Hello, I’m Samir Saci! This cheat sheet includes 70+ complete case studies solving a business or operational issue with analytics or automation solutions published in Towards Data Science.

Articles are grouped into seven categories (click on the links to jump)

🍃 : Supply Chain Sustainability 🧑‍💼 : Data Analytics for Business Strategy 🚚 : Logistics Performance Improvement 🏭 : Supply Chain Optimization

📈: Visualization & Reporting 🧠: Generative AI 🤖: Automate Tasks 📱: Supply Chain Analytics Apps

For some case studies, I share the source code with dummy data on my GitHub.

For Business Inquiries, 👉👉 Let’s connect on Linkedin!

Updates: 11/04/2025

• The video presenting the cheat reached 65k views! Don’t hesitate to check it to learn more: https://www.youtube.com/watch?v=z91QjL2IlrA
• 🎱 n8n templates using GenAI to automate supply chain workflows can be found here

🧑‍💼 Business Strategy

5 articles about the potential of data analytics in supporting business strategic decision-making

• 🗂️ Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability?
• 💵 Business Planning with Python — Inventory and Cash Flow Management
• 📉 Business Planning with Python — Revenue Optimization
• 💱 Maximize your Business Profitability with Python
• 💹 Automate Budget Planning Using Linear Programming

🍃 Supply Chain Sustainability

18 articles covering the measure and reduction of environmental impacts of supply chains.

• 💼 Sustainable Business Strategy with Data Analytics
• 🏭 Data Analytics for Sustainable Sourcing
• 🖥️ Create a Sustainable Supply Chain Optimization Web App