Introduction to Clinical Data

What you will learn from the Introduction to Clinical Data

  • How to construct Data mining workflow
  • Common data types in Healthcare
  • Strengths and weaknesses of observational data
  • Time series and non-time series data
  • Timelines, timescales and representations of time
  • Timing of exposures and outcomes
  • Different ways to put data in bins
  • How to create features from structured sources
  • Using features and the presence of features
  • How to deal with missing values & too many features
  • What are signals and Why signals are important?
  • Major issues with using signals
  • Challenges in electronic phenotyping
  • Ethical Issues in Data sources for AI

Course Instructors Nigam Shah, Steven Bagley, David Magnus & Offered by Stanford University from Coursera

Course Duration: 12 hours to complete

Course is for Beginner Level

Note: 100% OFF Udemy coupon codes are valid for maximum 3 days only. Look for "ENROLL NOW" button at the end of the post.
Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Read more about Affiliate disclosure here.
Deal Score0

Udemy Popular Instructors: Rob Percival | Phil Ebiner | 365 Careers | Chris Haroun | Colt Steele | Jose Portilla | Kirill Eremenko | Maximilian Schwarzmüller | Ben Tristem | Daragh Walsh | Evan Kimbrell | Dr. Angela Yu | Laurence Svekis | Start-Tech Academy | Mike Wheeler | Joeel & Natalie Rivera | Stephane Maarek | Hadelin de Ponteves | Tim Buchalka | Scott Duffy | Valentin Despa | Mohsen Hassan | Jaysen Batchelor | Jason Dion | KodeKloud Training | Stephen Grider | Daniel Walter Scott | Rahul Shetty | Andrei Neagoie | in28Minutes Official | Mauricio Rubio | Leila Gharani | Chris Croft | Lawrence M. Miller | Steve Ballinger | Eshant Garg | Juan Gabriel Gomila Salas | Alexander Hagmann | CADCIM Technologies | Sandeep Kumar ­ | Neil Cummings | Denis Panjuta | Tarek Roshdy | Minerva Singh | Matthew Barnett | Siva Prasad | Dr Karen E Wells | Graham Nicholls | Kain Ramsay |

Courses by Top Universities and Institutions: Google Cloud | Stanford University | Deeplearning.ai | University of Michigan | University of Illinois | IBM | Johns Hopkins University | Northwestern University | University of Minnesota | HSE University | Duke Univercity | New York Institute of Finance | Rice University | University of Washington | Yale University |
Course Coupon Club
Logo