Become a next generation sequencing data scientist
Master the tools and techniques at the forefront of the sequencing data revolution.
This specialization covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in genomic data science including how to use the command line, Python, R, Bioconductor, and Galaxy. The sequence is a stand alone introduction to genomic data science or a perfect compliment to a primary degree or postdoc in biology, molecular biology, or genetics.
- Intermediate Specialization.
- Some related experience required.
第 1 门课程
Introduction to Genomic Technologies即将开课的班次：4月 10 — 5月 15。
课程概述This course introduces you to the basic biology of modern genomics and the experimental tools that we use to measure it. We'll introduce the Central Dogma of Molecular Biology and cover how next-generation sequencing can be used to measure DNA, RNA, and epigenetic patterns. You'll also get an introduction to the key concepts in computing and data science that you'll need to understand how data from next-generation sequencing experiments are generated and analyzed. This is the first course in the Genomic Data Science Specialization.
第 2 门课程
Genomic Data Science with Galaxy即将开课的班次：4月 10 — 5月 15。
课程概述Learn to use the tools that are available from the Galaxy Project. This is the second course in the Genomic Big Data Science Specialization.
第 3 门课程
Python for Genomic Data Science即将开课的班次：4月 10 — 5月 15。
课程概述This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from Johns Hopkins University.
第 4 门课程
DNA 测序算法即将开课的班次：4月 10 — 5月 15。
课程概述我们将学会对 DNA 测序数据进行分析的计算方法——算法和数据结构。我们将学习一点DNA、基因组、以及 DNA 测序的应用的相关知识。我们将使用 Python 实现关键算法和数据结构，并分析实际的基因组和 DNA 测序数据集。
第 5 门课程
Command Line Tools for Genomic Data Science即将开课的班次：4月 10 — 5月 15。
课程概述Introduces to the commands that you need to manage and analyze directories, files, and large sets of genomic data. This is the fourth course in the Genomic Big Data Science Specialization from Johns Hopkins University.
第 6 门课程
Bioconductor for Genomic Data Science即将开课的班次：4月 10 — 5月 15。
课程概述Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University.
第 7 门课程
Statistics for Genomic Data Science即将开课的班次：4月 10 — 5月 15。
课程概述An introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization from Johns Hopkins University.
第 8 门课程
Genomic Data Science Capstone即将开课的班次：5月 22 — 8月 7。
- 8 weeks of study, 2-4 hours/week
毕业项目介绍In this culminating project, you will deploy the tools and techniques that you've mastered over the course of the specialization. You'll work with a real data set to perform analyses and prepare a report of your findings.
Mihaela Pertea, PhD
Steven Salzberg, PhD
Kasper Daniel Hansen, PhD
Assistant Professor, Biostatistics and Genetic Medicine
James Taylor, PhD
Associate Professor of Biology and Computer Science
Liliana Florea, PhD
Jeff Leek, PhD
Associate Professor, Biostatistics
Ben Langmead, PhD
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