How to Build an AI Chatbot Without Coding
Building an AI chatbot without coding is now easier than ever, thanks to no-code and low-code platforms that provide intuitive tools and pre-built templates. These platforms allow anyone, regardless of….
Tag: NLP
Fake News Detection
Here’s a detailed and comprehensive explanation of Fake News Detection covering every step in a lengthy way. Fake News Detection: A Comprehensive Guide 1. Introduction Fake news detection is a….
Image Captioning Models
Image Captioning Models: A Comprehensive Guide Image captioning is a complex AI task that involves understanding an image and generating a descriptive text. This task combines computer vision and natural….
Topic Modeling (LDA)
Topic Modeling (LDA – Latent Dirichlet Allocation) Introduction Topic modeling is an unsupervised machine learning technique that identifies the underlying themes (topics) in a large collection of text documents. One….
Sentiment Analysis
Sentiment Analysis – A Comprehensive Guide 1. Introduction to Sentiment Analysis Sentiment Analysis, also known as opinion mining, is a Natural Language Processing (NLP) technique that determines the emotional tone….
Named Entity Recognition (NER)
Named Entity Recognition (NER) – A Comprehensive Guide 1. Introduction to Named Entity Recognition (NER) Named Entity Recognition (NER) is a fundamental task in Natural Language Processing (NLP) that involves….
Bag of Words and TF-IDF
Bag of Words (BoW) and TF-IDF in Natural Language Processing (NLP) Introduction In Natural Language Processing (NLP), text data needs to be converted into a numerical format before being used….
Tokenization and Lemmatization
Tokenization and Lemmatization in Natural Language Processing (NLP) Introduction to Tokenization and Lemmatization Natural Language Processing (NLP) is a branch of artificial intelligence that enables machines to understand and process….
Business Applications of Time Series Analysis
Business Applications of Time Series Analysis 1. Introduction to Time Series Analysis in Business Time Series Analysis is a crucial statistical technique used in business to analyze data collected over….
Seasonal Decomposition of Time Series
Seasonal Decomposition of Time Series (STL, Classical Decomposition) 1. Introduction to Seasonal Decomposition Seasonal Decomposition of Time Series (SDTS) is a statistical technique used to break down a time series….