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Particle Path Equation

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If you enter in Geogebra input box shown below the discovered path pattern equation of the particle. You will see the particle is traveling in elliptical pattern.

Type in Geogebra the following input: 9x^2 + 4y^2 = 36 then press the enter button in your laptop.

If you overlay the discovered equation in your scattered plot you are doing clustering. Clustering is unsupervised machine learning. I believe using human expert system like discovering the generalized equation and then overlaying it on top of the scattered plot is much faster approach, the prediction model is explainable, easy to deploy and almost 100% accurate and repeatable as long as the two principal component input independent variable " x " and " y " are within the specified boundary limits of each cluster equation.

By Apolinario "Sam" Ortega, 21 September 2018, Created with GeoGebra

Generating Sine Wave from Circle Animation

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How can IN-V-BAT-AI be used in classrooms ?

The IN-V-BAT-AI solution can be a valuable tool in classrooms, enhancing both teaching and learning experience. Here are some ways it can be utilized:

⋆ Personalized Learning : By storing and retrieving knowledge in the cloud, students can access tailored resources and revisit concepts they struggle with, ensuring a more individualized learning journey.

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⋆ Bridging Learning Gaps : It addresses learning loss by providing consistent access to educational materials, ensuring that students who miss lessons can catch up effectively.

⋆ Teacher Assistance : Educators can use the tool to provide targeted interventions to support learning.

⋆ Stress Reduction : By alleviating the pressure of memorization, students can focus on understanding and applying concepts, fostering a deeper engagement with the material.

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