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Medical Decision Support >> Content Detail



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Calendar

Lec #TopicsKEY DATES
1Introduction to Course
2Decision Analysis 1
3Decision Analysis 2, Linear Regression
4Predictive Modeling, Data Collection
5Logistic Regression, MLE
6Evaluation
7Instance-based Models 1 - kNN
8Instance-based Models 2 - Trees and Rules
9Homework 2 - Trees and Rules
10Ensemble Models
11PCA, LDA
12Unsupervised Learning
13Neural Networks
14Homework 2 - Trees and RulesAssignment due
15Review
16Survival Analysis
Midterm
17Statistical Learning Theory
18Model Construction Schemas 1
19Model Construction Schemas 2
20Preprocessing Algorithms 1
21Preprocessing Algorithms 2
22Analysis of Problems, Complexity
23Search Algorithms
24Bioinformatics 1 (Hypothesis Generation, Sequence Alignment)
25Bioinformatics 2 (Phylogenetic Trees, Haplotype Tagging)
26Student Project Presentation 1
27Student Project Presentation 2

 








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