项目作者: lincont

项目描述 :
Alteryx and Tableau
高级语言:
项目地址: git://github.com/lincont/Predictive-Analytics.git
创建时间: 2017-02-18T18:44:17Z
项目社区:https://github.com/lincont/Predictive-Analytics

开源协议:

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Predictive-Analytics

Resources

Great resources, visuals, or notes that I can reference in the future.

Project 1: Predict Sales for a Catalog Launch

Linear Regression

Project 2: Select the Next Location for a Store

Linear Regression

Project 3: Visualize Loan Data Customer Segments

Data Discovery

Project 4: Predict Loan Default Risk

Logistic Regression, Stepwise Regression, Decision Tree, Random Forest, Boosted Model


Model comparison and scoring methods

Project 5: Market Analysis

A/B Test

Project 6: Forecast Demand

Time Series - ETS and ARIMA

Project 7: Demographic Data Analysis

Variable Reduction with PCA and K-Means, K-Median, and Neural Gas Cluster Analysis

Project 8: Capstone