Deep Learning

Fine-Tuning BERT for 90%+ Accuracy in Text Classification
Naveen πŸ“… April 20, 2025

Fine-Tuning BERT for 90%+ Accuracy in Text Classification

What are Pretrained Language Models? Pretrained Language Models (PLMs) are deep learning models trained on large corpus of text to understand...

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Markov Decision Process (MDP): The Foundation of RL
Rajesh πŸ“… April 19, 2025

Markov Decision Process (MDP): The Foundation of RL

Machine learning employs reinforcement learning (RL) as a strong paradigm which allows agents to optimize their decisions through environmental experience....

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A Comprehensive Guide on Attention-Based RAG
Rajesh πŸ“… February 8, 2025

A Comprehensive Guide on Attention-Based RAG

The advanced model Attention-Based RAG (Retrieval-Augmented Generation) extends RAG principles through attention mechanisms to improve both retrieval precision and document...

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Understanding the Perceptron Neural Network
Naveen πŸ“… December 15, 2024

Understanding the Perceptron Neural Network

What is a Perceptron? A perceptron is a simple type of neuron in a neural network. Here’s what a perceptron...

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How to Become a Prompt Engineer in 2024
Naveen πŸ“… November 25, 2023

How to Become a Prompt Engineer in 2024

In this article, we will explore the role of prompt engineers in the field of AI technology. Prompt engineers play...

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Naveen πŸ“… November 2, 2023

How to Create an Image Classification Model using Hugging Face in 5 Lines

In 2021, when it comes to natural language processing tasks, most people turn to Hugging Face for solutions. However, did...

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Naveen πŸ“… October 27, 2023

Building a Classification Model with VGG19 for Image Recognition

Image classification is a fascinating field of machine learning that involves teaching a computer to recognize and categorize objects or...

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Naveen πŸ“… October 14, 2023

Generating new MNIST digits in PyTorch using AutoEncoder

Are you curious about how machines can learn to understand and generate images? In this blog post, we’re going to...

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Top 10 Best AI Companies in 2024
Naveen πŸ“… September 28, 2023

Top 10 Best AI Companies in 2024

In our fast-changing world, new ideas are really important for making progress. One big idea that’s changing things a lot...

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Denoising Images with Autoencoders Using TensorFlow and Python
Naveen πŸ“… September 27, 2023

Denoising Images with Autoencoders Using TensorFlow and Python

In today’s digital world, images play an important role in various applications, from medical imaging to self-driving cars. However, images...

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10 Underrated AI Tools That Will Change Your Life and Business
Naveen πŸ“… September 24, 2023

10 Underrated AI Tools That Will Change Your Life and Business

In this blog post, we will explore ten underrated and less-known AI tools that have the potential to revolutionize your...

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Naveen πŸ“… September 19, 2023

Backpropagation in Neural NetworksΒ with an Examples

In this article, we will talk about the concept of backpropagation, which can be considered the building block of a...

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