Data Analysis Planning

Bookmarks

• Analysis Plan
• 5 Tips How to Write Data Analysis Plan
• BCPS - Online Research Framework
• BCPS - Writing the Proposal
• Creating a Data Analysis Plan: What to Consider When Choosing Statistics for a Study

Data Analysis Plan Template

• Example Data Analysis Plan
• Data Analysis Plan Templates
• Data Analysis Plan Templates

Algorithms

Bookmarks

• Common Machine Learning Algorithms - with Python and R Code

Microsoft Machine Learning Studio

Bookmarks

How to Choose an Algorithm

• The Machine Learning Algorithm Cheat Sheet
• Flavors of machine learning
• Considerations when choosing an algorithm
• Algorithm notes
• More help with algorithms

Linear Regression

Bookmarks

• Regression in Excel
• Regression vs forecasting. Tyler Chessman wrote a blog article explaining how to do time series forecasting in Excel, which contains a good beginner’s description of linear regression. Understanding Time Series Forecasting Concepts
• For an introduction and discussion of Regression: Ordinary Least Squares Linear Regression: Flaws, Problems and Pitfalls

Text Analytics

Text Analytics is primary about document classification or sentiment analysis.

Bookmarks

• Microsoft Machine Learning Studio Text Analytics Tutorial