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Two projects in this repository are prepared and presented for the Multidisciplinary Undergraduate Research Conference at the University of British Columbia in March 2021.

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ericlee0920/2021-Data-Science-Projects

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2020-2021

Data Science Projects

Members

Group Members
Lead Eric Lee
Project 1 Dongkyu, Wayne, Tanmay
Project 2 Vanessa, Megan, Isaac

Projects

The two projects listed below are prepared and presented for the Multidisciplinary Undergraduate Research Conference at the University of British Columbia in March 2021.

Project 1: miRNA Expression-Based Classification of Breast Cancer

This project presents a workflow to perform classification on breast cancer patients using miRNA expression data. Various clustering and other statistical methods were applied to public datasets from TCGA.

Project 2: Modeling of Meteorological factors of COVID-19

This project evaluates the significance of meterological factors on COVID-19 infection rates in various regions of Canada. Linear regression, regression trees, and a random forest regressor were applied to public data.

Timeline

2020 Meetings

Date Topic Todo
10/27 Intro Meeting and Logisitics Research Question and Finding Datasets
11/3 Research Question and Finding Datasets Practice Presenting with a Peer
11/10 Bioinformatics Paper Presentations Thinking about Experimental Design
11/17 Experimental Design I Do Analysis with a Partner
11/24 Bioanalysis Presentations Python Project for the Break!

2021 Meetings

Date Topic Todo
1/5 Welcome Back Meeting Fill in MURC Application, Attend Abstract Writing Workshop
1/12 Design Discussion I Work on Project Design
1/19 Design Discussion II Submit Abstract, Finalize Project Design
1/26 Python Coding Challenge Analysis I
2/2 Analysis I Report Analysis II
2/9 Analysis II Report Analysis III
2/16 Reading Break -
2/23 Analysis III Report Submit Final Abstract, Compile Method and Results
3/2 Methods and Results Report Compile Introduction and Discussion
3/9 Introduction and Discussion Report Finalize 10 min Oral Report
3/16 Finalize Prepare for Oral Presentation
3/23 Post-MURC Review -

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Two projects in this repository are prepared and presented for the Multidisciplinary Undergraduate Research Conference at the University of British Columbia in March 2021.

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