on Predictive Analytics
Our training provides numerous avenues for
enhancing the synergy of good technical, managerial and leadership
skills in you, in your team, and in your data rich organization.
provide on-site one, two, or three day training options that include
the following courses:
to Machine Learning / Data mining /Business Analytics / Predictive
Analytics /Text Mining
analytics for data when the number of predictors (p) is larger than
the number of records (n): p > n.
predictive analytics with your choice tool(s): SAS Enterprise Miner
(SAS EM), JMP, Salford Predictive Modeler (SPM), R, Weka,
RapidMiner, or/and Knime
Each of these
customizable courses reflects the specificity of a client's industry
and problems of interest, and can include the client’s data and the
corresponding case study. Examples of highly customized courses are
CRM analytics in the financial services industry, and Sales analytics
We also provide
individual coaching and post-workshop coaching to guide on real
encompass typical data mining/machine learning problems:
dimensionality reduction, regression (parametric and non-parametric),
classification, cluster analysis, association analysis, and
forecasting. In particular, the following the most popular
state-of-the-art machine learning algorithms are explained and
employed: CART, Stochastic Gradient Boosting, Random Forest, Neural
Network, Support Vector Machine, LASSO, and DBSCAN.
The training will
cover a broad spectrum of methodological, technical and managerial
aspects of predictive analytics in order to help your company to get
a competitive advantage.