| Category | Dissertation | Subject | Computer Science |
|---|---|---|---|
| University | University of Bradford | Module Title | COS7004-E Dissertation |
| Word Count | Dissertation (approximately 12000 words) and viva/demo (up to 1 hour) |
|---|---|
| Assessment Type | Dissertation or Project Report (Summative) |
| Assessment Title | FHEQ Level 7 |
| Academic Year | 2025/26 |
A global warming catastrophe may drastically transform global ecosystems, the economy, the distribution of people, and local societies. These global repercussions can severely harm the world as witnessed with various calamities taking place around the globe. Understanding of climate change and its prevention are increasing as well as its knowledge............View More
Chapter 1: Introduction .......................................................................................................... 4
1.1 Background ....................................................................................................................... 4
1.2 Problem Statement ............................................................................................................ 6
1.3 Aim and Objectives .......................................................................................................... 7
1.4 Significance of the Study ................................................................................................. 8
1.5 Structure of the Study ...................................................................................................... 9
Chapter 2: Literature Review ............................................................................................. 10
2.1 The Emergence of Big Data .......................................................................................... 15
2.2 Conclusion ...................................................................................................................... 16
Chapter 3: Methodology .................................................................................................... 17
3.1 Introduction .................................................................................................................... 17
3.2 Research Design ............................................................................................................. 17
3.3 Participants or Subjects .................................................................................................. 18
3.4 Data Collection Methods ............................................................................................... 19
3.5 Instruments ..................................................................................................................... 20
3.6 Data Analysis ................................................................................................................. 21
3.7 Tools and Validation ...................................................................................................... 22
3.8 Ethical Considerations ................................................................................................... 22
3.9 Limitations ..................................................................................................................... 23
3.10 Quality Assurance ....................................................................................................... 23
3.11 Summary ..................................................................................................................... 24
Chapter 4: Results ............................................................................................................. 24
4.1 Introduction .................................................................................................................... 24
4.2 Data Pre-processing ........................................................................................................ 25
4.3 Data Visualization .......................................................................................................... 27
4.4 Model Evaluation ............................................................................................................ 32
Chapter 5: Discussion ........................................................................................................ 34
5.1 Interpretation of Results ................................................................................................. 34
5.2 Model Performance and Predictive Accuracy ............................................................... 35
5.3 Consequences Affecting Mitigation of Climate Change ............................................... 36
5.5 Conclusion ...................................................................................................................... 39
References .......................................................................................................................... 41
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