Linear Programming for Data Science

Enhance your optimization techniques by learning Linear Programming for Data Science.

4.59

Beginner

4.5 Hrs

11.9K+

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Skills you’ll Learn

Linear Programming

About this course

Linear programming is an optimization technique to identify the optimal solution in a mathematical or business model for a system of linear constraints and a linear objective function. Linear Regression in Data Science is one of the hot topics today. It is a technique that identifies a linear relationship between dependent and independent variables. And in this course, you will get introduced to Linear Programming, its Graphical method, sensitivity analysis, and assumptions in Linear Programming, and some hands-on exercise. Some best universities in the world, like MIT, NUS, UT Austin, Northwestern University, and many more universities, have collaborated with Great Learning to design the best online data science courses. Gain advanced data science and machine learning skills through an exhaustive curriculum developed by the world-class faculty. They provide you with a world-class education in the data science and machine learning course. Post completion, secure a Post Graduate, Degree, or Professional Certificate in the field. Check more information about our programs and apply right away so that you can become a professional data scientist.

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Course Outline

Introduction to Linear Programming

Linear programming is a mathematical modeling technique in which a linear function is maximized or minimized when subjected to various constraints. In this module, you will be introduced to linear programming. 

Graphical method

Sensitivity analysis

Assumptions in Linear Programming

Case study - Investment Problem

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Frequently Asked Questions

Will I receive a certificate upon completing this free course?

Is this course free?

Is linear programming used in Data Science?

Linear programming can be used in Data Science to find the optimal solution to a situation with linear constraints and objective function. You can learn more about the role of linear programming in Data Science through Great Learning’s free Linear Programming for Data Science course.

Will I get a certificate after completing this Linear Programming for Data Science free course?

Yes, you will get a certificate of completion for Linear Programming for Data Science after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.

How much does this Linear Programming for Data Science course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Linear Programming for Data Science can get started with this course.

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