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Updated 3 years ago
!pip install jovian --upgrade --quiet##General algorithm of linear regression:
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prepare datasets
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design models
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construct loss function --MSE and optimizer --SGD
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Training Loop:
i. forward pass : compute prediction and loss
ii. backward pass : gradient
iii. updates weights
##General algorithm of logistic regression:
1.prepare datasets
2. design models with activition funcions
-
construct loss function and optimizer
-
training loop:
i. forward pass: compute prediction and loss
ii. backward pass : gradient
iii. updates weights
Logistic Regression
Logistic Regression is a core supervised learning technique for solving classification problems.