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Pythonizing Business Efficiency: Bioenergy Supply Chain Optimization
Photo by Ronan Furuta on Unsplash Quest for Sustainable Energy So, I recently participated in my very first Shell.ai Hackathon (Waste to Energy — Shell.ai Hackathon 2023). The problem for this year is...
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Supply Chain Optimization with Python
Find the optimal locations of your manufacturing facilities to meet your customers' demand and reduce production costs
Read more at Towards Data ScienceA Sustainable Supply Chain Template with Geospatial Calculations in Python
A supply chain network footprint should include greenhouse gas calculations for both transportation and distribution centers Continue reading on Towards Data Science
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Supply Chain Sustainability Reporting with Python
4 steps to build an ESG reporting focusing on CO2 emissions of your Distribution Network
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Create a Sustainable Supply Chain Optimization Web App
Help your organization to combine sustainable sourcing and supply chain optimization to curb both costs and environmental impacts Continue reading on Towards Data Science
Read more at Towards Data ScienceTime Series for Climate Change: Reducing Food Waste with Clustering
Using time series clustering for better demand forecasts Continue reading on Towards Data Science
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Supply Planning using Linear Programming with Python
Where do you need to allocate your stock to meet customers demand and reduce your transportation costs?
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AI Frontiers Series: Supply Chain
An introduction to the current use cases and possibilities in a gigantic industry Image by Author generated at Midjourney Recently, I’ve pondered how I can provide equal value to both technical and b...
Read more at Towards Data ScienceSupply Chain Process Optimization using Linear Programming
Supply Chain Process Optimization Using Linear Programming Understand how linear programming can be the most powerful tool for a supply chain continuous improvement engineer Photo by Arno Senoner on ...
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Supply Chain Analysis: Data Analysis Case Study using Excel
Supply Chain Analysis: Data Analysis Case Study Using Excel A Supply Chain Analysis Project using Microsoft Excel and Microsoft Power BI. Supply Chain Analysis Supply chain analytics plays a crucial ...
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Data Analytics for Supply Chain Sustainability
Use data analytics to reduce the environmental impact of your end-to-end Supply Chain Operations with diagnostics and strategic decisions (Image by Author) The demand for transparency in sustainable ...
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Python + Pulp Optimization: A Simple Logistics Example
PuLP for Python is an optimization tool like the Excel Solver (COIN-OR PuLP). I had a use case that didn’t quite fit the out of the box examples provided by the writers of this awesome python…
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Extensive Tips on BI and Advanced Analytics Solutions for the Supply Chain
BI and Advanced Analytics provide you with better supply chain visibility, help you make business decisions backed by data insights. Logistics and management of supply chains have always been a chall...
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How Smart Are Your Supply Chain Predictions?
To illustrate the importance of accurate demand forecasting, consider the shocking 2014 headline “Walgreen CFO’s departure due to $1 billion forecasting error,” [1] as well as Nike’s 2001 demand…
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How to Solve a Production Planning and Inventory Problem in Python
Imagine you are an owner of a clothing store. The demand for clothes varies from day to day (more people prefer to go shopping on the weekend than on the weekday). The production cost also varies…
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Supply Chain Optimization: Worth It or Not?
Optimization is a paradox. You are working towards an impossible perfection. Yet the real value to businesses is in the process of working towards the “optimal”.
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5 Ways Business Science Will Transform the Supply Chain in 2021
Data science trends in retail for 2021 will change the way all data scientists operate over the next year and what will define our field's future.
Read more at Towards Data ScienceTo Forecast, or Not To Forecast, That is the Supply Chain Question
Customers can be unpredictable. Hardly anything about them is forecastable correctly. Change approach maybe?
Read more at Towards Data ScienceAutomated Supply Chain Control Tower with Python
Optimize your Supply Chain Network with an automated solution to follow your shipments and evaluate the risk of late deliveries Photo by shawnanggg on Unsplash A supply chain control tower is traditi...
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Raw Materials Optimization for Food Manufacturing with Python
Use linear programming to create an optimal recipe for a cheap meal bar that meets specific nutritional requirements
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Optimize Warehouse Value Added Services with Python
Use Linear Programming to Increase your Production Capacity for the Final Assembly of Luxury Products
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Reduce Warehouse Space with the Pareto Principle using Python
How the 80/20 rule implemented using python can optimize your layout, reduce space utilization and improve the picking productivity
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Tackling Kaggle’s Mercedes-Benz Greener Manufacturing competition with Python
In this series, we will be doing Kaggle’s Mercedes-Benz Greener Manufacturing competition and hopefully by the end, we can get in the top 10% of Kaggle’s private leaderboard (I haven’t finished my…
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Tackling Kaggle’s Mercedes-Benz Greener Manufacturing Competition with Python
In this part, we’ll perform exploratory data analysis (EDA) on our data, which is a crucial part of most machine learning problems. Although we might not end up increasing our score, we will draw…
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