Sentiment Analysis for Customer Feedback
Main contact


Portals
-
Toronto, Ontario, Canada
Project scope
Categories
Data analysis Software development Machine learning Data scienceSkills
data preprocessing customer service natural language processing (nlp) ibm system p machine learning algorithms machine learning sentiment analysisThe project aims to develop a sentiment analysis tool that can evaluate customer feedback for 9406-7725 Quebec Inc. The company receives a significant amount of customer feedback through various channels, and understanding the sentiment behind this feedback is crucial for improving customer satisfaction and product offerings. The goal is to create a machine learning model that can accurately classify feedback as positive, negative, or neutral. This project will allow learners to apply their knowledge of natural language processing (NLP) and machine learning algorithms. The tasks will include data collection, data preprocessing, model training, and evaluation. The project will focus on creating a prototype that can be integrated into the company's existing feedback system.
The deliverables for this project include a well-documented sentiment analysis model and a report detailing the methodology and results. The team will also provide a presentation demonstrating the model's functionality and potential integration points. Additionally, a user guide will be created to assist in the deployment and use of the model within the company's feedback system.
Providing specialized knowledge in the project subject area, with industry context.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
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
Main contact


Portals
-
Toronto, Ontario, Canada