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Python & Excel for Supply Chain Analytics: Optimize Logistics: Build Automated Analytics Pipelines for Smarter, Faster Supply Chain Decisions
Paperback
Publisher: Independently Published
Published: Dec 7 2025
Pages: 622
Weight: 1.81
Height: 1.25 Width: 6.00 Depth: 9.00
Language: English
Supply chains are drowning in data, yet starving for insight. This book gives you the operational edge.
Python & Excel for Supply Chain Analytics: Optimize Logistics is a hands-on, implementation-ready guide for analysts, managers, and technical professionals who want to turn raw operational data into precision decision systems. Built for real supply chain environments, this book shows you exactly how to integrate Python's analytical power with Excel's universal usability to engineer faster, leaner, more predictable logistics outcomes.
You will learn how to automate repetitive workflows, build optimization models, detect bottlenecks, forecast demand using statistical and machine learning methods, and construct dashboards that drive executive-level decisions. Every chapter includes runnable Python code, Excel templates, and end-to-end examples grounded in real-world SC operations such as transportation routing, inventory optimization, warehouse slotting, network design, and cost-to-serve modeling.
Whether you support one distribution center or a global network, this book teaches you to:
- Build automated Excel-Python pipelines for clean, repeatable analytics
- Create demand forecasting systems using time-series and ML models
- Perform cost-to-serve analysis across SKUs, lanes, customers, and channels
- Optimize safety stock, reorder points, and multi-echelon inventory
- Engineer transportation models, routing heuristics, and load planning tools
- Simulate warehouse workflows and identify throughput constraints
- Construct executive dashboards that unify KPIs into actionable insight
- Apply scenario planning to mitigate volatility and strengthen resilience
This is the definitive playbook for modern supply chain analytics. If you want to increase margins, reduce variability, and make data-driven decisions at scale, this book gives you the tools to build the next generation of supply chain intelligence.
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Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
Take It Personal: How to Succeed by Building Relationships and Playing the Long Game
Grutman, David
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
Here Comes the Sun: A Last Chance for the Climate and a Fresh Chance for Civilization
McKibben, Bill
Hardcover
Getting to Yes: Negotiating Agreement Without Giving in
Ury, William
Patton, Bruce
Fisher, Roger
Paperback
A Little More Social: How Small Choices Create Unexpected Happiness, Health, and Connection
Epley, Nicholas
Hardcover
The Way of Excellence: A Guide to True Greatness and Deep Satisfaction in a Chaotic World
Stulberg, Brad
Hardcover
Power and Impact (HBR Emotional Intelligence Series)
Review, Harvard Business
Cable, Dan
Bregman, Peter
Paperback
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Happiness (HBR Emotional Intelligence Series)
Gilbert, Daniel
Review, Harvard Business
McKee, Annie
Paperback
Dirtbag Billionaire: How Yvon Chouinard Built Patagonia, Made a Fortune, and Gave It All Away
Gelles, David
Hardcover
Hbr's 10 Must Reads on High Performance, Updated and Expanded (Featuring Nine Things Successful People Do Differently by Heidi Grant)
Goleman, Daniel
Review, Harvard Business
Grant, Heidi
Paperback
Hbr's 10 Must Reads on Strategy, Updated and Expanded (Featuring the Five Competitive Forces That Shape Strategy by Michael E. Porter)
Kim, W. Chan
Review, Harvard Business
Porter, Michael E.
Paperback
Mindfulness (HBR Emotional Intelligence Series)
Langer, Ellen
Goleman, Daniel
Review, Harvard Business
Paperback
The Wisdom and Wealth Solution: Unlocking the Secrets of Happiness, Purpose, and Financial Security with Living360
Ansari, Feroz
Hardcover
Beyond Belief: The Science-Backed Way to Stop Limiting Yourself and Achieve Breakthrough Results
Eyal, Nir
Hardcover
Hbr's 10 Must Reads on Managing People, Updated and Expanded (Featuring Are You a Good Boss--Or a Great One? by Linda A. Hill and Kent Lineback)
Hill, Linda A.
Review, Harvard Business
Goleman, Daniel
Paperback
Bonfire of the Murdochs: How the Epic Fight to Control the Last Great Media Dynasty Broke a Family -- And the World
Sherman, Gabriel
Hardcover
The Phoenix Project: A Novel about It, Devops, and Helping Your Business Win
Behr, Kevin
Spafford, George
Kim, Gene
Paperback
The Millionaire Fastlane: Crack the Code to Wealth and Live Rich for a Lifetime!
DeMarco, M. J.
Paperback
A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future
Wachter, Robert
Hardcover
The Obstacle Is the Way Expanded 10th Anniversary Edition: The Timeless Art of Turning Trials Into Triumph
Holiday, Ryan
Hardcover
Genius at Scale: How Great Leaders Drive Innovation
Tedards, Emily
Wild, Jason
Hill, Linda A.
Hardcover
Crucial Accountability: Proven Skills to Build Trust, Address Disappointment, and Get Results, Third Edition
Patterson, Kerry
Grenny, Joseph
Hale, Justin
Hardcover
Plastic Inc.: The Secret History and Shocking Future of Big Oil's Biggest Bet
Gardiner, Beth
Hardcover