Trying to fill large gaps in my math education

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J1998
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I am currently 21 years old in my 4th of 5 years of physics undergrad (switched into physics). I have massive gaps in the math education I should have gotten from 6th to 12th grade because I was a completely unmotivated student back then. Although I have done well in calculus, diff eqns and linear algebra in college, my lack of a strong foundation in very basic math has really started to cause me trouble in my physics classes.

Mainly I have trouble seeing functions graphically, recalling concepts in algebra and geometry, and things to do with linearity. Surely this is a common problem so I was wondering if anyone had any recommendations for textbooks perhaps that are written for people like me.
 
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j1998, what you describe is difficult to understand. Algebra 1, Algebra 2, and high school Geometry should fill-in what might be missing quite well for the grade 6 to grade 12 Mathematics abilities. Maybe a good Pre-Algebra textbook can help. Have you considered reviewing Algebra 1 & 2 on your own? Geometry also on your own? You can learn things better the second (and third) time through, than during the first time through.