AI-Powered Sentiment Analysis Tool

Open
9406-7725 quebec inc
Laval, Québec, Canada
Project
Academic experience
150 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Software development Machine learning Artificial intelligence Data science
Skills
natural language processing (nlp) machine learning algorithms machine learning sentiment analysis user interface (ui) communication customer service artificial intelligence
Details

The objective of this project is to develop an AI-powered sentiment analysis tool that can accurately assess and categorize the sentiment of textual data. This tool will help 9406-7725 Quebec Inc. better understand customer feedback, social media interactions, and other text-based communications. The project will involve training a machine learning model using a dataset of labeled text samples. Learners will apply their knowledge of natural language processing (NLP) and machine learning algorithms to create a model that can classify text into positive, negative, or neutral sentiment categories. The project will also include developing a user-friendly interface for inputting text data and displaying sentiment results. This project provides an opportunity for learners to apply classroom knowledge in AI and machine learning to a real-world application, enhancing their understanding of NLP techniques and model evaluation.

Deliverables

The deliverables for this project include a trained sentiment analysis model capable of classifying text data into sentiment categories with a specified accuracy level. Additionally, a user interface will be developed to allow users to input text and view sentiment analysis results. A comprehensive project report detailing the model development process, dataset used, and evaluation metrics will also be provided. This report will serve as documentation of the project's methodology and outcomes.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

About the company

Company
Laval, Québec, Canada
2 - 10 employees
Media & production, Publishing & printing, Marketing & advertising

We are a digital marketing company and graphic design. We are about to launch an Nft collection as well as come crypto token and also opening a new branch of software engineering ( tech company). Were we develop more complexe apps and website. This is why we need help from students to rebrand the company