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Mathematics
Calculus
1. Foundations for Calculus
2. Limits and Continuity
3. The Derivative
4. Applications of Differentiation
5. Antiderivatives and Indefinite Integration
6. The Definite Integral
7. Techniques of Integration
8. Applications of Integration
9. Infinite Sequences and Series
10. Introduction to Multivariable Calculus
Applications of Differentiation
Related Rates
Setting Up Related Rates Problems
Identifying Variables and Relationships
Drawing Diagrams
Solving Related Rates Problems
Differentiation with Respect to Time
Common Related Rates Scenarios
Applications
Geometric Problems
Physics Problems
Business and Economics
Linear Approximation and Differentials
Linear Approximation
Tangent Line Approximation
Local Linearity
Differentials
Definition of Differentials
Relationship to Linear Approximation
Error Analysis
Absolute and Relative Error
Propagation of Error
Extreme Values
Absolute Extrema
Definition on Closed Intervals
The Extreme Value Theorem
Local Extrema
Definition of Local Maximum and Minimum
Fermat's Theorem
Critical Points
Definition and Finding Critical Points
Types of Critical Points
The Closed Interval Method
Steps for Finding Absolute Extrema
The Mean Value Theorem
Rolle's Theorem
Statement and Geometric Interpretation
The Mean Value Theorem
Statement and Proof Outline
Geometric and Physical Interpretation
Consequences of the Mean Value Theorem
Analyzing Functions with Derivatives
Monotonicity
Increasing and Decreasing Functions
The First Derivative Test for Monotonicity
Finding Intervals of Increase and Decrease
Concavity
Definition of Concave Up and Concave Down
The Second Derivative Test for Concavity
Inflection Points
The First Derivative Test
Using f' to Classify Critical Points
Applications to Optimization
The Second Derivative Test
Using f'' to Classify Critical Points
When the Test Fails
Curve Sketching
Systematic Approach to Graphing
Domain and Range
Intercepts
Symmetry
Asymptotes
Critical Points and Extrema
Inflection Points and Concavity
Putting It All Together
Step-by-Step Graphing Process
Common Function Families
Optimization Problems
Setting Up Optimization Problems
Identifying the Objective Function
Identifying Constraints
Expressing as Single-Variable Problems
Solving Optimization Problems
Finding Critical Points
Checking Endpoints and Boundaries
Verifying Solutions
Applications
Geometric Optimization
Business and Economics
Physics and Engineering
Indeterminate Forms and L'Hôpital's Rule
Indeterminate Forms
0/0 Form
∞/∞ Form
Other Indeterminate Forms
L'Hôpital's Rule
Statement and Conditions
Repeated Applications
When L'Hôpital's Rule Doesn't Apply
Newton's Method
The Method
Derivation and Formula
Geometric Interpretation
Implementation
Choosing Initial Approximations
Iteration Process
Convergence and Limitations
When Newton's Method Fails
Rate of Convergence
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3. The Derivative
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5. Antiderivatives and Indefinite Integration