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Course Detail

Course Name Thinking with Data
Course Code 24ASD648
Program M.Sc. in Applied Statistics and Data Analytics
Credits 3
Campus Coimbatore , Kochi

Syllabus

Data Classifications and qualifications. Scientific thinking. Creative and Logical thinking.

Complexities in data. Data quality issues and data quality metrics.

Ethics in data science.

Objectives and Outcomes

Course Outcomes:

CO1: Understand the Data Classifications and qualifications. Scientific thinking. 

CO2:  Understand Data quality issues and data quality metrics.

CO3: Understand and apply the Ethics of data science

CO-PO Mapping:

 

PO1

PO2

PO3

PO4

PO5

PO5

PO6

PO7

PO8

PO9

PO10

PO11

PO12

CO1

2

2

2

2

2

2

–

–

–

–

1

1

  

CO2

3

3

2

2

2

2

–

–

–

–

1

1

  

CO3

2

2

3

2

2

2

–

–

–

–

1

1

  

Text Books / References

Text Books/ References Books:

  1. Longbing Cao, Data Science Thinking, The Next Scientific, Technological and Economic Revolution, Springer, 2018.
  1. Max Shron, Thinking with Data, How to Turn Information Into Insights, O’Reilly Media, 2014.
  2. Robert Stackowiak, Tracey Kelly, Design Thinking in Software and AI Projects, Apress, 2020.

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