Sentiment Analysis

Here you’ll find everything about sentiment analysis, whether it’s Python tutorials or conceptual articles.

Sentiment analysis is a natural language processing technique used to determine the emotional tone of the text. It is often used to identify the overall attitude of a speaker or writer towards a particular topic, such as whether a customer is expressing positive or negative feelings about a product. Sentiment analysis can be used in various applications, including social media analysis, customer service, and market research. It is typically performed using machine learning algorithms that are trained on labeled data. These algorithms can then be applied to new data to determine the sentiment of the text.

 

Building “Chat with your Data” Apps using Embeddings, ChatGPT, and Cosmos DB for Mongo DB vCore

talk to your data chatgpt openai cosmos db vector db embeddings search midjourney relataly AI artificial intelligence colorful pop art

Artificial Intelligence (AI), in particular, the advent of OpenAI’s ChatGPT, has revolutionized how we interact with technology. Chatbots powered by this advanced language model can engage users in intricate, natural language conversations, marking a significant shift in AI capabilities. However, one thing that ChatGPT isn’t designed for is integrating personalized or proprietary knowledge – it’s … Read more

What is the Business Value of ChatGPT and other Large Generative Language Models?

openai business value of chatgpt relataly midjourney colorful popart

OpenAI’s GPT models, such as Davinci and ChatGPT, have gained recognition for their impressive language generation abilities. However, many of the tasks that GPT models can perform are not entirely new and could have been accomplished by traditional neural network models for some time. In specific tasks such as sentiment analysis, more specialized models could … Read more

Training a Sentiment Classifier with Naive Bayes and Logistic Regression in Python

sentiment analysis machine learning python tutorial relataly midjourney ai-min

Are you ready to learn about the exciting world of social media sentiment analysis using Python? In this article, we’ll dive into how companies are leveraging machine learning to extract insights from Twitter comments, and how you can do the same. By comparing two popular classification models – Naive Bayes and Logistic Regression – we’ll … Read more