DWQA QuestionsCategory: Data AnalyticsWhat are the Skill sets needed for data science, business analytics and data engineering?
admin_alan4v3v Staff asked 5 years ago
  • Data science –  as many forms machine learning classes, including all possible pre-requisites. Succinctly – probability and statistics (multivariate), stochastic processes, integral calculus/mathematical (real+complex) analysis, linear algebra, numerical methods/scientific computing, graduate level data structures and algorithms, machine learning, natural language processing.
  • Data engineering – undergraduate computer science, with as many data mining and database courses as possible.
  • Business analysis – This is more of a experience related field. Requires taking IT  and business courses, and maybe working with a good software architect. Also a good statistics course.