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Johns Hopkins University
您将获得的技能: 交互式数据可视化, 统计假设检验, 数据展示, Plotly, R 语言程序设计（中文版）, 机器学习算法, 概率与统计, 统计机器学习, 机器学习, GitHub, 预测建模, 统计分析, 统计建模, 探索性数据分析, 闪亮（R 套件）, 数据可视化, Rmarkdown, 模型评估, 统计推理, 回归分析
您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
状态：新状态：预览Coursera
您将获得的技能: Social Media Marketing, Instagram, Business Intelligence, Predictive Modeling, Predictive Analytics, Case Studies
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Extract, Transform, Load, Data Pipelines, Data Processing, Data Transformation, Data Manipulation, Apache, Scripting, Debugging, Query Languages, Scripting Languages, Open Source Technology
状态：免费试用University of Colorado Boulder
您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export
状态：免费试用University of Michigan
您将获得的技能: 描述性统计, Matplotlib, 数据分析, 统计可视化, 数据可视化软件, 统计方法, NumPy, 概率与统计, 抽样（统计）, 统计分析, Jupyter, 柱状图, 数据可视化, 统计, 探索性数据分析, Python 程序设计, 统计推理, 箱形图
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, JSON, Data Processing, Data Warehousing, Distributed Computing, Data Analysis, Scalability, Case Studies, Analytics, Data Pipelines, Query Languages, Social Media, Data Cleansing, Data Integration, Social Media Content
状态：免费试用您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, AI Product Strategy, Data Analysis, Applied Machine Learning, OpenAI, Data-Driven Decision-Making, Analytical Skills, Exploratory Data Analysis, Natural Language Processing
状态：免费试用University of Michigan
您将获得的技能: 数据处理, 数据分析, 道德标准与行为, Pandas（Python 软件包）, 预测, 预测建模, 分析, 逻辑回归, 统计建模, 模型评估, 概率, Python 程序设计, 回归分析
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据驱动的决策制定, 数据科学, 数据分析, 数据叙事, 数据展示, 计算机科学, 数据伦理, 技术交流, 应用数学, 统计, 探索性数据分析, 统计报告, 数据可视化
状态：免费试用University of Colorado System
您将获得的技能: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
总之，以下是 10 最受欢迎的 data wrangling 课程
- 数据科学：统计与机器学习: Johns Hopkins University
- Data Visualization with Plotly Express: Coursera
- Hadoop & Big Data Foundations Mastery Course: EDUCBA
- Social Media Data Analytics: Coursera
- Apache Pig: Analyze, Transform & Optimize Data: EDUCBA
- Defining, Describing, and Visualizing Data: University of Colorado Boulder
- 使用 Python 理解和可视化数据: University of Michigan
- Hadoop Big Data Analytics & Projects Mastery: EDUCBA
- Advanced Data Analysis with ChatGPT: Coursera
- 体育数据预测模型: University of Michigan
