Hands-on Machine Learning Articles

Which contract parameters should I choose?

A very short article on using apriori association rules to determine which attributes of a contract are most frequently seen together. »

Which contracts might be awarded in my area?

Quick article showing how to use knowledge of your geography and product code to predict award likelihood. »

Analyze which contracts might be awarded in my area using Excel?

Use PowerPivot and SQL Server 2008 R2 data mining add-ins to analyze and predict future sales. »

Metadata extraction for influence mining

Using Hadoop and openNLP to automatically extract metadata from massive unstructured datasets for Influence Analysis and Network Analysis. »

Automatic Entity Extraction in C#

Using natural language processing open source platforms in C# for term extraction. »

Upcoming articles

• Risk management for Big Data introduction

• Establishing rapid capability insertion teams for business intelligence

• Business Intelligence alignment in the service catalog

• Business Intelligence alignment in the technology portfolio

• Big Data, OLAP, Transactional stores, and local files: how data works together

• Entity-driven architecture to align the Enterprise Stack

• Legacy Transition Models for compatibility and risk management

• Earned Value Benchmarks in BI Projects

• Clustering, Classification, and other machine learning with Mahout in C#