Deep Learning
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
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
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
What is a Perceptron? A perceptron is a simple type of neuron in a neural network. Hereβs what a perceptron...
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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...
Read More βHow 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...
Read More βBuilding 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...
Read More βGenerating 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
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
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
In this blog post, we will explore ten underrated and less-known AI tools that have the potential to revolutionize your...
Read More βBackpropagation 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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