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Data Analysis and Mining

2024-10-22 16:19:20 0 Report
Data Analysis and Mining
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Outline/Content
Basic Concepts
Classification & Clustering
Prediction & Regression
Time series analysis
Association rules & deviation detection
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General data mining methods
Principal Component Analysis
Factor analysis
Statistical Analysis
Decision tree
Bayes
Genetic Algorithm
Machine Learning
Convolutional Neural Network
RBN
Deep Belief Network
Deep Learning
Function Classification
Mahout
Spark Mlib
TensorFlow
Relevant technologies
DAS
PAI
Platform
Data Analysis and Mining
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