Optimization Techniques – Specialized Optimization Problems

This course focuses on the vital importance of several specialized optimization problems such as transportation problems, knapsack problems and travelling salesman problems and explores different techniques to solve them from a business perspective.

  • icon-data 5 Data Cases
  • icon-reading 2 Readings
  • icon-quiz 5 Quizzes
Optimization Techniques - Specialized Optimization Problems
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    Difficulty: Intermediate

    Foundational knowledge or experience in statistics or analytics is recommended.

  • Asset 1
    Duration: Approximately 4 hours

Course Overview

  • Optimization is a frequently appearing problem in industries. This course focuses on  five particular optimization problems that are related to identifying the best way to carry out an operation in a business setting.
  • The problems are transportation problem, transshipment problem, assignment problem, knapsack problem and travelling salesman problem.
  • Learn the fundamental concepts behind all the five particular optimization problems and how to represent them mathematically using directed and undirected graphs.
  • Gain practical experience by applying the understanding in several real-world business case scenarios.

What’s included

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Lifetime Access

Access this project for life once completed

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Flexible Scheduling

Start learning online immediately, at your own pace

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Desktop Only

We recommend completing this project on a desktop

Skills You Will Learn

Data Management

Inventory Model

Linear Programming

Integer Programming

Associated Learning Tracks

Syllabus

Concept and Technique of Transportation Problem & Transshipment Problem.

Concept and Technique of Assignment Problem, Travelling Salesman Problem & Knapsack Problem.

How it Works

Learn new skills that will boost your career by enrolling in courses across data analytics, data science, ML and AI. These courses will utilize readings, videos, quizzes, data cases, and even coding exercises to teach you skills and concepts in a way that will solidify your new knowledge for hands-on application.

With our hands-on projects, you will take your newly learned skills along with our 750+ low-code/no-code functions and embedded coding console to complete milestone-based projects. Once completed, you will have effectively applied new skills and concepts to real-world data cases that can be translated directly into your career.

Complete assessments and track your progress in real-time to benchmark your proficiency in relation to key functional areas. As you progress through your courses, our patented platform will utilize ML and AI to record and analyze your inputs and output to provide active feedback and recommendations that will help you learn more effectively than the standard Letter Grade system used today.

Complete courses to earn sharable certificates and badges. These awarded items will be look great in your portfolio as you showcase your skills and project experience to employers and colleagues.

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Managing Director of Solutions.AI, Global Products & Delivery Lead at Accenture

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Head Data and Analytics at CitiBank India

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Planning & Analytics @ Brooks Brothers

“Great way to learn data analytics and data science”

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Manager – Applications Development

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Aadarsha G
Student At Ohio Wesleyan University
All the Most Frequently Asked Questions

What People Are Asking About Data Education

Rolai’s patented process provides a personalized learning process for each user. Rolai goes deeper than simply learning concepts and testing your skills. At Rolai, learners can apply their skills to actual industry use cases and projects.

Our courses include readings, videos, quizzes, and hands-on data cases that are completed using our virtual lab; give learners an applied learning experience.

No additional tools are needed to begin learning with Rolai. Our virtual lab contains the necessary data workspace and an embedded coding console.

  • We have internal SMEs across industries and domains that we work with to develop relevant content and assure quality datasets and problem statements.
  • We also work with enterprises and universities to develop new content directed towards their industry and expertise.