Calculus through Data & Modeling: Applying Differentiation
- Offered byCoursera
Calculus through Data & Modeling: Applying Differentiation at Coursera Overview
Duration | 7 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Calculus through Data & Modeling: Applying Differentiation at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 4 of 4 in the Differential Calculus through Data and Modeling Specialization
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level
- Approx. 7 hours to complete
- English Subtitles: English
Calculus through Data & Modeling: Applying Differentiation at Coursera Course details
- As rates of change, derivatives give us information about the shape of a graph. In this course, we will apply the derivative to find linear approximations for single-variable and multi-variable functions. This gives us a straightforward way to estimate functions that may be complicated or difficult to evaluate. We will also use the derivative to locate the maximum and minimum values of a function. These optimization techniques are important for all fields, including the natural sciences and data analysis. The topics in this course lend themselves to many real-world applications, such as machine learning, minimizing costs or maximizing profits.
Calculus through Data & Modeling: Applying Differentiation at Coursera Curriculum
Linear Approximations and Tangent Planes
Linear Approximation
Tangent Planes and Multivariable Linear Approximation
Notes: Linear Approximation and Tangent Planes
Sample Problems: Linear Approximation and Tangent Planes
Linear Approximations and Tangent Planes
Maxima and Minima of Single-Variable Functions
Maxima and Minima of Single-Variable Functions
How Derivatives Affect the Shape of a Graph
Notes: Maxima and Minima of Single-Variable Functions
Sample Problems: Extrema of Single Variable Functions
Maxima and Minima of Single-Variable Functions
Maxima and Minima of Multivariable Functions
Maxima and Minima of Multivariable Functions
Notes: Maxima and Minima of Multivariable Functions
Sample Problems: Extrema of Multivariable Functions
Maxima and Minima of Multivariable Functions
Lagrange Multipliers
Lagrange Multipliers
Notes: Lagrange Multipliers
Sample Problems: Lagrange Multipliers
Lagrange Multipliers
Final Project - Optimization
Calculus through Data & Modeling: Applying Differentiation at Coursera Admission Process
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