Deep Learning

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Naveen πŸ“… September 8, 2023

Day 7 – What Are GANs? | Generative Adversarial Networks in Deep Learning

In this article, we will explore an important and popular deep learning neural network called Generative Adversarial Networks (GANs). GANs...

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Naveen πŸ“… September 2, 2023

Day 6 – What is Loss Function in Deep Learning | Loss Function in Machine Learning | Loss Function Types

In this blog, we will cover the concept of a loss function and its significance in artificial neural networks. Loss...

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Naveen πŸ“… August 18, 2023

LeNet-5 Architecture Explained | Introduction to LeNet-5 Architecture

LeNet-5 is a compact neural network comprising fundamental components of deep learning convolutional layers, pooling layers, and fully connected layers....

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Naveen πŸ“… August 8, 2023

Alexnet Architecture Explained | Introduction to Alexnet Architecture

The introduction of AlexNet in 2012 has changed the image recognition field. Thousands of researchers and entrepreneurs were able to...

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Naveen πŸ“… July 25, 2023

Sigmoid Activation Function in Detail Explained

When it comes to artificial neural networks, the Sigmoid activation function is a real superstar! It might sound like a...

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Naveen πŸ“… July 18, 2023

Understanding the Softmax Activation Function: A Detailed Explanation

The Softmax activation function is one of the most important activation function in artificial neural networks. Its primary purpose is...

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Naveen πŸ“… July 13, 2023

Day 5: Everything you need to know about Activation Functions in Deep learning

Deep learning is a powerful area of ​​artificial intelligence that has received a lot of attention in recent years. One...

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Naveen πŸ“… July 4, 2023

The Differences between Sigmoid and Softmax Activation function?

In the field of neural networks, activation functions play an important role in transforming linear output into nonlinear, allowing models...

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Naveen πŸ“… July 4, 2023

Day 4: Exploring the Fundamentals of Artificial Neural Networks

Artificial neural networks (ANN) have revolutionized the field of artificial intelligence, enabling computers to perform complex tasks such as image...

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Naveen πŸ“… June 28, 2023

From Zero to Hero: The Ultimate PyTorch Tutorial for Machine Learning Enthusiasts

Machine learning has revolutionized a number of industries, from healthcare to finance, by allowing computers to learn from data and...

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Naveen πŸ“… June 27, 2023

Day 3: Deep Learning vs. Machine Learning: Key Differences Explained

In the world of artificial intelligence, two terms often mentioned are “deep learning” and “machine learning.” Both technologies play significant...

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Naveen πŸ“… June 19, 2023

Day 2: 14 Types of Neural Networks and their Applications

1 – Introduction to Neural Networks Artificial intelligence has changed drastically because of neural networks, which are now an important...

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