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Differential Calculus Fundamentals · LearnSpace
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Differential Calculus Fundamentals

Курс от University of Huddersfield
Средний≈ 11.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master the essential concepts of differential calculus and develop expertise in analyzing rates of change and solving optimization problems. In this comprehensive course, you'll learn to calculate derivatives from first principles, apply advanced differentiation rules including product, quotient, and chain rules, and use implicit differentiation to handle complex equations with interdependent variables. You'll explore higher-order derivatives to understand function behavior including concavity and acceleration, and analyze critical points to identify maxima, minima, and inflection points. The course culminates with optimization techniques essential for data-driven decision-making across multiple disciplines. By completing this course, you'll gain competency in identifying appropriate differentiation techniques, executing calculations accurately, and applying derivative analysis to real-world problems. Whether you're pursuing data science, engineering, economics, or advanced analytics, these foundational calculus skills are essential for modeling change, optimizing outcomes, and solving quantitative challenges. You'll develop the analytical thinking and mathematical precision needed to tackle sophisticated problems in technical and scientific fields, preparing you for advanced studies in integral calculus and mathematical modeling.

Навыки, которые вы освоите

CalculusDerivativesAdvanced MathematicsData-Driven Decision-MakingAnalysisIntegral CalculusAnalytical SkillsLogical ReasoningModel OptimizationApplied Mathematics

Программа курса

4 модулей · 58 учебных материалов

01Introduction to derivatives17 материалов

Introduction

What to expect from this courseЧтениеWelcome to CalculusВидео

Calculus module overview

WelcomeВидеоThe Origins of CalculusЧтение

Introduction to derivatives

Учитесь у экспертов

Stavros Richard Christopoulos

Преподаватель курса

Differential Calculus Fundamentals
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Обучение на Coursera

≈ 11.6 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Introduction to derivativesВидео
Introduction to derivativesЧтение
Self-Study of Provided Materials Чтение
Gradient EstimationЧтение

Definition of derivative

Self-Study of Provided Materials ЧтениеDeriving the DerivativeЧтение

Applications of derivatives

Real-World Problem SolvingЧтение

Examples of derivatives

Derivative Calculation PracticeЧтениеDerivative Calculation SolutionsЧтение

Summary and Assessment

Weekly summary of learningЧтениеDerivative Foundations CheckpointDIALOGUELet's Practice: Introduction to derivativesЗаданиеTest Yourself: Introduction to derivativesЗадание
02Rules of differentiation15 материалов

Introduction

WelcomeВидеоOverviewЧтение

Rules of Differentiation

Introduction to the Rules for differentiationВидеоIndependent Study of Provided MaterialЧтение

Examples of Differentiation

Study of Provided Practical PracticeЧтениеStudy of Provided Practical SolutionsЧтение

Product, Quotient, and Chain Rules

Self-Study of Product, Quotient, and Chain Rules:ЧтениеProblem Breakdown ExamplesЧтение

Examples of Differentiation (Product, Quotient, and Chain Rules)

Numbas practice questionsPLUGINAttempt-and-Check Solved Examples- QuestionsЧтениеAttempt-and-Check Solved Examples- AnswersЧтение

Summary and Assessment

Weekly summary of learningЧтениеDifferentiation Rules MasteryDIALOGUELet's Practice: Rules of differentiationЗаданиеTest Yourself: Rules of differentiationЗадание
03Implicit Differentiation14 материалов

Introduction

WelcomeВидеоOverviewЧтениеInstructions for this weekВидео

Implicit Differentiation

Self-Study of Implicit DifferentiationЧтениеImplicit Differentiation ExamplesЧтениеImplicit Differentiation Examples SolutionЧтение

Higher-Order Derivatives

Self-Study of Higher-Order DerivativesЧтениеHigher Order Derivatives ExamplesЧтениеHigher Order Derivatives PracticeЧтениеHigher Order Derivatives SolutionЧтение

Examples of Implicit Differentiation

Implicit differentiationPLUGIN

Summary and Assessment

Weekly summary of learningЧтениеLet's Practice: Implicit DifferentiationЗаданиеTest Yourself: Implicit DifferentiationЗадание
04Maxima and Minima12 материалов

Introduction

WelcomeВидеоOverviewЧтениеInstructions for this weekВидео

Maxima, Minima, and Inflection Points

Self Study Material on Maxima, Minima, and Inflection PointsЧтение

Rolle’s Theorem

Self Study Material on Rolle's TheoremЧтение

Examples of Maxima, Minima, and Inflection Points

Examples of Maxima, Minima, and Inflection PointsЧтениеExamples of Maxima, Minima, and Inflection Points- SolutionЧтениеStudy of Provided Practical Examples (Numbas)PLUGIN

Summary and Assessment

Optimization Mastery and ApplicationsDIALOGUELet's Practice: Maxima and MinimaЗаданиеTest Yourself: Maxima and MinimaЗаданиеSummary of the course and next steps Чтение