SMs are modules that in our experience will further enriched data professionals even further to distinguish themselves even among data experts. Competencies gained in SM when combined with the competencies in CM and RM will result in individuals that have capabilities to not only apply their skills to the fullest but also to innovate (creativity level). The supplementary modules can be modules that are not directly linked to data analyst or data scientist core competencies but in a way enhance their whole values in an industry. Or modules on advanced data science topics that might be useful for some special cases in an industry or organization. In the recommended roadmap for Data Analysts, based on our initial field study (divisions meeting and survey in some companies) we recommend one supplementary module namely Bayesian Statistics.
- Bayesian Statistics (BYS)
- … (to be continued)