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YouTube

Calculus for Beginners full course | Calculus for Machine learning

Academic Lesson via YouTube

Syllabus

) A Preview of Calculus.
) The Limit of a Function. .
) The Limit Laws.
) Continuity.
) The Precise Definition of a Limit.
) Defining the Derivative.
) The Derivative as a Function.
) Differentiation Rules.
) Derivatives as Rates of Change.
) Derivatives of Trigonometric Functions.
) The Chain Rule.
) Derivatives of Inverse Functions.
) Implicit Differentiation.
) Derivatives of Exponential and Logarithmic Functions.
) Partial Derivatives.
) Related Rates.
) Linear Approximations and Differentials.
) Maxima and Minima.
) The Mean Value Theorem.
) Derivatives and the Shape of a Graph.
) Limits at Infinity and Asymptotes.
) Applied Optimization Problems.
) L'Hopital's Rule.
) Newton's Method.
) Antiderivatives.

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