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Overview
Learn Python, Supply Chain Data Science , Linear Programming, Forecasting, Pricing and Inventory Management. What you'll learn: A-Z Guide to Mastering Python for Data Science. Work as A demand Planner. Become a data driven supply chain manager. Use linear Programming in python for logistics optimization and Production scheduling. Set stock policies and safety stocks for all of your Business products. Revenue management Segment Customers, Products and suppliers to maximize service levels and reduce costs. Learn simulations to make informed supply...
Syllabus
- Introduction
- Supply chain Data
- Welcome to the world of Python
- Python Programming Fundamentals
- Supply chain statistical analysis
- Manipulation and Data cleaning
- Working with dates in Python
- Visualization with matplotlib and seaborn
- Segmentation
- Forecasting Basics
- Time-Series Modeling
- Forecasting Segmentation
- Supply chain simulations
- Linear Programing in python
- Inventory
- Inventory With uncertainty
- Inventory Simulations
- Seasonal Inventory
- Consumer Behavior and pricing
- Logit price response function
- Multi Product Optimization
- Markdowns
- RFM analysis
- Machine Learning
- Forecasting-OTB-AutoML Problem- Advanced manipulation with Pandas and Pycaret
Instructor
Haytham Omar-Ph.D
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