Algebra and Differential Calculus for Data Science

Por: Coursera . en: ,

  • Functions and Algebra Review
    • Review of algebra concepts including functions and logarithms
  • Induction Proofs, Limits and Continuity
    • Simple induction proofs and limits at infinity for functions
  • Definition of a Derivative
    • What is a derivative? Calculate simple derivatives from the definition of a derivative.
  • Product and Chain Rule
    • Use the product and chain rules to calculate the derivatives of more complicated functions.
  • Using Derivatives to Graph Functions
    • Use where derivatives are positive and negative to help graph a function.
  • Finding Maximums and Minimums
    • Use derivatives to find the maximum and minimum values of functions.