Should I take Probability and Statistics?

AI Thread Summary
The discussion centers on the relevance of taking a Probability and Statistics course for someone pursuing a career in computer programming, particularly in fields like machine learning and data science. While the individual has a strong background in mathematics, including calculus and linear algebra, they express uncertainty about the necessity of Probability and Statistics due to past struggles in AP Statistics. Participants highlight that while not all programming roles require this knowledge, it is beneficial for certain areas within computer science. Many computer science programs mandate an introductory course in Probability and Statistics, emphasizing its applicability in both practical programming and theoretical computer science. The conversation also touches on the importance of understanding past difficulties in learning statistics to make informed decisions about future coursework. Recommendations for textbooks are sought to aid in learning the subject effectively.
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I've never taken a course in Probability and Statistics. In high school, I've taken AP Statistics but got F's and got a 1 on the AP exam. I have taken Calculus I, Calculus II, Calculus III, Linear Algebra, and currently learning Differential Equations. I want to pursue Computer Science and become a computer programmer but I don't know if I should take Probability and Statistics. I don't want to just take it and find out later that it's not useful for computer programming. So should I take it?
 
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It's useful for certain kinds of computer programming, like machine learning or data science or maybe financial stuff. The question over whether something is or is not useful for your job is not as black as white as you seem to assume. You don't have to take it, but if you do, there are places in programming where you can use it.
 
Most computer science programs that I'm familiar with in Canada require students to take an introductory course in probability and statistics. At any rate, there are aspects of probability and statistics that are useful to both programming and to more theoretical aspects of computer science.

To the OP: you said you earned an F in AP Statistics. What specifically did you have difficulty with in the course? Did you find the material hard to grasp? Was the course taught poorly? It may be worth looking into what issues you faced, so that you can determine what next steps to take in case you decide to take the course.
 
Possibly?
 
Then I'm willing to take an introductory course in Probability and Statistics. What textbook can you guys recommend me for this course? Can someone tell me the name of the textbook, author, and edition?
 
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