AI/ML Adaptive Learning Project
Budget: $250 – $750 USD
I am looking for an AI/ML Adaptive Learning Project that will help me streamline my teaching process. Unfortunately, I have limited learning data available. However, I would like a highly tailored personalization AI/ML model to enable me to deliver customized learning experiences to my students. The ideal freelancer for this project should have experience in AI/ML and data analysis.
AI/ML System:
We need to implement an AI/ML System inside of our course system that allows us to predict Student Success and Adapt The Learning System to the Student’s Ability:
• Behavioral Analysis Quiz -> We will create a Behavioral Analysis Quiz that will predict Student Success based on Student Behaviors, for example, if in the quiz we find that the student has a hard time staying focused, based upon the answers and time it takes to take the exam, then the learning system will give the student courses that are easier for the student’s behavior – if student can not stay focused, then learning system gives the student 30/40 minute courses, not courses lasting longer than an hour, but less than an hour
• Knowledge Analysis Quiz -> We will create a Knowledge Analysis Quiz that will predict student success based upon the student’s knowledge in various Cybersecurity Topics, if in the quiz we find the student has weaker knowledge in various subjects, then learning system gives the courses student failed in first in course system
• Combined Analytics -> Takes both data points and predicts Student Success and adapts learning to behavior and knowledge of student
AI/ML System:
We need to implement an AI/ML System inside of our course system that allows us to predict Student Success and Adapt The Learning System to the Student’s Ability:
• Behavioral Analysis Quiz -> We will create a Behavioral Analysis Quiz that will predict Student Success based on Student Behaviors, for example, if in the quiz we find that the student has a hard time staying focused, based upon the answers and time it takes to take the exam, then the learning system will give the student courses that are easier for the student’s behavior – if student can not stay focused, then learning system gives the student 30/40 minute courses, not courses lasting longer than an hour, but less than an hour
• Knowledge Analysis Quiz -> We will create a Knowledge Analysis Quiz that will predict student success based upon the student’s knowledge in various Cybersecurity Topics, if in the quiz we find the student has weaker knowledge in various subjects, then learning system gives the courses student failed in first in course system
• Combined Analytics -> Takes both data points and predicts Student Success and adapts learning to behavior and knowledge of student