6. Optimisation and Non Linear Function

Lecture 16 Optimization

Discussion Content : Gradient Descent, Stochastic Gradient Descent, Batch/ Mini-batch Optimization

Content File : https://drive.google.com/file/d/1iK2E...

Lecture 17 Optimization Techniques in Machine Learning

Discussion Content : Underfiting and Overfiting, Linear and Logistic Regression, Softmax Classifier

Content File : https://drive.google.com/file/d/1xvO6...

Lecture 18 Nonlinear Functions

Discussion Content : Linear and Nonlinear Separability, Thresholding, Logistic Function, ReLU

Content File : https://drive.google.com/file/d/1-SDT...

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