Chapter 12Specialized Applications of Data Science
THE COMPTIA DATAX EXAM OBJECTIVES COVERED IN THIS CHAPTER INCLUDE:
- Domain 5: Specialized Applications of Data Science
- 5.1 Compare and contrast optimization concepts.
- 5.3 Explain the use and importance of computer vision concepts.
Data science encompasses a broad spectrum of applications across various domains. In this chapter, we delve into the application of data science within the specialized areas of optimization and computer vision. We start by exploring the fundamentals of numerical optimization, covering key components such as decision variables, the objective function, and constraints. We then examine both constrained and unconstrained optimization problems. Following this, ...
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