Shiva kumar

Artificial Intelligent Chat-Bot is a powerful conversational AI tool that excel in different areas. It is a computer program that uses artificial intelligence (AI) and natural language processing to understand customer questions and automate responses to them, simulating human conversation. AI chatbots use natural language understanding (NLU) to discern the

In this article, we will explore how to fine-tune the BERT (Bidirectional Encoder Representations from Transformers) model for machine translation using PyTorch. We will go through the step-by-step process of loading and preprocessing the dataset, tokenizing and encoding the sentences, creating a Data Loader for training and validation sets, fine-tuning

LSTM stands for long short term network. It is a type of a recurrent neural network with higher  power to remember the output of the previous node so that the accuracy for predicting the next outcomes increases. LSTM is the solution for the vanishing gradient or long term dependence issue

In this article we are going perform the sentiment analysis on restaurant reviews dataset. We are going to build an explainable model using of logistic regression from the glass box library and show the explainability of the model. DATA PREPROCESSING The first step in the context of sentiment analysis is

Introduction: In the world of artificial intelligence and machine learning, Recurrent Neural Networks (RNNs) have emerged as a powerful tool for processing sequential data. Whether it's natural language processing, speech recognition, time series analysis, or even music generation, RNNs have proven to be remarkably effective in capturing the