samirsaci / budget-planning

Automate Budget Planning with Linear Programming

Home Page:https://towardsdatascience.com/automate-budget-planning-using-linear-programming-5254aace697c

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Automate Budget Planning using Linear Programming ๐Ÿ’ฐ

Select the projects that maximize the return on investment, follow the management guidelines while respecting budget constraints

Objective

Automate the decision-making process for the yearly budget allocation of an International Logistics Company.

Article

In this Article, we will use design a simple Linear Programming Model with Python to automate this decision-making process considering the budget constraints, projects ROI and management guidelines.

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Youtube Video

Click on the image below to access a full tutorial video to understand the concept behind this solution

Explainer Video Link

Scenario

As a Regional Director of an international logistics company, you have the responsibility for logistics operations in four countries.

Objective

Your role is to find the right budget allocation that maximizes your profits (ROI) and respect the guidelines of the top management.

Code

This repository code you will find all the code used to explain the concepts presented in the article.

About me ๐Ÿค“

Senior Supply Chain Engineer with an international experience working on Logistics and Transportation operations.
Have a look at my portfolio: Data Science for Supply Chain Portfolio
Data Science for Warehousing๐Ÿ“ฆ, Transportation ๐Ÿšš and Demand Forecasting ๐Ÿ“ˆ