I will do a great job in data mining visualization
About:
perform predictive analysis , visualizations , mining1.data preprocessing
2. regresson
2.1simple , multiple and polynomial regression
2.2decision tree regression
2.3random forest regression
2.4support vector regression and regularization
3.classification
3.1 k nearest neighbors
3.2support vector machine
3.3kernel svm
3.4 Naives Bayes
3.5 Decision tree classification
3.6 random forest classification
4. clustering
4.1 k means clustering
4.2 hierarchal clustering
5.deep learning
5.1artificial neural networks
5.2convolutional neural networks
6.dimensionality reduction
6.1 principal component analysis
6.2 linear discriminant analysis
6.3 kernel pca
model selection and XGboost
interpretation and evaluation involves
Crossvalidation, Confusion Matrix, ROC curve,Mean squared error MSE
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