Earlier quoted context omitted.
> why Algebra is required to understand basic stats I don't understand how you can say this. Literally every statistical concept is defined via formula, and to manipulate formulas correctly (or even really understand the concept) you need basic algebra. Going even further than that, if you have the most basic "business scenario word problem", like cells in excel that describe how many widgets are made per hour, how m…
I struggled a lot with Algebra, I forged my teacher's signature to not retake it for the third year in a row. I didn't really "get" it until I started programming and learning stats. That's when it all hit me, then I went back and had to relearn what the hell they were talking about during my middle school years. Also, once I got to Highschool math, Algebra 2 and PreCalc, it was very easy to simply memorize formulas…
I had a similar experience. I wasn't particularly good at math and struggled a bit with algebra until I started programming.
I had something I wanted to solve, and I found out I needed to convert between one ratio to another ratio, and I couldn't figure out how. Then I realized I could just compute a percentage and use that. After all a ratio is a measure of something relative to a whole and percentage would tell you, well, the percentage of the whole, and I had memorized the formulas from going to and from percent.
So I wrote the code for this, but staring at the code it suddenly was so obvious that the division by 100 on the first line would cancel with the multiplication by 100 on the second line.
That was my eureka moment. Algebra suddenly made sense, and math in general became a whole lot easier.