Using R for Data Science and Supply Chain Analytics
The course is designed as experiential learning Modules, the first couple of modules are for supply chain fundamentals followed by python programming fundamentals, this is to level all of the takers of this course to the same pace.
Overview
1.7KSTUDENTS*
94.9%RECOMMEND*
This course includes:
- 37 hours on-demand video
- 126 downloadable resources
- Full lifetime access
- Certificate of completion
The course is designed as experiential learning Modules, the first couple of modules are for supply chain fundamentals followed by python programming fundamentals, this is to level all of the takers of this course to the same pace. and the third part is supply chain applications using data science which is using the knowledge of the first two modules to apply. while the course delivery method will be a mix of me explaining the concepts on a whiteboard, presentations, and python-coding sessions where you do the coding with me step by step. there will be assessments in most of the sections to strengthen your newly acquired skills. all the practice and assessments are real supply chain use cases.
Supply chain Fundamentals Module includes:
- Introduction to supply chain.
- Supply chain Flows.
- Data produced by supply chains.
- Basics of python
- Data cleaning and manipulation.
- Statistical analysis.
- Data visualization.
- Advanced programming.
- Product segmentations single and multi-criteria.
- Supplier segmentations.
- Customers segmentations.
- Forecasting techniques and accuracy testing.
- Linear Programming and logistics optimizations.
- Pricing and markdowns optimization techniques.
- Inventory policy and safety stock calculations.
- Inventory simulations.
- Machine learning for supply-chain.
- Simulations for optimizing capacity and resources.
Skills You Will Gain
Data Science
Inventory Management
Linear Programming
Python
Supply chain
Learning Outcomes (At The End Of This Program, You Will Be Able To...)
- 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 chain decisions.
- Become a supply chain data scientist.
- Learn Supply chain techniques you will only find in this course. Guaranteed!
Prerequisites
- Basic knowledge of excel.
Who Should Attend
- If you are an absolute beginner at coding.
- If you work in a supply-chain and want to make data-driven decisions, this course will equip you with what you need.
- If you are an inventory manager and want to optimize inventory for 1000000 products at once, then this course is for you.
- If you work in finance and want to forecast your budget by taking trends, seasonality, and other factors into account then this course is just what you need.
- If you are a seasoned R user, then take this course to get up to speed quickly with python capabilities. You will become a regular python user in no time.
