Training 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.

We provide on-site one, two, or three day training options that include the following courses:

  1. Introduction to Machine Learning / Data mining /Business Analytics / Predictive Analytics /Text Mining

  2. Predictive analytics for data when the number of predictors (p) is larger than the number of records (n): p > n.

  3. Practical predictive analytics with your choice tool(s): SAS Enterprise Miner (SAS EM), JMP, Salford Predictive Modeler (SPM), R, Weka, RapidMiner, or/and Knime

  4. Web Analytics

  5. GIS Analytics

  6. Risk Analytics

  7. Big Data Analytics

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 in retail.

We also provide individual coaching and post-workshop coaching to guide on real business problems.

Training 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.