Supply Chain Analysis with Machine Learning & Neural Network
Learn how to analyse supply chain data using LightGBM and Recurrent Neural Network
3.88 (30 reviews)
3 087
students
3 hours
content
Sep 2023
last update
$13.99
regular price
What you will learn
Learn how to do supply chain risk assessment analysis to mitigate potential supply chain disruption risks
Learn how to do inventory optimization analysis using Economic Order Quantity
Learn how to do customer segmentation analysis by breaking down generated revenue by its customer demographics
Learn how to forecast customer demand using LightGBM model
Learn how to do K-Fold Cross Validation method to evaluate the performance of LightGBM forecasting model
Learn how to do cost optimization analysis using Recurrent Neural Network model
Learn how to do lead time optimization analysis to find the most optimal transportation mode and route
Learn how to do quality control check by analyzing defect rate for each product type
Learn several factors that can potentially cause supply chain disruptions, such as natural disaster, economic volatility, tariff and trade barriers
Learn how to do inventory and order quantity optimization analysis using EOQ (Economic Order Quantity)
Learn how to do cost optimization analysis using TCO (Total Cost of Ownership) method
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5566584
udemy ID
19/09/2023
course created date
24/09/2023
course indexed date
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