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.
提供方
Introduction to Clinical Data Science
科罗拉多大学系统
課程信息
27,130 次近期查看
學生職業成果
25%
完成這些課程後已開始新的職業生涯
17%
通過此課程獲得實實在在的工作福利
您將學到的內容有
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.
學生職業成果
25%
完成這些課程後已開始新的職業生涯
17%
通過此課程獲得實實在在的工作福利
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
Some programming experience in any language.
完成時間大約為11 小時
建議：4 weeks of study, 1-3 hours/week
英語（English）
字幕：英語（English）
提供方
科罗拉多大学系统
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.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
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!
完成時間為 1 小時
4 個視頻 （總計 16 分鐘）, 5 個閱讀材料, 2 個測驗
4 個視頻
Introduction to Clinical Data Science3分鐘
Clinical Data Regulations5分鐘
Introduction to the MIMIC-III Data Set4分鐘
5 個閱讀材料
Introduction to Specialization Instructors5分鐘
Course Policies5分鐘
Accessing Course Data and Technology Platform15分鐘
Regulations and Health Privacy Resources10分鐘
MIMIC-III Resources and References10分鐘
2 個練習
Week 1 Practice Quiz12分鐘
Week 1 Assessment16分鐘
完成時間為 1 小時
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.
完成時間為 1 小時
7 個視頻 （總計 35 分鐘）
7 個視頻
Encounters4分鐘
Billing Data5分鐘
Laboratory Data7分鐘
Medication Data7分鐘
Clinical Observation Data1分鐘
Demographics, Social and Family History2分鐘
2 個練習
Week 2 Practice Quiz8分鐘
Week 2 Assessment16分鐘
完成時間為 3 小時
Tools: SQL
Develop basic skills in SQL (Structured Query Language) and query the real clinical data set used in the Clinical Data Science Specialization.
完成時間為 3 小時
5 個視頻 （總計 18 分鐘）, 6 個閱讀材料, 2 個測驗
5 個視頻
Querying Tables with SQL2分鐘
Joining Tables with SQL4分鐘
Aggregating Data with SQL4分鐘
Introduction to Google BigQuery3分鐘
6 個閱讀材料
Introduction and Learning Objectives for Programming Examples and Exercises5分鐘
Guide to Google BigQuery Interface10分鐘
Querying and Aggregating Individual Tables with Google BigQuery 45分鐘
Querying and Joining Multiple Tables with Google BigQuery30分鐘
Joining Tables with SQL15分鐘
Note about the Assessment2分鐘
2 個練習
Programming Exercises Practice Quiz24分鐘
Week 3 Assessment20分鐘
完成時間為 2 小時
Tools: R and the Tidyverse
Learn how to use the tidyverse to implement your Clinical Data Science Workflow in R.
完成時間為 2 小時
2 個視頻 （總計 6 分鐘）, 3 個閱讀材料, 2 個測驗
3 個閱讀材料
Working with RMarkdown Documents10分鐘
The Data Scientist's Workflow1 小時 15 分
Note about the Assessment2分鐘
2 個練習
Programming Exercises Practice Quiz22分鐘
Week 4 Assessment
審閱
4.6
來自INTRODUCTION TO CLINICAL DATA SCIENCE的熱門評論
由 ET 提供Oct 14, 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.
由 FM 提供Feb 11, 2019
Easy to understand, very professional and studying material is clear and relevant. I definitely recommend this course to jump into the clinical and healthcare data science world.
由 AL 提供Mar 18, 2020
This was a good general overview however there should have been more of a practice task based system when it came to the coding or make the coding a different segment altogether
由 VG 提供Feb 17, 2019
I found Rstudio very confusing as there was no proper introduction or hands on example. Took a great deal in going through the links and addressing.
由 SK 提供Jul 9, 2019
I encourage people to take this course.\n\nits real time and it equips with real skill.\n\nthe instructor is also so much great and into the point.
由 PL 提供Apr 3, 2019
The material is presented very clearly, and exercises are easy to understand and complete but really test one's knowledge of the material.
由 SR 提供Mar 7, 2019
Great introduction to clinical data science covering a range of topics such as informatics, SQL, data science, R and the R Tidyverse.
由 JM 提供Jan 23, 2020
I found the course very informative, which provides real clinical data and tools for acquiring the skills in clinical data science.
由 FE 提供Jan 18, 2020
Great course to get started into data science, clear cut explanations by Laura Wiley and assignments that make sense. Thank you!
由 MW 提供Jun 23, 2019
I really enjoyed this class. I had to go slowly because I was busy, but it was just the right amount of information for me.
由 MB 提供Jan 27, 2020
Very good course with quizzes that challenge a bit. Content is presented in a concise and didactically appropriate manner.
由 BB 提供Jul 1, 2019
Wrong quiz algorithm. I didn't get answer why for more than 4 days. They didn't correct quiz. I am really disappointed.
由 RP 提供May 18, 2019
Great introduction to fundamental concepts. May be challenging for those without any prior experience in SQL or R.
由 SJ 提供Feb 8, 2020
Nice simple to understand and eases the participant into data science for clinical world.
由 AB 提供May 9, 2019
I enjoyed this course. I felt the material presented was concise and easy to understand.
由 KN 提供Apr 1, 2019
Good introduction to see if you want to progress through the rest of the program
由 RJ 提供May 16, 2019
Great introduction to the clinical data science domain and toolsets
由 JC 提供Aug 9, 2019
Great intro and ability to build a base for early script writing.
由 AM 提供Mar 1, 2019
Great introductory course for aspiring clinical data scientists
由 AR 提供Jul 15, 2019
Good short introductory course. Clearly taught and scheduled.
常見問題
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退款政策是如何规定的？
有助学金吗？
I live in an area that restricts access to Google products. Will I be able to complete the specialization?
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.
還有其他問題嗎？請訪問 學生幫助中心。
