Informações sobre o curso
Programa de cursos integrados
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Nível intermediário

Nível intermediário

Some programming experience in any language.

Horas para completar

Aprox. 17 horas para completar

Sugerido: 4 weeks of study, 1-3 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês

O que você vai aprender

  • Check

    Describe how each type of clinical data are generated, specifically outlining who creates the data, when and why the data are generated.

  • Check

    Write SQL code to combine two or more tables using database joins.

  • Check

    Write R code to manipulate and tidy data including: selecting columns, filtering rows, and joining data sets.

  • Check

    Write markdown formatted text and combine with R code in RMarkdown documents.

Programa de cursos integrados
100% online

100% online

Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.
Nível intermediário

Nível intermediário

Some programming experience in any language.

Horas para completar

Aprox. 17 horas para completar

Sugerido: 4 weeks of study, 1-3 hours/week...
Idiomas disponíveis

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
Horas para completar
1 hora 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!...
Reading
4 vídeos (total de (Total 16 mín.) min), 5 leituras, 2 testes
Video4 videos
Introduction to Clinical Data Science3min
Clinical Data Regulations5min
Introduction to the MIMIC-III Data Set4min
Reading5 leituras
Introduction to Specialization Instructors5min
Course Policies5min
Accessing Course Data and Technology Platform15min
Regulations and Health Privacy Resources10min
MIMIC-III Resources and References10min
Quiz2 exercícios práticos
Week 1 Practice Quiz12min
Week 1 Assessment16min
Semana
2
Horas para completar
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. ...
Reading
7 vídeos (total de (Total 35 mín.) min), 2 testes
Video7 videos
Encounters4min
Billing Data5min
Laboratory Data7min
Medication Data7min
Clinical Observation Data1min
Demographics, Social and Family History2min
Quiz2 exercícios práticos
Week 2 Practice Quiz8min
Week 2 Assessment16min
Semana
3
Horas para completar
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....
Reading
5 vídeos (total de (Total 18 mín.) min), 6 leituras, 2 testes
Video5 videos
Querying Tables with SQL2min
Joining Tables with SQL4min
Aggregating Data with SQL4min
Introduction to Google BigQuery3min
Reading6 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
Quiz2 exercícios práticos
Programming Exercises Practice Quiz24min
Week 3 Assessment20min
Semana
4
Horas para completar
2 horas para concluir

Tools: R and the Tidyverse

Learn how to use the tidyverse to implement your Clinical Data Science Workflow in R. ...
Reading
2 vídeos (total de (Total 6 mín.) min), 3 leituras, 2 testes
Video2 videos
Introduction to RStudio3min
Reading3 leituras
Working with RMarkdown Documents10min
The Data Scientist's Workflow15min
Note about the Assessment2min
Quiz2 exercícios práticos
Programming Exercises Practice Quiz22min
Week 4 Assessment

Instrutores

Avatar

Laura K. Wiley, PhD

Assistant Professor
Division of Biomedical Informatics and Personalized Medicine, Anschutz Medical Campus

Sobre University of Colorado System

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....

Sobre o 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! This specialization provides learners with hands on experience in use of electronic health records and informatics tools to perform clinical data science. This series of six courses is designed to augment learner’s existing skills in statistics and programming to provide examples of specific challenges, tools, and appropriate interpretations of clinical data. By completing this specialization you will know how to: 1) understand electronic health record data types and structures, 2) deploy basic informatics methodologies on clinical data, 3) provide appropriate clinical and scientific interpretation of applied analyses, and 4) anticipate barriers in implementing informatics tools into complex clinical settings. You will demonstrate your mastery of these skills by completing practical application projects using real clinical data. This specialization is supported by our industry partnership with Google Cloud. Thanks to this support, all learners will have access to a fully hosted online data science computational environment for free! Please note that you must have access to a Google account (i.e., gmail account) to access the clinical data and computational environment....
Clinical Data Science

Perguntas Frequentes – FAQ

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • Unfortunately at this time we can only allow students who have access to Google services (e.g., a gmail account) to complete the specialization. This is because we give students access to real clinical data and our privacy protections only allow data sharing through the Google BigQuery environment.

Mais dúvidas? Visite o Central de Ajuda ao Aprendiz.