Lesson 1
CSE 8803 Special Topics: Big Data
Course
In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.
In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.
Last Updated March 7, 2022
Course Lessons
Lesson 2
Big Data Course Overview
Lesson 3
Predictive Modeling
Lesson 4
MapReduce
Lesson 5
Classification Methods: Metrics
Lesson 6
Ensemble Methods
Lesson 7
Computational Phenotyping
Lesson 8
Clustering
Lesson 9
Spark
Lesson 10
Medical Ontology
Lesson 11
Graph Analysis
Lesson 12
Dimensionality Reduction/Tensor Factorization
Lesson 13
Patient Similarity
Lesson 14
Deep Neural Network (DNN)
Lesson 15
Convolutional Neural Networks (CNN)
Lesson 16
Recurrent Neural Networks (RNN)
Taught By The Best
Jimeng Sun
Instructor
David Joyner
Instructor
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