Peter Myers Bitwise Solutions Pty Ltd peter myersbitwisesolutions

Peter Myers Bitwise Solutions Pty Ltd

peter. myers@bitwisesolutions. com. au http: //www. linkedin. com/in/peterjsmyers

Data Mining Enabled Predictive Analytics Role of Software Data Mining Proactive Predictive Analytics Interactive Data Model Ad hoc Reporting Passive Canned Reporting Presentation Exploration Discovery Business Insight

Data Mining Enabled Predictive Analysis Seek Profitable Customers Understand Customer Needs Correct Data During ETL Detect and Prevent Fraud Data Mining Build Effective Marketing Campaigns Predict Sales and Inventory Anticipate Customer Churn

Describing the Data Mining Process Business Understanding Data Understanding “Doing Data Mining” Data Preparation Data Deployment Modeling “Putting Data Mining to Work” Evaluation www. crisp-dm. org

Design time Process time Query time Mining Model

Design time Process time Query time Mining Model Data Mining Engine Training Data

Design time Process time Query time Mining Model Data Mining Engine Predicted Data to Predict

Continued

Continued

Continued Classify Estimate • Decision Trees • Logistic Regression • Naïve Bayes • Neural Networks • Decision Trees • Linear Regression • Logistic Regression • Neural Networks Cluster • Clustering Forecast Associate • Time Series • Association Rules • Decision Trees

C++ App VB App OLE DB ADO . NET App ADO. NET Any App AMO Any Platform, Any Device WAN XMLA Over TCP/IP XMLA Over HTTP Analysis Server OLAP Data Mining Server ADOMD. NET Data Mining Interfaces . NET Stored Procedures Microsoft Algorithms Third-Party Algorithms

http: //channel 9. msdn. com/Events/Tech. Ed/Australia/2013 http: //www. microsoftvirtualacademy. com/ http: //technet. microsoft. com/en-au/ http: //msdn. microsoft. com/en-au/

http: //technet. microsoft. com/en-us/evalcenter/dn 205290. aspx www. windowsazure. com http: //www. windowsazure. com/en-us/documentation/services/hdinsight/? fb=en-us www. powerbi. com