Artificial Intelligence / Machine Learning

Emoji and Emoticon Management

Natural Language Processing has diverse applications. It encompasses sentiment analysis for understanding emotions in text, chatbots and virtual assistants that interact with users, text classification and categorization for organizing information, named entity recognition to extract specific entities, machine translation for language conversion, text summarization for condensing content, question answering systems
3 min read
Artificial Intelligence / Machine Learning

Sentiment Analysis Made Easy: Building, Deploying, and Tracking with Logistic Regression, Flask, and MLflow

In today's digital age, the explosion of text data on social media, product reviews, and online discussions has made sentiment analysis an essential tool for businesses and researchers alike. Sentiment analysis involves the use of Natural Language Processing (NLP) techniques to determine the underlying sentiment expressed in a piece of
12 min read
Artificial Intelligence / Machine Learning

Demystifying Word2Vec: Understanding Word Embeddings for Natural Language Processing

Word embeddings are a popular technique in natural language processing (NLP) that represents words or phrases as dense vectors in a continuous vector space. They capture the semantic and syntactic relationships between words, allowing machines to understand and process human language more effectively. Traditionally, NLP models represented words as one-hot
5 min read
Artificial Intelligence / Machine Learning

Revolutionizing Education:The Impact of ChatGPT in Transforming Learning Experiences

Artificial intelligence (AI) has witnessed remarkable progress in recent years, transforming various industries and significantly impacting our daily lives. One particular area where AI is making a significant difference is in education. With the emergence of ChatGPT, an advanced language model developed by OpenAI, the possibilities for enhancing the learning
4 min read