The Best Data Analysis Framework and Model Designs

For every model above, students follow one of these three approaches:

The Conceptual Design

You’ll wrestle with data analysis concepts such as problem identification, ideation, research and analysis, prototyping, data visualization, iteration, and evaluation. This is the basis of a research design process, helping students to guide & develop their design as they refine ideas.

The Logical Approach

The logical data analysis approach in research entails a systematic, reasoned approach before drawing conclusions that’ll solve business problems. Students need logical research approaches in conducting experiments, to arrive at accurate conclusions, and in academic analysis of observations.

The Physical Strategy

When students opt for the physical data analysis strategy, they want to relate information to material problems and offer palpable solutions. The physical strategy is rarely used in isolation.