Life Sciences ETL using Matillion

**Overview**
This Life Sciences solution accelerator is powered by the Matillion Data Productivity Cloud, and demonstrates building a multi tier lakehouse data architecture to extract, load, transform and integrate large volumes of data, making it ready for statistical analysis.

**Use cases**
Use cases include:
- Building a medallion data architecture
- API connectivity and source file handling
- Integrating, summarizing and pivoting data for statistical analysis and machine learning techniques such as dimensionality reduction and clustering.

**Product details**
The solution accelerator includes:
- Downloadable Matillion Data Productivity Cloud files: custom API connector and ETL pipelines
- Step-by-step instructions

**Additional Insights**
For more details, refer to the Matillion Exchange listings:
- Downloadable [Custom API Connector](https://exchange.matillion.com/custom-connector/profiles/tcga-genomic-data-commons-data-portal/)
- Downloadable [ETL pipelines](https://exchange.matillion.com/data-productivity-cloud/pipeline/tcga-genomic-data-commons/)

More information on:
- The [Matillion Data Productivity Cloud](https://www.matillion.com/data-productivity-cloud)
- The [Cancer Genome Atlas Program](https://www.cancer.gov/ccg/research/genome-sequencing/tcga)

搜集汇总

背景与挑战

背景概述

该数据集为基于Matillion数据生产力云的生命科学ETL解决方案，提供构建多层级数据架构、API连接及数据整合转换功能，包含可下载的API连接器和ETL管道工具，数据源自癌症基因组图谱计划(TCGA)。