Open kipkurui opened 2 years ago
MY FIRST OPTION: Reasons to select this as my first option: • Am interested to acquire skills related to machine learning and its applicability in biological data science and research. • I have little exposure to this discipline. I therefore take this as a challenge to extend and diverse my data analytics skills as a growing bioinformatics scientist. • An added advantage to my skill-set and helpful in the next upcoming potential research projects and other related projects that will be entrusted to my expertise.
I have had a grasp of various machine learning aspects and their application to human genetics research through various online platforms and pieces of training. This project presents a noble opportunity for me to apply as well as advance these skills.
My curiosity and interest in Machine Learning and Artificial Intelligence present this project as a platform for me to explore more in these cutting-edge fields. Undertaking this mini-project will therefore play a great impact on the main project that I will undertake from September.
My reasons:
This my second choice: Reasons 1) I have skills in machine learning in R language. I would like to extend my knowledge using python language by inter-operating between the language for reproducible research. 2) Machine learning skills allows for detailed interrogation of data. This project impress me because it will help me make the data speak to tell a statistical story. 3) ML and AI allows for automation and generation of information from data. This would allow me to analyse biological dataset in less laborious workflow
For this project, It would be interesting to explore the capabilities of the deep learning flavor of machine learning in arriving at the same conclusions as in the publication. I would be keen in benchmarking the performance of neural networks with the classical ML algorithms used in the publication.
I choose this project as my first option because: