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
Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
状态：免费试用您将获得的技能: 探索性数据分析, Prompt Engineering, 数据伦理, 机器学习, 数据综合, 数据预处理, 生成式人工智能, 数据分析, ChatGPT, 深度学习, AI 赋能, 功能工程, 提示模式, 数据科学, 原型设计, 负责任的人工智能, 数据可视化, 预测建模, 人工智能和机器学习（AI/ML）, AI 工作流程
状态：预览University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Data Transformation, Query Languages, Data Modeling, Database Systems, Relational Databases, Data Processing, Data Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: 软件设计, 数据处理, 可扩展性, 数据库, 可维护性, 事务处理, 关系数据库, 大数据, 数据库设计, 数据架构, NoSQL, SQL, 系统设计, 数据挖掘, Apache Hadoop, 数据库系统, 非结构化数据
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
状态：预览Board Infinity
您将获得的技能: Data Visualization Software, Dashboard, Data Visualization, Interactive Data Visualization, Data Transformation, Tableau Software, Data Storytelling, Data Manipulation, Exploratory Data Analysis, Heat Maps, Scatter Plots, Data Analysis, Forecasting, Geospatial Mapping
状态：免费试用University of Colorado System
您将获得的技能: 星形模式, 业务流程管理, 仪表板, 关系数据库, 数据库设计, 商业智能, 数据库管理, Data Governance, 数据整合, 商业分析, SQL, Oracle 数据库, 决策支持系统, 摘录, 数据仓库, 数据库管理系统, 微策略, 数据建模, 绩效衡量, 数据可视化
状态：免费试用Duke University
您将获得的技能: Data Visualization Software, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Seaborn, Tableau Software, Scatter Plots, Heat Maps, Histogram, Google Sheets, Data Analysis, Python Programming, Cloud Applications, Business Communication
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Exploratory Data Analysis, Data Presentation, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Data Storytelling, Pandas (Python Package), Statistical Methods, Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Box Plots, Scatter Plots, Correlation Analysis, Python Programming
状态：免费试用您将获得的技能: Data Cleansing, Stakeholder Management, Rmarkdown, Data Presentation, Data Storytelling, Data Visualization, Data Validation, Data Literacy, Ggplot2, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Analytical Skills, Data Integrity, Dashboard, Data Visualization Software, Tableau Software, Case Studies, Spreadsheet Software, Data Analysis
状态：免费试用University of Michigan
您将获得的技能: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
总之，以下是 10 最受欢迎的 data wrangling 课程
- Data Visualization using Plotly: Coursera
- 面向数据科学家的生成式人工智能: IBM
- SQL für Data Science: University of California, Davis
- Data Analysis with Python: University of Colorado Boulder
- 设计数据密集型应用程序: Universidad Nacional Autónoma de México
- Programming for Data Science: University of Leeds
- Data Visualization with Tableau: Board Infinity
- 用于商业智能的数据仓库: University of Colorado System
- Data Visualization with Python: Duke University
- Data Understanding and Visualization: University of Colorado Boulder
