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ML (Reducing loss (Gradient Step, Iterative approach, learning rate, SGD),…
ML
Reducing loss
Gradient Step
Iterative approach
learning rate
SGD
Example
particular instance
Labeled
train model
Unlabled
making prediction
Descending
Linear Regression
Training and Loss
measure
observation - prediction
Mean square error
Ml Framing
housing price
feature
size
area
age
floor
type
label
2017 price
unlabel data
2018 price
Generalization
Overfitting
Train and test