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analyzing-visualizing-data-powerbi icon analyzing-visualizing-data-powerbi

This repository contains the lab files and other resources for the free Microsoft course DAT207x: Analyzing and Visualizing Data with Power BI. To learn how to connect, explore, and visualize data with Power BI, sign up for this course on edX.

data-operation icon data-operation

💡数据化运营💡：会员数据化运营(RFM模型、营销响应预测)、商品数据化运营、流量数据化运营、内容数据化运营

dax icon dax

📈PowerBI📉：DAX函数

e-commerce icon e-commerce

💻python电商分析实战💻：电商介绍；电商分析指标；电商分析模型(CRM & RFM)

feature-engineering icon feature-engineering

🧐数据预处理🧐：缺失值处理、数据补全、数据类型转换、数据编码、数据正则化、对数变换...实战案例：Zillow房价数据清洗、Airbnb数据清洗

machine-learning icon machine-learning

🤖机器学习实战🤖：决策树、随机森林线性回归、逻辑回归、贝叶斯、kNN等

python-spider icon python-spider

🕷python爬虫实践🕷：B站视频流量爬取；豆瓣热门电影信息；

sql icon sql

🧐SQL数据分析实战🧐：包含SQL基本查询语句、常用聚合函数、多表链接及如何通过SQL进行数据分析(漏斗模型、A/B test，转化率，UTM参数统计分析、用户流失率计算)

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