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Machine Learning Project Steps (Prepare Data (Sumarise Data (shape, sneak…
Machine Learning Project Steps
Define Problem
Prepare Data
Load data
Sumarise Data
shape
sneak peek
statistical analysis
class distribution
Visualise data
Univariate
box/ whiskers plot
histogram
Multivariate
scatter matrix
Evaluate Algorithms
Validation set split
Algorithms
Linear
Logistic Regression
LDA
Non Linear
Naive Bayes
SVM
KNN
Classification and Regression Trees
Improve results
Present Results