CharityML (a fictitious charity organization) identify people most likely to donate to their cause

Machine Learning Nano-degree Project : To help a charity organization identify people most likely to donate to their cause

Find Donors for CharityML for Udacity Machine Learning Engineer Nanodegree

Machine Learning Nanodegree Project Udacity. Investigated factors affecting likelihood of donations being made using real census data. Developed naive classifier to compare testing results. Trained & tested several supervised machine learning models on preprocessed census data to predict donation likelihood. Selected best model based on accuracy...

Finding Donors for CharityML using supervised learners.

my nd009 project 2 finding donors

Created AdaBoost Model to predict the whether the income is <=50K or >50K of an individual. In order to find potential donors.

First project of Data science nanodegree (Supervised learning)

My submission for udacity nanodegree finding-donors project

The Project for Udacity Machine Learning nanodegree - the supervised learning section - for a charity non-profit organization to detect the most possible donor individuals based on salary or annual income.

Udacity Data Science Nanodegree program, supervised learning, finding donors project

Machine Learning Engineer Nanodegree -Supervised Learning -Project: Finding Donors for CharityML

Udacity Machine Learning Engineer Nanodegree Supervised Learning Project: Finding Donors for CharityML