
Career Guidance Career Guidance  Discuss topics on math professions and career paths 
 LinkBack  Thread Tools  Display Modes 
December 23rd, 2015, 03:11 PM  #1 
Senior Member Joined: Oct 2013 From: New York, USA Posts: 623 Thanks: 85  Becoming A Data Scientist
I see this forum rarely gets posts, so I'm not expecting help, but I'm posting just in case. First, I will start by stating what math I know. Obviously, to do some of these things I could use a graphing calculator and/or Microsoft Excel. Basic calculus with one variable: I can do derivatives and integrals of polynomials and calculate the area under a curve. I have my Calculus textbooks. Even though I might be able to learn it, I don't want to do anything that requires multivariable calculus. I know that to find a relative maximum or minimum you set the derivative equal to 0. Systems of linear equations: Two or three variables would be easy. I've done six variable many years ago, and I think I could do that now, but not quickly. Of course, I could do it quickly using a website that can solve systems of equations. I have not taken any courses specifically in Linear Algebra. Probability and Statistics: I know the basics of permutations, combinations, probability with and without replacement, and working with independent or dependent events. I understand correlations and sometimes gather data on my own, guess the direction of the relationship (positive or negative correlation), and see if I'm right. I can calculate means and standard deviations and use the Normal Distribution Table for percentiles. I still have a book from Advanced Placement statistics and a college statistics book. I recently could do okay at the Advanced Placement Statistics multiple choice questions, but I would need to relearn hypothesis testing and other problems where you show work. I have not studied multivariable statistics but I'm interested in it. I briefly studied the chisquare distribution years ago, but I don't know anything about the chisquare, Poisson, Weibull, or other distributions. I am willing to learn other distributions. Computer Programming: I read the basics of R but I didn't like it because it wasn't helpful at telling a user what he or she was doing wrong. I studied basic computer science in high school. I don't remember much, but I remember that a printer cannot print 5 copies, but it can print 1 copy 5 times using a loop like this: Start program Let x = 0 Start loop Print 1 copy Let x = x + 1 If x = 5, exit the loop Go back to the beginning of the loop End loop End program I am willing to learn computer programming, but it wouldn't be useful to know one programming language when most employers use a different programming language. Algebra: I can use the quadratic formula. I can factor quadratic equations if the coefficient of x^2 is 1 (if the coefficient is greater than 1, I would rather use the quadratic formula). I know that the highest exponent of x is the number of solutions there will be and that solutions can be equal to each other and can be real or imaginary. I can multiply binomials. I have a Bachelor of Arts in Economics. I've forgotten a lot of Economics, but I still have my Economics books. I read the book Discovering Knowledge in Data: An Introduction to Data Mining by Daniel T. LaRose. I remember a little of it. The book gave a sample phone company that discovers that the customers leaving the company were more likely to have been paying for the international calling plan than the customers who stayed. I found that interesting, and you should find your job interesting. Obviously, in any industry that is not a monopoly, every company will inevitably have customers coming and going, but it isn't smart for a company to look at customers who leave as inevitable and not think about why the customers are leaving. I can't travel and cannot take more classes in a physical college. I am willing to learn on my own or through a small number of courses that are entirely online. I would rather not take an online degree program that lasts months or years both because I would rather work than study and because I don't have much money for tuition. I understand that I have no data science work experience and I'm willing to take a job that doesn't pay much. Last edited by skipjack; December 23rd, 2015 at 03:33 PM. 
December 23rd, 2015, 03:36 PM  #2 
Global Moderator Joined: Dec 2006 Posts: 19,994 Thanks: 1856 
As you can't travel to take classes, is it also the case that you can't travel to reach your place of work?

December 24th, 2015, 10:40 AM  #3 
Senior Member Joined: Oct 2013 From: New York, USA Posts: 623 Thanks: 85  I can travel, but less far than many people near me who work in New York City (the New York under my join month on the left refers to New York state, not New York City). I have looked online at offerings at nearby universities and did not find any degrees solely in statistics and/or data science.
Last edited by EvanJ; December 24th, 2015 at 11:01 AM. 

Tags 
data, scientist 
Thread Tools  
Display Modes  

Similar Threads  
Thread  Thread Starter  Forum  Replies  Last Post 
What is the best fit for this data  nekdolan  Calculus  8  December 10th, 2014 02:36 AM 
Data Analysis  DataGeek  Real Analysis  1  January 25th, 2013 04:04 PM 
Rolling 3 months YOY data to Monthly YOY data  lumpa  Real Analysis  0  October 19th, 2012 09:07 AM 
Help reweighting data  Jennifer Murphy  Advanced Statistics  4  February 24th, 2012 01:01 AM 
How to regress actual data towards projected data.  BigLRIP  Advanced Statistics  1  May 18th, 2009 11:01 AM 