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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ra-logistics-and-supply-chain-optimization/
课程评论：没有评论
课程名称：使用Excel和Python进行供应链设计与规划 课程概述：这门课程旨在高效利用开源技术（如Python）来提升供应链的规划与优化能力。针对供应规划、物流、战略设计和运营规划领域的专业人士，课程内容从基础知识讲解开始，逐步深入到实际应用的高级技术，帮助学员在数字化转型的背景下实现供应链卓越。学员将学习到如何通过优化算法，做出战略性和战术性的供应链决策。 课程特色包括以下几个方面： 1. 理解Python基础知识。 2. 理解线性规划概念。 3. 使用Python库Pulp进行线性规划。 4. 在可用资源下最大化企业利润。 5. 利用Excel和Python实施生产调度，最小化成本。 6. 决定设施的最佳位置。 7. 精通Excel和Python中的优化问题开发。 8. 优化供应链网络的流动。 9. 优化供应链网络的设计。 10. 在设计中考虑服务水平以发展供应链网络。 11. 理解供应链决策的敏感性和约束条件。 12. 使用运营研究工具进行物流流动的路线优化。 课程设计为体验式学习，前几模块专注于优化和Python的理解，之后则应用于具体的供应链场景。如果您对Python不熟悉，课程还包括Python基础部分，帮助您快速上手。 期待您加入这个课程，享受供应链管理的乐趣！
"I attended this course with high expectations. And I was not disappointed. It´s incredible to see what is possible with Python in terms of supply chain planning and optimization. Haytham is doing a great job as a trainer. Starting with explanation of basics and ending with presentation of advanced techniques supply chain managers can apply in real life."Larsen BlockDirector Supply Chain Management at Freudenberg Home and Cleaning Solutions GmbHIf you are working in supply planning, logistics, strategic design, and operational planning, making full use of open source technologies such as the widely popular Python is a guarantee for supply chain excellence through this era of digital transformation.Top companies manage their supply chain by having a clear focus on planning allocation of suppliers, manufacturing facilities, warehouses, and retailers. and as long as a company or an NGO is delivering products, then for sure, there is a supply chain.And in this course, we focus on strategic and operational supply chain planning using optimization which by itself is one of the biggest disciplines used in almost all business, engineering, and data industries.As a supply chain and logistics professional in this modern age, having analytical skills, know-how, and a data science coding language is imperative for the success and progress of one's supply chain career. The course will take you to step by step on understanding optimization problems in supply-chain that can help you make strategic and tactical supply-chain decisions effectively. As always, our courses are highly practical and follows a learn by doing approach.After this course we will be able to:1- Understand the basics of python.2- Understand linear programming.3- Work with python library Pulp for linear programming.4- Maximize the profit of our business given the resources available.5- Implement production scheduling to minimize cost in excel and python.6- Decide on the optimal location of facilities.7- Develop Optimization problems Masterfully in excel and python.8- Optimize the flow of the supply chain network.9- Optimize the design of the supply chain network.10- Develop your supply chain network with the service level in mind.11- Understand the sensitivity and the binding constraints of your supply chain decisions.12- Route optimization for logistical Flows with OR tools.Course Designthe course is designed as experiential learning Modules, the first couple of modules are for understanding optimization and python followed by supply chain applications using optimization.Don't worry if you don't know python, there are is a python fundamental section in the course to get you up and running with python.Looking forward to seeing you inside and hope you enjoy the class.Happy Supply Chain mining!HaythamRescale AnalyticsFeedback from Clients and Training:"In Q4 2018, I was fortunate to find an opportunity to learn R in Dubai, after hearing about it from indirect references in UK.I attended a Supply Chain Forecasting & Demand Planning Masterclass conducted by Haitham Omar and the possibilities seemed endless. So, we requested Haitham to conduct a 5-day workshop in our office to train 8 staff members, which opened us up as a team to deeper data analysis. Today, we have gone a step further and retained Haitham, as a consultant, to take our data analysis to the next level and to help us implement inventory guidelines for our business. The above progression of our actions is a clear indication of the capabilities of Haitham as a specialist in R and in data analytics, demand planning, and inventory management."Shailesh MendoncaCommercial lead-in Adventure AHQ- Sharaf Group" Haytham mentored me in my Role of Head of Supply Chain efficiency. He is extremely knowledgebase about the supply concepts, latest trends, and benchmarks in the supply chain world. Haytham's analytics-driven approach was very helpful for me to recommend and implement significant changes to our supply chain at Aster group"Saify NaqviHead of Supply Chain Efficiency"I participated in the training session called "Supply Chain Forecasting & Management" on December 22nd 2018. This training helped me a lot in my daily work since I am working in Purchase Dpt. Haytham have the pedagogy to explain us very difficult calculations and formula in a simple way. I highly recommend this training."Djamel BOUREMIZPurchasing Manager at Mineral Circles Bearings
