https://github.com/alessandrocorradini/harvard-data-analysis-for-life-science-xseries
Lectures, Code and Quizzes for the Data Science for Life Science XSeries
https://github.com/alessandrocorradini/harvard-data-analysis-for-life-science-xseries
data-analysis datascience edx harvardx machine-learning
Last synced: 3 months ago
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Lectures, Code and Quizzes for the Data Science for Life Science XSeries
- Host: GitHub
- URL: https://github.com/alessandrocorradini/harvard-data-analysis-for-life-science-xseries
- Owner: AlessandroCorradini
- Created: 2019-03-23T17:27:06.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-08-25T18:03:05.000Z (almost 6 years ago)
- Last Synced: 2025-01-23T00:26:38.895Z (4 months ago)
- Topics: data-analysis, datascience, edx, harvardx, machine-learning
- Language: HTML
- Size: 3.56 MB
- Stars: 19
- Watchers: 2
- Forks: 15
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Harvard Data Analysis for Life Science XSeries
## Overview
[Harvard Data Analysis for Life Science XSeries](https://www.edx.org/xseries/data-analysis-life-sciences) is an introductory learning and career oriented learning path for the Data Analysis world.
The entire program is taught by the famous Prof. of Biostatistics Rafael Irizarry from Harvard University through [edX platform](https://www.edx.org).
This course cover:
- Basic statistical concepts and R programming skills necessary for analyzing data in the life sciences
- The underlying mathematical basics of linear models useful for data analysis in the life sciences
- The techniques commonly used to perform statistical inference on high throughput data
- Several techniques that are widely used in the analysis of high-dimensional data
## Courses in this Program
1) [Statistics and R](https://github.com/AlessandroCorradini/Harvard-Data-Analysis-for-Life-Science-XSeries/tree/master/01%20-%20PH525.1x%20-%20Statistics%20and%20R)
2) [Introduction to Linear Models and Matrix Algebra](https://github.com/AlessandroCorradini/Harvard-Data-Analysis-for-Life-Science-XSeries/tree/master/02%20-%20PH525.2x%20-%20Introduction%20to%20Linear%20Models%20and%20Matrix%20Algebra)
3) [Statistical Inference and Modeling for High-throughput Experiments](https://github.com/AlessandroCorradini/Harvard-Data-Analysis-for-Life-Science-XSeries/tree/master/03%20-%20PH525.3x%20-%20Statistical%20Inference%20and%20Modeling%20for%20High-throughput%20Experiments)
4) [High-Dimensional Data Analysis](https://github.com/AlessandroCorradini/Harvard-Data-Analysis-for-Life-Science-XSeries/tree/master/04%20-%20PH525.4x%20-%20High-Dimensional%20Data%20Analysis)
## Certificate of Completion
You can see the [Certificate of Completion](https://github.com/AlessandroCorradini/Certificates/blob/master/Edx%20-%20Harvard%20University%20-%20Data%20Analysis%20for%20Life%20Science%20XSeries%20Certificate.pdf) and other certificates in my [Certificates Repo](https://github.com/AlessandroCorradini/Certificates) that contains all my certificates obtained through my journey as a self-made Data Science and better developer.
### ⚠️ Disclaimer ⚠️
**Please, don't fork or copy this repository.**
**The Data Analysis for Life Science XSeries offered by HavardX, is an introductory/intermediate level path. Data Science is one of the hardest subfield of Computer Science and requires a lot of study and hard work.**