Integral Calculus - Slope of the curve

  • Introduction to slope of the curve
  • Derivative of a function
  • Definition of slope at a point
  • Slope formula: (m = \frac{{dy}}{{dx}})
  • Finding the slope at a given point

Applications of Slope of the Curve

  • Physics: Motion of an object
  • Economics: Rate of change of cost or revenue
  • Engineering: Analysis of circuits
  • Biology: Growth rates of populations
  • Computer Science: Optimization algorithms

Tangent and Normal Lines

  • Definition of tangent line
  • Definition of normal line
  • Formula for finding the equation of a tangent line at a point
  • Formula for finding the equation of a normal line at a point
  • Example: Finding tangent and normal lines for a given function

Continuity of a Function

  • Definition of continuity
  • Types of discontinuities: Removable, Jump, and Infinite
  • Theorems for checking continuity
    • Intermediate Value Theorem
    • Extreme Value Theorem
  • Example: Determine the points of discontinuity for a given function

Differentiability of a Function

  • Definition of differentiability
  • Differentiability vs continuity
  • Rules for differentiating functions
    • Power Rule
    • Chain Rule
    • Product Rule
    • Quotient Rule
  • Example: Find the derivative of a given function using the chain rule

Integration

  • Introduction to integration
  • Definition of the integral
  • Properties of integrals
    • Linearity
    • Constant multiple
    • Sum/Difference
    • Substitution
  • Example: Evaluate a definite integral using substitution method

Indefinite Integrals

  • Definition of indefinite integral
  • Rules for finding indefinite integrals
    • Power Rule
    • Constant Rule
    • Exponential Rule
    • Trigonometric Rule
  • Example: Evaluate indefinite integrals using the power rule

Fundamental Theorem of Calculus

  • Statement of the Fundamental Theorem of Calculus
  • Part 1: Evaluating definite integrals
  • Part 2: Finding antiderivatives
  • Example: Compute a definite integral using the Fundamental Theorem of Calculus

Area under a Curve

  • Concept of area under a curve
  • Riemann sums
  • Definite integral as a limit of Riemann sums
  • Example: Calculate the area under a curve using definite integrals

Differential Equations

  • Introduction to differential equations
  • Definition of a differential equation
  • Types of differential equations
    • Ordinary differential equations
    • Partial differential equations
  • Example: Solve a first-order differential equation with initial conditions

Integral Calculus - Slope of the Curve

  • Introduction to slope of the curve
  • Derivative of a function
  • Definition of slope at a point
  • Slope formula: (m = \frac{{dy}}{{dx}})
  • Finding the slope at a given point

##21. Applications of Integration

  • Area calculation
  • Volume calculation
  • Work and energy calculation
  • Probability distribution functions
  • Finding arc length

##22. Techniques of Integration

  • Substitution method
  • By parts method
  • Partial fraction decomposition
  • Trigonometric substitution
  • Integration by trigonometric identities

##23. Applications of Differential Equations

  • Growth and decay problems
  • Population dynamics
  • Electric circuits
  • Fluid flow problems
  • Heat transfer

##24. Linear Algebra

  • Vectors in space
  • Matrices and determinants
  • Systems of linear equations
  • Eigenvalues and eigenvectors
  • Diagonalization of matrices

##25. Vector Calculus

  • Gradient, divergence, and curl
  • Line integrals
  • Surface integrals
  • Green’s theorem
  • Stoke’s theorem

##26. Probability and Statistics

  • Probability distributions
  • Random variables
  • Central limit theorem
  • Hypothesis testing
  • Regression analysis

##27. Complex Analysis

  • Complex numbers and operations
  • Complex functions and their properties
  • Complex integration
  • Residue theorem
  • Conformal mapping

##28. Numerical Methods

  • Approximation and interpolation
  • Numerical integration
  • Solving differential equations numerically
  • Root finding methods
  • Optimization techniques

##29. Discrete Mathematics

  • Sets and relations
  • Graph theory
  • Combinatorics
  • Boolean algebra
  • Propositional and predicate logic

##30. Mathematical Logic

  • Propositional logic
  • First-order logic
  • Proof techniques
  • Logical reasoning
  • Applications of mathematical logic