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finding-donors

Here are 35 public repositories matching this topic...

robertyoung2 / Finding-Donors-for-CharityML

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.

machine-learning udacity supervised-learning nanodegree udacity-machine-learning-nanodegree finding-donors

Updated Jan 8, 2018
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MohanCR97 / Udacity-Data_Scientist_Nanodegree

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

python data-science deep-learning pandas-dataframe scikit-learn recommendation-system image-classification disaster-response capstone-project finding-donors data-scientist-nanodegree

Updated Jul 22, 2023
Jupyter Notebook

brunocampos01 / finding-donors

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

python data-science machine-learning svm kaggle dataset kaggle-competition support-vector-machine adaboost decision-trees decision-tree uci-machine-learning finding-donors adaboostclassifier ine5644

Updated Feb 9, 2022
Python

ManarAlharbi / DSND-Term1-Finding_Donors

Build an algorithm to best identify potential donors of CharityML

python machine-learning-algorithms jupyter-notebook prediction feature-selection feature-extraction supervised-learning accuracy confusion-matrix census decision-tree-classifier feature-importance random-forest-classifier gridsearchcv finding-donors charityml udacity-data-science-nanodegree logistic-regression-classifier fbeta-score

Updated Sep 18, 2019
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rongmax-gufei / udacity-mlnd-finding-donors

Udacity机器学习进阶，为CharityML寻找捐献者

machine-learning udacity mlnd finding-donors

Updated Dec 4, 2018
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ajaySingh027 / Finding_Donors_Charity_ML

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

python machine-learning supervised-machine-learning finding-donors

Updated Nov 21, 2018
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gouravaich / finding-donors-for-charity

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 udacity machine-learning-algorithms feature-selection supervised-learning ensemble adaboost grid-search udacity-nanodegree boosting decision-tree-algorithm udacity-machine-learning-nanodegree feature-importance model-tuning finding-donors gaussian-naive-bayes-implementation precision-recall naive-predictor

Updated Jul 26, 2018
Jupyter Notebook

coreyjs / finding_donors

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

python machine-learning udacity notebook ipython-notebook dataset supervised-learning udacity-nanodegree emp finding-donors

Updated Oct 13, 2020
Jupyter Notebook

Finding-Donors-for-Charity-using-Machine-Learning

sushantdhumak / Finding-Donors-for-Charity-using-Machine-Learning

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

feature-selection supervised-learning accuracy confusion-matrix data-preprocessing data-normalization tuning-parameters gradient-boosting f1-score feature-importance gridsearchcv finding-donors naive-predictor skewed-data min-max-scaler fbeta-score

Updated Oct 19, 2019
Jupyter Notebook

josancamon19 / finding_donors

Find Donors for CharityML for Udacity Machine Learning Engineer Nanodegree

machine-learning udacity machine-learning-nanodegree finding-donors

Updated Apr 2, 2019
Jupyter Notebook

Faisal-AlDhuwayhi / Finding-Donors

Finding Donors for CharityML using supervised learners.

machine-learning scikit-learn sklearn jupyter-notebook ipython-notebook supervised-learning classification udacity-nanodegree udacity-machine-learning-nanodegree supervised-learning-algorithms finding-donors charityml income-dataset income-prediction

Updated Jul 8, 2023
Jupyter Notebook

mohamedibraa / Finding-Donors-for-CharityML

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...

machine-learning python3 supervised-learning finding-donors udacity-ml-nanodegree jyputer-notebook

Updated Oct 8, 2022
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wuyuxiao3 / p2

my nd009 project 2 finding donors

python machine-learning finding-donors

Updated Aug 29, 2017
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m-ahmadshaikh / Finding-Donors-for-CharityML

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

machine-learning supervised-learning finding-donors udacity-intro-to-machine-learning adaboostclassifier

Updated Jun 29, 2020
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Rawan-Alharbi / Finding-Donors

First project of Data science nanodegree (Supervised learning)

python jupyter-notebook python3 supervised-learning udacity-nanodegree finding-donors udacity-data-science-nanodegree

Updated Dec 12, 2019
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JuzerShakir / Finding-Donors-CharityML

Applying Supervised learning techniques on data to help CharityML identify people most likely to donate to their cause.

python udacity pandas donations supervised-learning charity adaboost letters gradient-boosting-classifier machine-learning-nanodegree scikitlearn-machine-learning machine-learning-engineering machine-learning-tutorials supervised-learning-algorithms model-tuning gridsearchcv finding-donors sgd-classifier charityml

Updated Oct 1, 2018
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moreirab / finding-donors

Machine Learning Engineer Nanodegree, Supervised Learning, Finding Donors for CharityML

udacity supervised-learning data-preprocessing udacity-nanodegree evaluation-metrics udacity-machine-learning-nanodegree finding-donors charityml

Updated Dec 27, 2018
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mervat-khaled / Finding-Donors-for-CharityML

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

machine-learning supervised-learning udacity-nanodegree finding-donors adaboost-algorithm

Updated Jan 3, 2022
Jupyter Notebook

MAbdelhamid2001 / -Finding-Donors-for-CharityML

Udacity Nano degree program 1st project

class udacity-nanodegree finding-donors

Updated Sep 13, 2022
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jetjodh / finding_donors

ML Project done in Udacity Course

python machine-learning ipython-notebook udacity-nanodegree finding-donors

Updated Oct 12, 2017
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