Creating a Text Summarization Tool to Combat the Overload of Information
This Omdena Local Chapter Challenge runs for 8 weeks and is a unique experience to try and grow your skills in a collaborative and safe environment with a diverse mix of people from all over the world.
You will work on solving a local problem, initiated by Kolkata, India Chapter.
The problem
The problem that the “Text Summarization” project aims to solve is the overwhelming amount of information available to people in today’s digital age.
By building a “Text Summarization” project, we aim to help people quickly and efficiently digest large amounts of information. The project will leverage natural language processing and machine learning techniques to summarize large amounts of text into concise, easy-to-read summaries. This will save people time and effort, allowing them to quickly identify important information and stay up-to-date with the latest developments in their field.
The impact of this project on our local community will be significant. It will help individuals, organizations, and businesses in our community stay informed and make better decisions.
Additionally, it will empower people who may struggle with reading long articles or documents due to language barriers or other factors.
Overall, the “Text Summarization” project will help to increase access to information, save time, and improve decision-making in our local community.
The goals
In this project, the Omdena Kolkata, India Chapter team aims to develop an NLP model that will summarize the large text. With a duration of 8-weeks, this project aims to:
- Data Collection
- Exploratory Data Analysis
- Preprocessing
- Model Development and Training
- Evaluate Model
- App development
Why join? The uniqueness of Omdena Local Chapter Challenges
Omdena Local Chapter Challenges are not a competition or hackathon but a real-world project that will grow your experience to a new level.
A unique learning experience with the potential to make an impact through the outcome of the project. You will go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.
And the best part is that you will join the global and collaborative community of Omdena with tons of benefits to accelerate your career.
First Omdena Local Chapter Challenge?
Beginner-friendly, but also welcomes experts
Education-focused
Open-source
Duration: 4 to 8 weeks
Your Benefits
Address a significant real-world problem with your skills
Build your project portfolio
Access paid projects (as an Omdena Top Talent)
Get hired at top organizations
Requirements
Good English
Suitable for AI/ Data Science beginners but also more senior collaborators
Learning mindset
This challenge is hosted with our friends at
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