- De www.coursera.org
Big Data, Genes, and Medicine
Curso
en
Inglês
18 h
Este conteúdo é classificado como 0 de 5
- Individualizado
- Acesso livre
- Certificado pago
- 6 sequências
- Advanced Level
Detalhes do curso
Programa de Estudos
- Week 1 - Genes and Data
After this module, you will be able to1. Locate and download files for data analysis involving genes and medicine.2. Open files and preprocess data using R language.3. Write R scripts to replace missing values, normalize data, discretize data, and sample da... - Week 2 - Preparing Datasets for Analysis
After this module, you will be able to: 1. Locate and download files for data analysis involving genes and medicine.2. Open files and preprocess data using R language.3. Write R scripts to replace missing values, normalize data, discretize data, and sample ... - Week 3 - Finding Differentially Expressed Genes
After this module, you will be able to1. Select features from highly dimensional datasets.2. Evaluate the performance of feature selection methods.3. Write R scripts to select features from datasets involving gene expressions. - Week 4 - Predicting Diseases from Genes
After this module, you will be able to1. Build classification and prediction models.2. Evaluate the performance of classification and prediction methods.3. Write R scripts to classify and predict diseases from gene expressions. - Week 5 - Determining Gene Alterations
After this module, you will be able to1. List different types of gene alterations.2. Compare and contrast methods for detecting gene mutations.3. Compare and contrast methods for detecting methylation.4. Compare and contrast methods for detecting copy numb... - Week 6 - Clustering and Pathway Analysis
After this module, you will be able to 1. Find clusters in biomedical data involving genes.2. Analyze and visualize biological pathways. 3. Write R scripts for clustering and for pathway analysis.
Pré-requisito
Nenhum.
Instrutores
Isabelle Bichindaritz
Associate Professor
Computer Science
Editor
The State University of New York, with 64 unique institutions, is the largest comprehensive system of higher education in the United States. Educating nearly 468,000 students in more than 7,500 degree and certificate programs both on campus and online, SUNY has nearly 3 million alumni around the globe.
Plataforma
A Coursera é uma empresa digital que oferece um curso on-line massivo e aberto, fundado pelos professores de computação Andrew Ng e Daphne Koller Stanford University, localizado em Mountain View, Califórnia.
O Coursera trabalha com as melhores universidades e organizações para disponibilizar alguns dos seus cursos on-line e oferece cursos em várias disciplinas, incluindo: física, engenharia, humanidades, medicina, biologia, ciências sociais, matemática, negócios, ciência da computação, marketing digital, ciência de dados. e outros assuntos.Cours
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