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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-retail-analytics-with-excel-and-python-part-1/
课程评论：没有评论
课程名称：RA：零售管理与Excel与Python数据分析 课程概述： 本课程是RA零售系列中的三门课程之一，每门课程均可独立学习。本课程旨在帮助学习者掌握零售管理和数据分析技能，利用Excel和Python工具进行数据驱动决策。在竞争激烈的现代零售环境中，了解新的趋势和客户偏好是成功的关键。每天产生的数据量庞大，约为2.5万亿字节。根据IBM的研究，全球90%的数据是在过去两年内创建的。零售分析是研究这些数据并从中做出有洞察力的决策的领域。为此，课程内容分为三个部分： 1. **零售管理基础** - 理解零售环境 - 零售格式 - 零售基本概念 2. **数据处理与分析** - 使用Pandas进行数据操作 - 使用Python进行数据分析 - 利用Excel进行预测 - 调整产品价格以最大化收入 - 使用深度学习和回归技术（ANN和RNN）进行预测 - 店内产品摆放策略 不必担心，如果您不懂编程，我们将逐步进行学习，结合实际的零售分析案例！本课程包括可下载资源和Python项目文件、作业和课程测验，终身访问和30天退款保证。 适合人群： - 编程零基础的初学者 - 在零售行业工作，希望做出数据驱动决策的人士 - 希望从Excel切换到数据科学语言的学习者 - 对重复的电子表格分析感到厌倦，想要寻找自动化解决方案的人 课程设计： 本课程采用体验式学习模式，前几个模块为零售基本知识，接下来的模块为Python编程基础，旨在使所有学习者保持同一学习进度。第三部分涉及使用数据科学进行零售应用，将前两部分的知识应用于实际中。课程授课方式结合了白板讲解、演示和逐步的Python编码实践。在大多数模块中将有评估，旨在巩固新技能，所有练习和评估均为真实的零售案例。
"This is one of the three courses in the Retail Series by RA, each course can be taken independently."Master Retail management 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 Management, Analytics with Excel & Python.1- Understanding the retail environment.2- Retail Formats.3- Retail Fundamentals2- Manipulation of Data with Pandas.2-Working with Python for analytics.3- Developing Forecasts with Excel.4- Adjusting Product Prices to maximize revenue.5- Forecasting In python with Deep learning and regression techniques, ANN and RNN.6- Product placement strategies inside the stores.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 fundamentals 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.
