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Higher Math Math for Data Scientists Tables and Formulas

Articles

  • Higher-order derivatives and differentials.
  • Sequence. Boundedness and monotonicity of a sequence. Limit of a sequence.
  • The derivative of an inverse function.
  • Approximate calculations using differentials
  • The geometric interpretation of the derivative.
  • The derivative of a function. Calculating first-order derivatives.
  • Calculation of higher-order derivatives.
  • Calculation of higher-order differentials.
  • L'Hôpital's Rule.
  • Taylor's Formula.
  • Function analysis using derivatives.
  • Antiderivative and indefinite integral
  • Integration using variable substitution
  • Integration by parts method.
  • Integration of rational functions.
  • Integration of irrational functions
  • Integration of trigonometric functions.
  • Evaluation of definite integrals.
  • Geometrical Application of Definite Integral and Application of Riemann Integral in Mechanics and Physics.
  • Numerical series.
  • Multiple and iterated limits of functions of several variables.
  • Partial derivatives, differential, directional derivative, gradient.
  • Tangent plane and normal to an explicitly defined surface.
  • Differentiation of complex and implicitly defined functions.
  • Substitution of variables in differential expressions.
  • Investigation of functions for local extrema.
  • Investigation of functions for constrained extrema.
  • Computing double integrals
  • Plotting graphs of functions defined explicitly in the Cartesian coordinate system.

Tables

  • Table of Integrals

Tables and Formulas

Table of Integrals

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