Application statistics in software engineering
- 2. Presented to: Md. Mossabber Chowdhury Lecturer, Ged , Daffodil International University ,PC Presented by: Name: ID: Md.Emran 181-35-312 Ibrahim hossen Ratan 181-35-297 Jubaer Ahmed Tamim 181-35-316 Minhajul Islam Tonmoy 181-35-341 2
- 3. Topic: Application of Statistics in software Engineering.
- 4. What is Statistics: Statistics is a science of collecting, organizing, analyzing,summarizing, interpreting numerical data and making valid decisions on the base of the data. 4
- 5. Software Engineering: Software engineering (SWE) is the application of engineering to the design, development, implementation, testing and maintenance of software in a systematic method. 5
- 6. Commons element of Statistics and Software engineering.. Data: Data Any characteristic that can differ from one individual to the next is called a variable. We call variables that are measured, or somehow determined, and collected on a number of individual’s data. Variable: Variable That changes its characteristics with respect to different aspects. Such as height, weight etc. 6
- 7. Information: • Information is processed data that is given meaning by its context. • It is data that has been processed into a form that is useful. • If data is row than Information is product. 7
- 8. Use of Statistics: • Machine learning • Data science • Data Mining • Informatics • Biostatistics • Big Data 8
- 9. Machine learning: Machine learning is the subfield of computer science that "gives computers the ability to learn without being explicitly programmed " 9
- 10. Data Mining: Data mining is the analysis for data for relationship that have not previously been discovered 10
- 11. Big Data : Big data is a term that describes the large volume of data - both structured - that inundates a business on a day to day knowledge basis. But it's not the amount of data that's important. 11
- 12. Informatics : Informatics is the science and art of learning data information. Also Informatics is the science of information and computer information system 12
- 13. Application of Statistics in Software engineering (SWE): • Investigate the computational limits of the algorithms and data structures that support complex software systems. • Develop new applications and tools in multi-disciplinary areas of science and research. • Explore opportunities for advanced computer modeling and simulation 13
- 14. Mathematical Statistics by Keiht Knight.. Statistics for Engineers By S.J Morrison www. Google.com www .Wikipedia.com Reference:
- 15. Add a Slide Title - 1 Any Question