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: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging
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：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：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：预览Northeastern University
您将获得的技能: Algorithm, 媒体与传播, 数据伦理, 数据安全, 新兴技术, 信息隐私, 法律, 新闻学, 数字扫盲, 物联网, 个人身份信息, 人工智能
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：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Algorithm, 数据库理论, 数据存储技术, 理论计算机科学, 数据结构, 数据存储, 数据库系统
状态：免费试用Coursera
您将获得的技能: 高级分析, 数据预处理, 机器学习算法, 数据分析, 分析, 生成式人工智能, 预测分析, AI 产品战略, 数据转换, 负责任的人工智能
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
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Whizlabs
您将获得的技能: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning
状态：免费试用LearnQuest
您将获得的技能: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Database Management Systems, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Analysis, Business Intelligence, Data-Driven Decision-Making
总之，以下是 10 最受欢迎的 data wrangling 课程
- Pandas for Data Science: Duke University
- Data Analysis with Python: University of Colorado Boulder
- SQL für Data Science: University of California, Davis
- Data Visualization with Tableau: Board Infinity
- 数据隐私基础知识: Northeastern University
- 面向数据科学家的生成式人工智能: IBM
- 有序数据结构: University of Illinois Urbana-Champaign
- 数据分析师的 GenAI: Coursera
- How to Describe Data: University of Michigan
- Data Understanding and Visualization: University of Colorado Boulder
