Statistics and Data Analysis
Training Provider: Singapore University of Social Sciences
Course Reference: TGS-2018509511
S$2,640
About This Course
Formulate a framework for data analysis
Analyse data sets to understand the data, discover connections and find patterns
Evaluate statistical and data mining results
Solve research and analytics problems with statistical and data mining findings
Create data analytical outputs using statistics and data mining software
Select the appropriate methods of data analysis
Appraise the analysis of data in research and analytics projects
What You'll Learn
RSS503 Statistics and Data Analysis focuses on understanding data, discovering connections in data and finding patterns in data. It covers a range of statistical methods such as regression and factor analysis, as well as data mining models, including artificial intelligence and decision machine approaches (e.g., association analysis, neural networks and decision trees), for analysing and interpreting data. It also explores topics beyond predictive modelling, such as prescriptive analytics. The course uses statistics and data mining software to provide students with hands-on experience in working with data sets, generating and interpreting results, and applying and deploying the findings. RSS503 adopts an applied (and not mathematical) approach to looking at data that is aimed at preparing students to undertake research/analytics projects. Students taking this course are expected to have some background in statistical methods and analysis.
Course Details
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