Data Wrangling 课程
数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具，展示这些技能如何简化分析和可视化的数据准备工作。
热门 Data Wrangling 课程和认证
状态：免费试用Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Data Preprocessing, Exploratory Data Analysis, Predictive Modeling, Data Analysis
您将获得的技能: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing
您将获得的技能: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Health Information Management, Regulatory Compliance, Data Architecture, Medical Records, Scalability, Health Care Procedure and Regulation, Data Security, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Microsoft Azure, Health Technology, Interoperability, Encryption, Identity and Access Management, Role-Based Access Control (RBAC), Real Time Data
状态：免费试用Microsoft
您将获得的技能: 数据建模, 流程图, 业务过程, 业务流程建模, 图表设计, 数据流图 (DFD), 商业分析, Microsoft Visio
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 描述性统计, 统计分析, 统计推理, 数据分析, 概率与统计, 微软Excel, 商业分析, 探索性数据分析, 概率分布, 抽样（统计）, 数据展示, 决策, 数据驱动的决策制定
状态：免费试用University of Michigan
您将获得的技能: 数据可视化软件, 统计方法, 统计分析, 政治科学, 绘图（图形）, 案例研究, 数据分析, R 语言程序设计（中文版）, 计划评估, R（软件）, Ggplot2, 探索性数据分析, 数据伦理, 政策分析, 统计可视化, 数据可视化, 数据展示, 调查, 统计假设检验, Tidyverse（R 软件包）
状态：免费试用Microsoft
您将获得的技能: Stored Procedure, Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, Data Integrity, Data Integration, SQL, Transaction Processing, Power BI, Data Warehousing, Database Management, Data Maintenance, Databases, Query Languages, Database Architecture and Administration, Transact-SQL, Performance Tuning, Database Systems, Data Management
状态：免费DeepLearning.AI
您将获得的技能: SQL, AI 工作流程, 拥抱的脸, 数据处理, 数据库管理, 还原式 API, 工具调用, AI 赋能, 网络服务, LLM 申请, 非结构化数据, Prompt Engineering
状态：免费试用Johns Hopkins University
您将获得的技能: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Distributed Computing, Linux, Software Installation, Scalability, System Configuration
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: AI Personalization, Nutrition and Diet, Nutritional Assessment, Personalized Service, Clinical Nutrition, Medical Nutrition Therapy, Nutrition Education, Data Ethics, Data Collection, Patient Education And Counseling, Data Analysis, Clinical Research, Health Technology, Consumer Behaviour, Continuous Monitoring
状态：免费试用Alibaba Cloud Academy
您将获得的技能: SQL, Apache Hadoop, 数据可视化软件, 数据处理, 人工智能和机器学习（AI/ML）, 云技术, 大数据, 数据仓库, 分布式计算, Apache Hive, 数据整合, 云安全, Apache Spark
状态：免费试用Imperial College London
您将获得的技能: 描述性统计, 数据分析, 统计推理, 数据导入/导出, 数据扫盲, R 语言程序设计（中文版）, 概率分布, R（软件）, 分析技能, 抽样（统计）, 公共卫生, 统计假设检验, 统计
总之，以下是 10 最受欢迎的 data wrangling 课程
- Programming for Python Data Science: Principles to Practice: Duke University
- Create Customer Support Data with Microsoft Excel: Coursera
- Healthcare Data Management, Security, and Compliance: Microsoft
- 使用 Microsoft Visio 进行数据和业务流程建模: Microsoft
- 为商业决策探索和生成数据: University of Illinois Urbana-Champaign
- 使用 R 进行公共部门数据分析: University of Michigan
- Microsoft SQL Server: Microsoft
- 使用 LLM 调用函数和提取数据: DeepLearning.AI
- Big Data and Hadoop Foundations and Setup: Johns Hopkins University
- Bridging Data and Practice for Personalized Nutrition: University of Illinois Urbana-Champaign
