Problem Scoping- Under standing the problem
Data Acquisition-
Collecting accurate and reliable data
Data Exploration- Arranging the data uniformly
Modelling- Creating Models from the data
Evaluation- Evaluating the project
Problem Scoping
Problem Scoping refers to understanding a problem, finding
out various factors which affect the problem, define the goal or aim of the
project. During this stage following things are decided
. Strategic business objectives
. Expected outcomes of the project
. Stakeholders’ expectations
4WS- WHO, WHAT, WHERE, WHY
Who - “Who” part helps us in comprehending and categorizing
who all are affected directly and indirectly with the problem and who are
called the Stake Holders
What - “What” part helps us in under standing and identifying
the nature of the problem and under this block, you also gather evidence to
prove that the problem you have selected exists.
Where- "Where” does the problem arise, situation,
context, and location.
Why - “Why” is the given problem worth solving.
Data Acquisition: Data Acquisition consists of two words:
·
Data: Data refers to the raw facts, figures, information, or
statistics.
·
Acquisition: Acquisition refers to acquiring data for the project.
Data Exploration- Data
Exploration is the process of arranging the gathered data uniformly for a
better understanding. Data can be arranged in the form of a table, plotting a
chart, or making a database.
Modeling- Modelling is the process in which different models
based on the visualized data can be created and even checked for the advantages
and disadvantages of the model.
Evaluation- Evaluation is the
method of understanding the reliability and is based on the outputs which are
received by feeding the data into the model and comparing the output with the
actual answers.
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