Search result for Data models Online Courses & Certifications
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Clinical Data Models and Data Quality Assessments
by Laura K. Wiley, PhD , Michael G. Kahn, MD, PhD- 4.2
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Approx. 17 hours to complete
This course aims to teach the concepts of clinical data models and common data models. Introduction: Clinical Data Models and Common Data Models Welcome to Clinical Data Models and Data Quality Assessments Clinical Data Models and Common Data Models Tools: Querying Clinical Data Models Comparing the MIMIC and OMOP Data Models Tools: Querying Clinical Data Models...
Business Analytics
by Josh Bernhard , Dana Sheahan , Mat Leonard , Derek Steer , Sam Nelson- 0.0
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3 Months
This Nanodegree program is a great introduction to the fundamentals of data and analysis. You’ll learn to analyze data and build models with Excel, query databases using SQL, and create informative data visualizations with Tableau. Learn to analyze data and build models with Excel, query databases using SQL, and create informative data visualizations with Tableau....
Predictive Modeling and Transforming Clinical Practice
by Laura K. Wiley, PhD- 0.0
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Approx. 11 hours to complete
This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their predictive models. Introduction: Clinical Prediction Models Developing Clinical Prediction Models Accessing Course Data and Technology Platform Qualitative Methods: Data Collection Qualitative Methods: Data Analysis Clinical Decision Support for Prediction Models Clinical Data for Prediction Models...
Data Engineer
by Amanda Moran , Ben Goldberg , Sameh El-Ansary , Olli Iivonen , David Drummond , Judit Lantos , Juno Lee- 0.0
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5 Months
The data engineering field is expected to continue growing rapidly over the next several years, and there’s huge demand for data engineers across industries. Udacity has collaborated with industry professionals to offer a world-class learning experience so you can advance your data engineering career. This program is designed to prepare people to become data engineers....
Healthcare Data Models
by Doug Berman- 4.4
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Approx. 12 hours to complete
Career prospects are bright for those qualified to work in healthcare data analytics. You’ll get an overview of common data models and their uses. Introduction to Healthcare Data Models The Uniqueness of Data Models as Used in Healthcare Data Models and Use Cases They Support Comparing and Contrasting Healthcare Data Models...
Big Data Modeling and Management Systems
by Ilkay Altintas , Amarnath Gupta- 4.4
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Approx. 13 hours to complete
Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? Introduction to Data Models Other Data Models Exploring Graph Data Models with Gephi Slides: Other Data Models Exploring Vector Data Models with Lucene Exploring Graph Data Models with Gephi Data Models Quiz Working With Data Models...
Classification Models
by Ben Burkholder- 0.0
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Approx. 2 weeks
Predictive analytics has proved to be a powerful tool to help businesses analyze data and predict future outcomes and trends. lesson 2 Binary Classification Models Learn how to use models to predict data with two possible outcomes. lesson 3 Non-Binary Classification Models Learn how to use models to predict categorical data with three or more possible outcomes....
Free
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Segmentation and Clustering
by Rod Light- 0.0
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Approx. 3 weeks
However, with the rich amount of data business have now, much more sophisticated segmentation approaches are available. lesson 2 Data Preparation for Clustering Models Learn how to select data for clustering models. Scale and transform data for clustering models. lesson 4 Clustering models design Learn the difference between k-centroid and hierarchical clustering models....
Free
Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
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Approx. 15 hours to complete
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. Fitting Statistical Models to Data with Python Guidelines What Do We Mean by Fitting Models to Data? WEEK 2 - FITTING MODELS TO INDEPENDENT DATA WEEK 3 - FITTING MODELS TO DEPENDENT DATA...
Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
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Approx. 22 hours to complete
In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do. Evaluating Regression Models Data and Code Files Variables in the Taxi Data...
