What is XAI? Understanding Explainable Artificial Intelligence
Introduction Artificial Intelligence (AI) has made groundbreaking advancements, but many of its decision-making processes remain a "black box" to humans....
Natural Language Processing
Building Hybrid Search Engine : Combining Keyword and Semantic Search
In today’s digital age, the ability to efficiently retrieve relevant information from vast amounts of data is crucial. Traditional keyword...
Why Transformers Are the Future: Limitations of LSTMs and How They’re Solved
Recurrent Neural Networks (RNNs) and their variants like Long Short-Term Memory (LSTM) and Bidirectional LSTM (BiLSTM) models have significantly improved...
Bidirectional LSTMs: Enhanced Text Generation better than LSTM
Text generation has become an integral part of many applications, including chatbots, content creation, and automated storytelling. Among the various...
Text Generation Made Easy with LSTM: A Comprehensive Guide for Beginners
Objective:To understand how LSTMs solve the problem of long-term dependencies in text generation, and to implement a simple word-based text...
Generate Text with N-grams Language Models: Working, Implementation & Limitations
As we dive deeper into text generation, we encounter the N-gram model, which improves upon simpler models like Markov Chains...
NLP Basics Quiz 3
Welcome to the NLP Basics Quiz 3! 🔍In this quiz, you'll dive deeper into advanced NLP concepts such as Word2Vec,...
NLP Basics Quiz 2
Welcome to the NLP Basics Quiz 2! ✨This quiz will further test your knowledge of natural language processing by covering...
NLP Basic Quiz 1
Welcome to the NLP Basics Quiz! 🎉Test your understanding of the fundamental concepts of Natural Language Processing (NLP). This quiz...
