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Sure, i will go through them.

Kindly elaborate. As far as my knowledge goes, you must know the maths behind regression analysis, ANOVA, time series and forecasting models, Bayesian statistics etc. And that would require a lot of learning on my part. Doing statistical analysis is very much simple on SAS but the problem for me...

Nope. Thats the problem. I struggle with logarithm calculus etc. And these topics have wide applications in stats too.

I am a SAS programmer and currently learning tableau. Next i will learn R and my goal is to become a data analyst. But the problem is i am from a non mathematics/statistics background and understanding and implementing statistical models is difficult for me. Any advice for me?