Big Data Analytics in Healthcare by Georgia Tech

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Course type

Level

Intermediate

Time/Effort

1 day – Time/Effort

Created by

Georgia Tech, Udacity

Provider

Session type

Self-paced

Pricing

Instalments

N/A

Certificate

No

Projects

No

Tutor support

No

Access

Course lifetime

More features

Interactive quizzes, Practical exercises

Language

English

Subtitles

English

Skills Covered: Data Analytics, Health Care Applications, Algorithms

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ABOUT THIS COURSE


Gain practical knowledge of algorithms and systems in the context of healthcare applications. Large amounts of heterogeneous medical data have become available in various healthcare organizations. This data could be used as a resource for deriving insights for improving care delivery and reducing waste.

WHAT YOU WILL LEARN


Big Data

  • Predictive Modeling
  • Dimensionality Reduction & Tensor Factorization
  • Graph Analysis

Healthcare

  • Computational Phenotyping
  • Patient Similarity Metrics
  • Medical Ontology

Technologies

  • MapReduce
  • Spark
  • Hadoop
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Big Data Analytics in Healthcare by Georgia Tech
Big Data Analytics in Healthcare by Georgia Tech

Free!

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