Advanced Data Analysis (2052FBDBMW)
Universiteit Antwerpen (UA)
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Practical 4: Advanced Data Analysis: full summary + explanations
- Resume • 17 pages • 2023
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This document includes an explanation, screenshots, and answers to questions of the fourth practical of Advanced Data Analysis of the first Master of Biomedical Sciences at the University of Antwerp
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Summary Advanced Data Analysis class - For open book exam (content table with links to pages)
- Resume • 34 pages • 2022
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Summary of course Advanced Data Analysis made for the open book exam containing a content table with clickable links bringing you to the exact page. Description of all theory classes + notes made during classes.
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Samenvatting - Advanced Data Analysis
- Resume • 113 pages • 2022
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- Introduction 
- Processing principles 
- Data mining 
- Principal component analysis 
- Supervised learning 
- Regression 
- Machine learning methods
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solved take home assignment of the course Advanced Data Analysis (8/10)
- Resume • 30 pages • 2022
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This document contains the solutions to the take-home assignment of Advanced Data Analysis, solved in 2021/2022. Result: 8/10
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Full summary of the course Advanced Data Analysis (theoretical lessons)
- Resume • 70 pages • 2022
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This document contains the full summary of all theoretical lessons of the course Advanced Data Analysis. For the exam also the practical lessons have to be known: these are uploaded separately on my profile. 
 
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Practical 3: Advanced Data Analysis: full summary + explanations
- Resume • 19 pages • 2022
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This document includes all solutions of practical 3 data analysis, including the used code, explanations and screenshots.
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Practical 2: Advanced Data Analysis: full summary + explanations
- Resume • 21 pages • 2022
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A detailed description of each step of practical 2, including screenshots and explanations of the steps taken in R. This document includes everything that is seen in class, and all the exercises that are needed to be made for practical 2 of Advanced Data Analysis of the first master of Biomedical Sciences. 
Only includes practical 2. Does not include the take home assignment.
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