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Introduction to Clinical Data Science · LearnSpace
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Introduction to Clinical Data Science

Курс от University of Colorado System
Средний≈ 8.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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. At the end of this course you will be prepared to embark on your clinical data science education journey, learning how to take data created by the healthcare system and improve the health of tomorrow's patients.

Навыки, которые вы освоите

Clinical Data ManagementData ManipulationTidyverse (R Package)SQLHealth Insurance Portability And Accountability Act (HIPAA) ComplianceData WranglingHealth InformaticsData EthicsR ProgrammingQuery LanguagesElectronic Medical RecordMedical PrivacyR (Software)Data ScienceClinical Research EthicsGoogle Cloud PlatformData ProcessingData AccessStatistical Programming

Программа курса

4 модулей · 41 учебных материалов

01Welcome to the Clinical Data Science Specialization12 материалов

Welcome to Introduction to Clinical Data Science

Welcome to Introduction to Clinical Data ScienceВидеоGet help and meet other learners in this course. Join your discussion forums!Чтение

Introduction to Specialization Instructors

Introduction to Specialization InstructorsЧтение

Introduction to Clinical Data Science

Учитесь у экспертов

Laura K. Wiley, PhD

Associate Professor

Introduction to Clinical Data Science
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Обучение на Coursera

≈ 8.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Introduction to Clinical Data ScienceВидео

Clinical Data Regulations

Clinical Data RegulationsВидео

Introduction to the MIMIC-III Data Set

Introduction to the MIMIC-III Data SetВидео

Getting Started

Course PoliciesЧтениеAccessing Course Data and Technology PlatformЧтение

Additional Resources (Optional)

Regulations and Health Privacy ResourcesЧтениеMIMIC-III Resources and ReferencesЧтениеWeek 1 Practice QuizЗадание

Week 1 Assessment

Week 1 AssessmentЗадание
02Introduction: Clinical Data9 материалов

Introduction to Clinical Data

Introduction to Clinical DataВидео

Encounters

EncountersВидео

Billing Data

Billing DataВидео

Laboratory Data

Laboratory DataВидео

Medication Data

Medication DataВидео

Clinical Observation Data

Clinical Observation DataВидео

Demographics, Social and Family History

Demographics, Social and Family HistoryВидео

Additional Resources (Optional)

Week 2 Practice QuizЗадание

Week 2 Assessment

Week 2 AssessmentЗадание
03Tools: SQL13 материалов

Introduction to Databases

Introduction to DatabasesВидео

Querying Tables with SQL

Querying Tables with SQLВидео

Joining Tables with SQL

Joining Tables with SQLВидео

Aggregating Data with SQL

Aggregating Data with SQLВидео

Introduction to BigQuery

Introduction to Google BigQueryВидео

Programming Examples and Exercises

Introduction and Learning Objectives for Programming Examples and ExercisesЧтениеGuide to Google BigQuery InterfaceЧтениеQuerying and Aggregating Individual Tables with Google BigQuery ЧтениеQuerying and Joining Multiple Tables with Google BigQueryЧтение

Additional Resources (Optional)

Joining Tables with SQLЧтениеProgramming Exercises Practice QuizЗадание

Week 3 Assessment

Note about the AssessmentЧтениеWeek 3 AssessmentЗадание
04Tools: R and the Tidyverse7 материалов

Introduction to R and the Tidyverse

Introduction to R and the TidyverseВидео

Introduction to RStudio

Introduction to RStudioВидео

Programming Examples and Exercises

Working with RMarkdown DocumentsЧтениеThe Data Scientist's WorkflowЧтение

Additional Resources (Optional)

Programming Exercises Practice QuizЗадание

Week 4 Assessment

Note about the AssessmentЧтениеWeek 4 AssessmentЗадание