Vector Calculus: Basics Video Lecture | Question Bank for GATE Computer Science Engineering - Computer Science Engineering (CSE)
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FAQs on Vector Calculus: Basics Video Lecture - Question Bank for GATE Computer Science Engineering - Computer Science Engineering (CSE)
| 1. What is vector calculus? |  |
Ans. Vector calculus is a branch of mathematics that deals with the differentiation and integration of vector fields and functions. It involves the study of vectors, vector fields, and their derivatives, such as curl and divergence.
| 2. How is vector calculus used in Computer Science Engineering (CSE)? | |
Ans. Vector calculus is used in various areas of Computer Science Engineering, such as computer graphics, computer vision, and machine learning. It helps in modeling and manipulating spatial data, analyzing geometric shapes, and solving optimization problems.
| 3. What are the basic operations in vector calculus? | |
Ans. The basic operations in vector calculus include vector addition, scalar multiplication, dot product, and cross product. These operations allow us to perform calculations on vectors and derive useful properties.
| 4. How does vector calculus relate to the article's topic of Basics in CSE? | |
Ans. Vector calculus is a fundamental concept in CSE as it provides the mathematical tools necessary for solving problems involving vectors and vector fields. Understanding vector calculus is crucial for understanding various algorithms and techniques used in CSE.
| 5. Can you provide an example of how vector calculus is applied in CSE? | |
Ans. One example of vector calculus in CSE is the use of gradient descent algorithm in machine learning. This algorithm utilizes vector calculus to find the optimal values of parameters in a model by iteratively updating them based on the gradient of the loss function.
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Dec 25, 2024 Last updated |
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