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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ra-retail-management-analytics-with-excel-pythonep23/
课程评论：没有评论
课程名称：RA：零售规划与使用 Excel 和 Python 的产品组合分析 课程概述：该课程是 RA 零售系列中的三门课程之一，每门课程都可以独立学习。课程的最新更新中（2023年8月）添加了使用 AutoML 进行 OTB 计算的预测功能。随着零售竞争的日益激烈，掌握零售规划和分析变得尤为重要，零售商需要跟上新趋势和客户偏好的变化。每天产生大量数据是零售管理成功的关键之一，预计每天产生约2.5亿亿字节的数据，IBM的研究表明，90%的世界数据在过去两年内产生。零售分析的目的是研究这些零售数据并从中得出有洞察力的数据驱动决策。 课程内容主要分为三个部分： 1. 零售指标 2. Python中的指标 3. 预算编制 4. Python中的零售规划 5. 零售采购 6. 产品组合优化 7. 使用Python管理零售库存 8. 基于类型的库存管理 如果你不懂编码，不用担心，我们会一步步通过实际零售分析进行学习！ 注意：完整课程包括可下载的资源和Python项目文件、家庭作业和课程测验、终身访问权以及30天退款保证。 适合人群： - 绝对编程初学者； - 在零售行业工作希望做出数据驱动决策的人； - 希望从Excel转向数据科学语言的人； - 想要自动化重复分析的人。 课程设计以体验式学习为主，最初几个模块关注于零售指标，然后是Python编程基础，通过这两部分的知识让所有学员处于同一水平。最后，课程将应用数据科学于零售场景，并结合讲解、演示和Python编码会话，逐步进行编码练习。大多数部分会有评估以加强新技能，所有的练习和评估均基于真实的零售案例。
New update: Forecast for OTB calculation with AutoML is added (Aug 2023)"This is one of the three courses in the Retail Series by RA, each course can be taken independently."Master Retail planning and analytics with Excel and PythonRetailers face fierce competition every day and keeping up with the new trends and customer preferences is a guarantee for excellence in the modern retail environment. one Keyway to excel in retail management is utilizing the data that is produced every day. It is estimated that We produce an overwhelming amount of data every day, roughly 2.5 quintillion bytes. According to an IBM study, 90% of the world's data has been created in the last two years.Retail analytics is the field of studying the produced retail data and making insightful data-driven decisions from it. as this is a wide field, I have split the Program into three parts.Retail Planning and assortment analytics with Excel & Python.1- Retail Metrics2- Metrics in Python.3- Budgeting.4- Retail Planning in Python.5- Retail Buying.6- Assortment Optimization.7- Managing Retail Inventory with Python.8- Managing stocks based on Types.Don't worry If you don't know how to code, we learn step by step by applying retail analysis!*NOTE: Full Program includes downloadable resources and Python project files, homework and Program quizzes, lifetime access, and a 30-day money-back guarantee.Who this Program is for:· If you are an absolute beginner at coding, then take this Program.· If you work in Retail and want to make data-driven decisions, this Program will equip you with what you need.· If you are switching from Excel to a data science language. then this Program will fast-track your goal.· If you are tired of doing the same analysis again and again on spreadsheets and want to find ways to automate it, this Program is for you.Program Designthe Program is designed as experiential learning Modules, the first couple of modules are for retail metrics followed by Python programming fundamentals, this is to level all of the takers of this Program to the same pace. and the third part is retail applications using Data science which is using the knowledge of the first two modules to apply. while the Program 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 retail use cases.
