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Computational Mathematics

Using computation to approximate and solve mathematical problems.
10Courses
30Lessons
60Micro-lessons
Course #1

Numerical Methods

Practical techniques to approximate mathematical solutions.
Open course
3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #2

Approximation

Explore the methods of estimating values when exact solutions are not feasible.
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3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #3

Errors

Explore the nature and impact of errors in computational mathematics.
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3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #4

Iteration

Explore the concept of iteration in computational mathematics and its applications.
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3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #5

Convergence

Explore the principles of convergence in computational mathematics, focusing on how numerical methods approach correct values.
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3 Lessons6 Micro-lessonsDifficulty: Beginner
Course #6

Root Finding

Explore numerical methods to find roots of equations efficiently.
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3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #7

Interpolation

Explore the techniques of estimating missing values from known data points.
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3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #8

Numerical Integration

Explore the methods of numerical integration and how they are applied in computational mathematics.
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3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #9

Numerical Differentiation

Explore methods to approximate derivatives from data, focusing on practical applications and problem-solving.
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3 Lessons6 Micro-lessonsDifficulty: Intermediate
Course #10

Linear Systems

Explore the numerical solutions of linear systems and their applications.
Open course
3 Lessons6 Micro-lessonsDifficulty: Intermediate