Hi,
SAP HANA SPS 10 was released today.
If you want to delve deeper and see working examples of what's new in predictive then this blog can serve as your starting point.
The SAP HANA Academy produce hands-on video tutorials covering all aspects of SAP HANA and we have content covering SPS 10 from Day 1!
Here's the main playlist: Predictive Analytics - What's New SPS 10
The aim, as with previous SAP HANA support package stacks, is to publish a tutorial for each and every new SAP HANA predictive analysis library (PAL) algorithm as well as covering key enhancements to existing algorithms!
Here are direct links to all of the new PAL videos currently published that feature SPS 10:
Getting Started
PAL: 84. Getting Started with the Predictive Analysis Library
Data Preparation
PAL: 92. Data Preparation - Binning
PAL: 93. Data Preparation - Partitioning
Time Series
PAL: 85. Time Series - White Noise Test
PAL: 86. Time Series - Trend Test
PAL: 87. Time Series - Seasonality Test
PAL: 94. Time Series - Single and Double Exponential Smoothing
PAL: 95. Time Series - Seasonal ARIMA Model
Statistics
PAL: 88. Statistics - Grubbs' Test
Classification
PAL: 89. Classification - Parameter Selection and Model Evaluation (PSME)
PAL: 97. Classification - Confusion Matrix
Clustering
PAL: 90. Clustering - Latent Dirichlet Allocation (LDA) for Text Mining
PAL: 96. Clustering - Gaussian Mixture Model
Each tutorial is accompanied by the SQL script shown and you can also download the example data in order to try the algorithms out for yourself. You'll find the github link in the playlist description or go there directly via: saphanaacademy/PAL
Here's the full academy playlist for the PAL: Predictive Analysis Library
Watch this space as there will be more videos added in the coming days...
UPDATE: June 26th: videos 91-95 added covering exception handling, accessing PAL via SQL window functions, and seasonal ARIMA modeling.
UPDATE: June 29th: videos 96-97 added covering Gaussian mixture model and confusion matrix.
As always feedback is most welcome – in the YouTube comments section, below, tweet me @pmugglestone or mailto:HanaAcademy@sap.com.
Philip
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