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
This course includes:
- 37 hours on-demand video
- 126 downloadable resources
- Full lifetime access
- Certificate of completion
- 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
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.
Curriculum
Instructors
Haytham Omar
He brings a wealth of expertise in supply chain management and data science to the online education platform. With a deep-rooted background in strategic consulting and academic instruction, he has held pivotal roles in optimizing global supply chains and pioneering data-driven solutions. Holding a doctoral degree focused on basket data-driven forecasting and inventory management, his research has significantly advanced understanding in omni-channel logistics. He has cultivated this knowledge through extensive hands-on experience and academic pursuits, including a Master’s in Global Supply Chain Management from KEDGE Business School and a MicroMasters in Supply Chain Management from MITx on edX.
Throughout his career, he has championed numerous innovative projects in collaboration with international institutions and corporations. His contributions extend beyond theoretical frameworks to practical implementations that enhance operational efficiency and profitability. Notably, he has developed specialized courses and workshops covering diverse aspects of supply chain management, from purchasing and inventory control to logistics optimization and lean management. His teaching approach blends rigorous academic insights with real-world applications, empowering learners to navigate complex supply chain challenges with confidence.
As an instructor on the platform, he is dedicated to equipping students with essential skills in supply chain analytics, data-driven forecasting, and strategic management. His courses are designed to foster critical thinking and problem-solving abilities, essential for navigating the dynamic landscapes of global business operations. Whether aspiring supply chain professionals, business owners seeking to optimize logistics, or data enthusiasts looking to delve into practical applications, learners gain invaluable insights and actionable knowledge from his expertise.
Frequently Asked Questions
How much do the courses at Starweaver cost?
We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.
Do you offer any certifications upon completion of a course at Starweaver?
Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
Does Starweaver offer any free courses or trials?
No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.
Are Starweaver's courses designed for beginners or advanced students?
Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.
What payment options are available for Starweaver courses?
We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.
Do you offer refunds?
Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.