This course will prepare you to complete all parts of the Clinical Data Science Specialization. In this course you will learn how clinical data are generated, the format of these data, and the ethical and legal restrictions on these data. You will also learn enough SQL and R programming skills to be able to complete the entire Specialization - even if you are a beginner programmer. While you are taking this course you will have access to an actual clinical data set and a free, online computational environment for data science hosted by our Industry Partner Google Cloud.
Este curso faz parte do Programa de cursos integrados Clinical Data Science
oferecido por
Programa de cursos integrados Clinical Data ScienceSistema de Universidades do ColoradoUniversidade do ColoradoInformações sobre o curso
19,451 visualizações recentes
Resultados de carreira do aprendiz
20%
comecei uma nova carreira após concluir estes cursos
27%
consegui um benefício significativo de carreira com este curso
25%
recebi um aumento ou promoção
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 1 de 6 no
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível intermediário
Some programming experience in any language.
Aprox. 8 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol
O que você vai aprender
Describe how each type of clinical data are generated, specifically outlining who creates the data, when and why the data are generated.
Write SQL code to combine two or more tables using database joins.
Write R code to manipulate and tidy data including: selecting columns, filtering rows, and joining data sets.
Write markdown formatted text and combine with R code in RMarkdown documents.
Resultados de carreira do aprendiz
20%
comecei uma nova carreira após concluir estes cursos
27%
consegui um benefício significativo de carreira com este curso
25%
recebi um aumento ou promoção
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Curso 1 de 6 no
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível intermediário
Some programming experience in any language.
Aprox. 8 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol
oferecido por
Sistema de Universidades do ColoradoUniversidade do Colorado
The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond.
Programa - O que você aprenderá com este curso
2 horas para concluir
Welcome to the Clinical Data Science Specialization
Learn what clinical data science is all about and get access to the free technology environment hosted by Google Cloud!
2 horas para concluir
4 vídeos (Total 16 mín.), 5 leituras, 2 testes
4 videos
Introduction to Clinical Data Science3min
Clinical Data Regulations5min
Introduction to the MIMIC-III Data Set4min
5 leituras
Introduction to Specialization Instructors5min
Course Policies5min
Accessing Course Data and Technology Platform15min
Regulations and Health Privacy Resources10min
MIMIC-III Resources and References10min
2 exercícios práticos
Week 1 Practice Quiz30min
Week 1 Assessment30min
1 hora para concluir
Introduction: Clinical Data
Clinical data are complex. Walk through the four-W's of clinical data to understand where they come from and what they look like.
1 hora para concluir
7 vídeos (Total 35 mín.)
7 videos
Encounters4min
Billing Data5min
Laboratory Data7min
Medication Data7min
Clinical Observation Data1min
Demographics, Social and Family History2min
2 exercícios práticos
Week 2 Practice Quiz30min
Week 2 Assessment16min
3 horas para concluir
Tools: SQL
Develop basic skills in SQL (Structured Query Language) and query the real clinical data set used in the Clinical Data Science Specialization.
3 horas para concluir
5 vídeos (Total 18 mín.), 6 leituras, 2 testes
5 videos
Querying Tables with SQL2min
Joining Tables with SQL4min
Aggregating Data with SQL4min
Introduction to Google BigQuery3min
6 leituras
Introduction and Learning Objectives for Programming Examples and Exercises5min
Guide to Google BigQuery Interface10min
Querying and Aggregating Individual Tables with Google BigQuery 45min
Querying and Joining Multiple Tables with Google BigQuery30min
Joining Tables with SQL15min
Note about the Assessment2min
2 exercícios práticos
Programming Exercises Practice Quiz30min
Week 3 Assessment20min
2 horas para concluir
Tools: R and the Tidyverse
Learn how to use the tidyverse to implement your Clinical Data Science Workflow in R.
2 horas para concluir
2 vídeos (Total 6 mín.), 3 leituras, 2 testes
3 leituras
Working with RMarkdown Documents10min
The Data Scientist's Workflow1h 15min
Note about the Assessment2min
2 exercícios práticos
Programming Exercises Practice Quiz22min
Week 4 Assessment
Avaliações
Principais avaliações do INTRODUCTION TO CLINICAL DATA SCIENCE
por KY15 de Nov de 2020
The course is great overall. But when it comes to teaching SQL and R, there is too much to learn with just a few explanation. It is not easy for those who do not have background knowledge on those.
por AS28 de Out de 2019
Very nice overview of a very complex topic. Somewhat superficial in some areas, but this is an introduction class and covered everything to an acceptable degree. A very intimidating topic.
por RR23 de Mai de 2020
Nice bite sized pieces, with relevant application to querying hospital database using (pre-requisite knowledge) of SQL and R-prog. Definitely useful for my speciality and line of work.
por ET14 de Out de 2019
One great course I will recommend to people. Had the chance to learn so much, especially about the MIMIC III dataset as I am using it for a project in AI. Thank you for this course.
Sobre Programa de cursos integrados Clinical Data Science
Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist!
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
O que recebo ao me inscrever nesta Especialização?
Is financial aid available?
I live in an area that restricts access to Google products. Will I be able to complete the specialization?
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