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Introduction to Clinical Data Science
Intermediate
Online
8 Hours
1,699 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Coursera |
The fees for the course is :
| Fees components | Amount |
| 1 month | Rs. 1,699/month |
| 3 month | Rs. 1,166/month |
| 6 month | Rs. 867/month |
The Syllabus
Videos
- Welcome to Introduction to Clinical Data Science
- Introduction to Clinical Data Science
- Clinical Data Regulations
- Introduction to the MIMIC-III Data Set
Readings
- Introduction to Specialization Instructors
- Course Policies
- Accessing Course Data and Technology Platform
- Regulations and Health Privacy Resources
- MIMIC-III Resources and References
Practice Exercises
- Week 1 Practice Quiz
- Week 1 Assessment
Videos
- Introduction to Clinical Data
- Encounters
- Billing Data
- Laboratory Data
- Medication Data
- Clinical Observation Data
- Demographics, Social and Family History
Practice Exercises
- Week 2 Practice Quiz
- Week 2 Assessment
Videos
- Introduction to Databases
- Querying Tables with SQL
- Joining Tables with SQL
- Aggregating Data with SQL
- Introduction to Google BigQuery
Readings
- Introduction and Learning Objectives for Programming Examples and Exercises
- Guide to Google BigQuery Interface
- Querying and Aggregating Individual Tables with Google BigQuery
- Querying and Joining Multiple Tables with Google BigQuery
- Joining Tables with SQL
- Note about the Assessment
Practice Exercises
- Programming Exercises Practice Quiz
- Week 3 Assessment
Videos
- Introduction to R and the Tidyverse
- Introduction to RStudio
Readings
- Working with RMarkdown Documents
- The Data Scientist's Workflow
- Note about the Assessment
Practice Exercises
- Programming Exercises Practice Quiz
- Week 4 Assessment