Understanding Image Data: How it stores and process in the Computer
Introduction Images are everywhere in our digital world, from social media to websites and games. But how does a computer...
Gen AI
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....
Retrieval-Based Chatbots: Virtual Librarians of the Digital Age
Introduction Retrieval-based chatbots are akin to virtual librarians. They don’t create new content but help users find the exact information...
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...
Text Generation with Recurrent Neural Networks (RNNs) : A Step-by-Step Guide
This article explains how Recurrent Neural Networks (RNNs) work for text generation. We’ll explore the problems with earlier approaches (Markov...
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...
Text Generation with Markov Chains: How It Works and Their Limitations
Generative AI has various approaches to create new content, and one of the simplest and widely-used techniques for text generation...
An Introduction to Generative AI : Easy Examples, Working and Applications
Generative Artificial Intelligence (AI) is a fascinating area of machine learning where the goal is to create models that can...
Gen AI Medium Level Quiz 4
Welcome to the Generative AI Medium Level Quiz 4! 🤖This quiz challenges your understanding of advanced generative AI concepts, covering...
Gen AI Basics Quiz 3
Welcome to the Generative AI Basics Quiz 3! 🤖This quiz focuses on deepening your understanding of key generative AI topics,...
Gen AI Basics Quiz 2
Welcome to the Generative AI Basics Quiz 2! 🤖This quiz will further test your understanding of Generative AI with fresh...
Gen AI Basics Quiz 1
Welcome to the Generative AI Basics Quiz! 🎉Explore the exciting world of Generative AI through this quiz. You will face...