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Data Analytics (ITNPBD6) Class Notes
Handwritten notes related to the Data Analytics (ITNPBD6) course at the University of Stirling. I obtained a high 1st in the module. The notes cover all the basics Machine Learning principles and techniques. The outline is as follows: Chapter 1: Introduction to Data Analytics Chapter 2: Model Accuracy Chapter 3: Classification Chapter 4: Regression Chapter 5: Clustering Chapter 6: Neural Networks and Deep Learning Chapter 7: Metaheuristics, hyper-parameters and dimensionality reduction...
- Lecture notes
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Handwritten notes related to the Data Analytics (ITNPBD6) course at the University of Stirling. I obtained a high 1st in the module. The notes cover all the basics Machine Learning principles and techniques. The outline is as follows: Chapter 1: Introduction to Data Analytics Chapter 2: Model Accuracy Chapter 3: Classification Chapter 4: Regression Chapter 5: Clustering Chapter 6: Neural Networks and Deep Learning Chapter 7: Metaheuristics, hyper-parameters and dimensionality reduction...