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Ayushi choudhary
Ayushi choudhary

43 Followers

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Apr 5, 2021

Optimizers in Deep Learning

What is Optimizers? Optimizers are algorithms used to reduce the loss function and update the weights in backpropagation. Here is the formula used by all the optimizers for updating the weights with a certain value of the learning rate.

Deep Learning

4 min read

Optimizers in Deep Learning
Optimizers in Deep Learning
Deep Learning

4 min read


Mar 29, 2021

Introduction to loss functions

Basically a loss function is a method of evaluating how well your algorithm models your dataset. A neural network is one such approach which applies arithmetic operations over many layers until an appropriate solution is obtained. To check how accurate the solution is, loss functions are used. Difference between a Loss Function and a Cost Function? Loss function is…

Deep Learning

3 min read

Introduction to loss functions
Introduction to loss functions
Deep Learning

3 min read


Mar 27, 2021

Types of Activation Functions

Everything you need to know about the activation functions in Deep learning! What is an Activation Function? In the neural network activation function plays an important role. The activation function determines the output of a deep learning network, its accuracy, and computational efficiency of training the network. Activation Function help in normalizing the output between…

Deep Learning

5 min read

Types of Activation Functions
Types of Activation Functions
Deep Learning

5 min read

Ayushi choudhary

Ayushi choudhary

43 Followers

Machine learning and data science enthusiast. Eager to learn new technology advances.

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