For Candidates

The CDA Program learning system covers the Basic DA Theory, the Professional Tools Using and the Business Application.The CDA Certification Standards provide the sufficient learning contends. Here we recommend the official plan and courses.

The CDA Courses：

Course I: the base DA theory

Outline: the Industry of DA analysis; The data mining process; Descriptive and Inferential statistical analysis; Linear-regression and Variance analysis; multivariate statistical analysis.

Course II:SQL/Oracle/Hadoop

Outline:programming; database language; data storage; data processing.

Course III:SPSS/SAS tools Analysis.

Outline:the tools operation; the method and model: Regression, PCA, Canonical correlation, Factor, Discriminant and Cluster analysis; Structural Equation; Logistic Model; Bayesian Statistical Analysis;Time Series; Panel Data; Association Rule;Neural;Network; Decision-making tree; GA etc.

   Course IV: Business Application

Outline: the business cases in Internet, Finance, Marketing, Medical Science etc. The Data report designing. The solutions and strategies for business problems.

Attend the Courses.