Calculus and Scientific Computing (4)
Learning Outcomes :
- Describe theoretical concepts of calculus
- Explain how scientific computing principles can be applied to solve problems
- Apply knowledge of calculus and scientific computing to develop and implement solutions for real-world problems
Topics:
- Introduction to Calculus and Scientific Computing
- Limits
- Derivatives
- Integrals
- Partial Derivatives
- Vector Calculus
- Linear Algebra
- Least-Squared Regression
- Interpolation
- Application of Calculus in Machine Learning
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