Data Science Mathematics CoursesOne of the hottest areas of study right now is Data Science, which is a combination of disciplines: 1/2 programmer, 1/2 mathematician/statistician.
Before you can meaningfully start a degree or certificate program in Data Science, you need to make sure your math background is solid in the following courses:
- Calculus I
- Calculus II
- Multivariable Calculus
- Differential Equations
- Linear Algebra
- Probability Theory (Calculus-Based Statistics)
There are no short-cuts in building up your creds as a mathematician for data science. There are TONS of free courses online (some of which are really excellent), but if you plan to formalize your student of Data Science with a degree or certificate, you will want to have all of the above courses on real, transferable Academic transcripts to prove you have completed these courses, with letter grades.
MOOCs (Massive Open Online Courses) are awesome, but they do not provide real academic course credit for their courses. If you plan to go for a B.A. or M.A. with a Data Science concentration, you will not be able to say "Oh, I took all my calculus courses from a MOOC" - you need these courses in your academic portfolio.
Data Science & Distance Calculus
Academic Credits from Distance Calculus
Distance Calculus - Student Reviews
Date Posted: Apr 29, 2020
Review by: Harlan E.
Courses Completed: Calculus I, Calculus II
Review: I did not do well in AP Calculus during my senior year in high school. Instead of trying to cram for the AP exam, I decided to jump ship and go to Distance Calculus to complete Calculus I. This was awesome! I finished Calculus I in about 6 weeks, and then I kept going into Calculus II. I started as a freshman at UCLA with both Calculus I and II done!
Transferred Credits to: University of California, Los Angeles
Date Posted: Mar 17, 2020
Review by: Rebecca M.
Courses Completed: Calculus II, Multivariable Calculus
Review: Fantastic courses! I barely made it through Cal 1, and halfway through Cal 2 I found this program. I took Cal 2 and then Multivariable and I just loved it! SOOOOOOO much better than a classroom+textbook class. I highly recommend!
Transferred Credits to: Tulane University
Date Posted: Apr 5, 2020
Review by: Catherine M.
Courses Completed: Calculus I
Review: Calculus I from Distance Calculus was wonderful! I took AB Calculus in high school, but I didn't take the AP Calc exam. Instead I took Calculus I with Distance Calculus, and it was so much better! It was a little review of topics, but not really. I really understood calculus when I finished!
Transferred Credits to: University of Chicago
Distance Calculus - Curriculum Exploration
7.06 - Random Variables
- Y6: 7.06 - Random Variables:
- Y6.1: 7.06 - Basics
- Y6.2: 7.06 - Tutorials
- Y6.3: 7.06 - Give It a Try
- Y6.3.a: 7.06.G1
- Y6.3.b: 7.06.G2
- Y6.3.c: 7.06.G3
- Y6.3.d: 7.06.G4
- Y6.3.e: 7.06.G5
- Y6.3.f: 7.06.G6
- Y6.3.g: 7.06.G7
- Y6.3.h: 7.06.G8
- Y6.3.i: 7.06.G9
- Y6.3.j: 7.06.G10
- Y6.4: 7.06 - Literacy