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What is Artificial Intelligence? How does AI work, Types and Future of it?

Table of Content What is Artificial Intelligence?History of Artificial IntelligenceHow Artificial Intelligence Works?What are the types of Artificial Intelligence? Where is AI Used?What are the Prerequisites for...
Neural network

Recurrent Neural Network

Before starting with neural networks, let’s have a look at the basics of neural networks. Neural networks are considered as the most powerful and widely used algorithms. It is...

Introduction to Backpropagation Algorithm, Definition & Case Study

Neural NetworkWhat is backpropagation?How does backpropagation work?Loss FunctionWhy do we need backpropagation?Feed Forward NetworkTypes of BackpropagationCase Study In typical programming, we input data, perform processing logic and receive...

Introduction to Generative Adversarial Networks (GANs)

Supervised vs Unsupervised learningWhat are Generative Models?What are GANs?Where are GANs used?Tips for training GANsGenerating MNIST Handwritten Digit  Supervised vs Unsupervised Learning In Supervised Learning,...
Batch normalization

Batch Normalisation — Speed up Neural Network Training

What is Normalisation?How does Normalisation help?What is Batch Normalisation?Why do we use batch normalisation?Regularisation with batch normalisationImplementation using Keras What is Normalisation? Normalisation is a...