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Leverage Data Science for a More Agile Supply Chain

Over the past two decades, the supply chain has become more complex. While advancing technology has allowed companies to capture this complexity within stores of ever accumulating data, companies have not kept up with how to analyze and derive insights from that data. This specialization uses hands-on activities to show how data science techniques can turn raw data into decision-makers for a more agile supply chain. Foundational techniques such as demand forecasting, inventory management with demand variability, and using the newsvendor model are covered, in addition to more advanced techniques such as how to optimize for capacity and resources as well as mitigate risks with the Monte Carlo simulation. By the end of this specialization, you will be able to: Describe how demand planning, supply planning, and constrained forecast are associated with one another. Use Excel to analyze historical data to quantify future needs. Analyze historical data to determine inventory levels in steady and uncertain demand situations using Excel. Manage inventory in an uncertain environment. Quantify the inventory needs for single-period items using the newsvendor model. Identify the components of capacity optimization, resource optimization, and Monte Carlo simulation. Set up and solve optimization problems in Excel. Build a demand and inventory snapshot and run a Monte Carlo simulation to solve for a more agile supply chain.

Status: Resource Allocation
Status: Microsoft Excel
IntermediateSpecialization

Top reviews across Leverage Data Science for a More Agile Supply Chain

MK

Reviewed Sep 11, 2023

The course was good but it should be more detailed. It should cover more aspects of Supply Planning but overall a good experience.

AY

Reviewed Jul 21, 2024

This course provided deep insight about Inventory management. Thank you for detailed explanation.

HB

Reviewed Oct 13, 2025

Curso completo que te permite tener un entendimiento básico - intermedio de optimización de procesos.

HS

Reviewed Jan 31, 2023

The Course Materials are detailed which is very useful for understanding.

TH

Reviewed Jul 21, 2025

This course taught me a lot of different tools used within the supply chain field. I would recommend this course to my peers as it is very helpful.

AH

Reviewed Oct 31, 2023

Great introduction to tools all supply chain professionals should be leveraging to optimize their supply chain!

AA

Reviewed Mar 25, 2024

This course is a must-have for anyone involved in supply chain management,. Thanks to the instructor Thanks to Coursera Tha,ks to UCI

JD

Reviewed Sep 5, 2025

Great introduction to IM, thank you for sharing your knowledge and experience.

FM

Reviewed Jan 27, 2024

Key concepts explained in a clear, straight-forward way.

AS

Reviewed May 27, 2024

great Learning, I really appreciate efforts put by the team to compile the course and sharing knowledge.

TN

Reviewed Apr 28, 2025

Absolutely excellent presentation with succinct examples and how-to-do's - loved every single item in this course. Highly recommend it!

MK

Reviewed Sep 28, 2023

Excellent Course. Great Concepts delivered. The quiz is well-balanced.

Learner reviews across Leverage Data Science for a More Agile Supply Chain

Showing: 20 of 97

Abinash
Course: Supply Chain Planning
5.0
Reviewed Sep 11, 2023Course: Supply Chain Planning
PUTRI
Course: Supply Chain Planning
5.0
Reviewed Apr 14, 2023Course: Supply Chain Planning
YASMIN
Course: Supply Chain Planning
5.0
Reviewed Oct 11, 2024Course: Supply Chain Planning
Hari
Course: Supply Chain Planning
5.0
Reviewed Feb 1, 2023Course: Supply Chain Planning
Sankarshan
Course: Supply Chain Planning
5.0
Reviewed Jan 27, 2025Course: Supply Chain Planning
LEONARDO
Course: Supply Chain Planning
5.0
Reviewed Apr 22, 2026Course: Supply Chain Planning
Abderrazzak
Course: Supply Chain Planning
5.0
Reviewed Mar 26, 2024Course: Supply Chain Planning
Theko
Course: Supply Chain Planning
5.0
Reviewed Apr 29, 2025Course: Supply Chain Planning
PATRICIA
Course: Supply Chain Planning
5.0
Reviewed Jun 20, 2025Course: Supply Chain Planning
Luqman
Course: Supply Chain Planning
5.0
Reviewed Aug 16, 2025Course: Supply Chain Planning
Diamond
Course: Supply Chain Planning
5.0
Reviewed Aug 27, 2025Course: Supply Chain Planning
TANIA
Course: Supply Chain Planning
5.0
Reviewed Oct 5, 2024Course: Supply Chain Planning
M.
Course: Supply Chain Planning
5.0
Reviewed Feb 24, 2023Course: Supply Chain Planning
ELSA
Course: Supply Chain Planning
5.0
Reviewed Mar 1, 2025Course: Supply Chain Planning
Quang
Course: Supply Chain Planning
5.0
Reviewed May 14, 2023Course: Supply Chain Planning
FERNANDO
Course: Supply Chain Planning
5.0
Reviewed Sep 19, 2023Course: Supply Chain Planning
Odair
Course: Supply Chain Planning
5.0
Reviewed Jul 31, 2025Course: Supply Chain Planning
LUZ
Course: Supply Chain Planning
5.0
Reviewed Apr 4, 2026Course: Supply Chain Planning
Mohammad
Course: Supply Chain Planning
5.0
Reviewed May 28, 2024Course: Supply Chain Planning
Nhat
Course: Supply Chain Planning
5.0
Reviewed Jul 23, 2023Course: Supply Chain Planning