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ML task process (acquire data (acquire data (upload data, integrate data,…
ML task process
acquire data
acquire data
upload data
integrate data
save data
explore data
identify variable
visualize data
sample data
preprocess data
detect outlier
detect missing value
normalization
train model
create dataset
load data
create dataset
create batch
apply data augmentation
create model
load existing model
create model
create network
load existing network
create network
create objective
create loss
create regularizer
set hyperparameter
set optimizer
train model
apply model
prepare data
infer with model