Machine Learning for Independent Family Learning
Some students experience gaps in the learning process.
Pandemics can interfere with the learning process.
With pandemics and gaps in student learning, what is proposed is Machine Learning to be a means to review student work as well as provide a learning tool for parents and caregivers. With online learning, students can be encouraged to take notes as active learning, where the notes can later be scanned in order to review attendance.
What is proposed is a way to scan handwritten assignments from the students working at home. The handwriting is analyzed by means of machine learning and matched to typed words. The system is ideal for early education applications. As the student improves in terms of handwriting, the machine learning process can essentially score the progress. While this is taking place, the student can work on workbooks, without computers or digital tablets, and interact with the progress.
The project is ideal for scenarios where there is limited internet bandwidth and computer technology.
The parents and caregivers can benefit from learning how the machine learning mechanism functions in terms of the academic as well as technological issues. The digital job skills with respect to machine learning is relatively well known. There is also the academic issues...for example, the matching of a handwritten words to typed words is essentially an isomorphism.
Students all over the world.
The solution, in terms of the application of Machine Learning, appears to be innovative.
- Enable personalized learning and individualized instruction for learners who are most at risk for disengagement and school drop-out
- Pilot
I believe the solution can help many people.
- Monitoring & Evaluation (e.g. collecting/using data, measuring impact)
Machine learning
- A new application of an existing technology
- Artificial Intelligence / Machine Learning
- Behavioral Technology
- 4. Quality Education
- 8. Decent Work and Economic Growth
- United States
- Costa Rica
- Not registered as any organization
- Individual consumers or stakeholders (B2C)
The goal is to provide the free online courses by means of grants.