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dyrtage62020-04-17 22:55:31
Machine learning
dyrtage6, 2020-04-17 22:55:31

How to teach linear algebra for AI to a seventh grader?

Actually, I'm 13 years old and I'm in the 7th grade. After learning Python, I want to start learning AI and Machine Learning. What literature or what resource would you advise me to study linear algebra (a school mathematics course,
up to grade 7, I know well)

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Mercury13, 2020-04-17
@dyrtage6

I advise you to start not with linear algebra, but with computational geometry.
There are the same matrices 2×2 and 3×3. As a bonus, you can work in 3D.
UPD1. Well, for example, what can be done simply in 2D.
• Is the point inside the figure?
• What segment of the figure is closest to the point and at what distance?
• Artistically look for a figure.
• Do the segments intersect and at what point?
• Convex hull of a pile of points.
• A circle circumscribed around a bunch of dots.
• Projection of a point onto a straight line or a segment.
• There are three dots clockwise, counter-clockwise, or on a straight line.
• Is the polyline self-intersecting?
• Voronoi diagrams, Delaunay triangulations.
• An arbitrarily oriented rectangle circumscribed around a bunch of points.
• A circle inscribed in a convex polygon.
• Is the polygon stellated, and if so, what is the core?
• A simple engine with features somewhere between Wolf3D and Doom, but with a Duke3D-style portal algorithm.

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