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：新状态：免费试用您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
您将获得的技能: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, Databases, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Performance Tuning
状态：免费试用Microsoft
您将获得的技能: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Database Design, Performance Tuning, Data Integration, Data Analysis, Data Transformation
状态：免费试用University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
状态：免费试用University of California San Diego
您将获得的技能: 数据结构, Apache Hadoop, 数据处理, 数据管理, 虚拟环境, 可扩展性, 实时数据, 大数据, 数据建模, NoSQL, 数据库设计, 数据库管理系统
Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
状态：预览Simplilearn
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Dashboard, Data Visualization, Data Modeling, Interactive Data Visualization, Report Writing, Data Visualization Software, Data Storytelling, Data Transformation, Data Manipulation, Data Cleansing, Data Sharing, Key Performance Indicators (KPIs), Relationship Building
状态：预览Eindhoven University of Technology
您将获得的技能: 数据处理, 验证和确认, 模型评估, 业务流程建模, 实时数据, 数据驱动的决策制定, 性能分析, 运行分析, 业务流程管理, 数据科学, 业务过程, 工艺优化, 数据挖掘, 过程分析, 流程改进
状态：免费试用University of Washington
您将获得的技能: Python 程序设计, 统计, 数据收集, 数据预处理, 研究, 数据整理, 模型评估, 统计建模, 数据科学, 数据整合, 预测分析, 预测建模, Data Validation, R 语言程序设计（中文版）, 应用机器学习, 数据分析, 功能工程
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
状态：免费试用University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Analysis, Estimation, R (Software), Data Visualization, Risk Analysis, Probability, Statistical Methods, R Programming, Return On Investment, Probability & Statistics, Problem Solving
总之，以下是 10 最受欢迎的 data wrangling 课程
- Data Science Beyond the Basics (ML+DS): Coursera
- Interactive Statistical Data Visualization 101: Coursera
- Big Data Processing Using Hadoop: Johns Hopkins University
- Modeling Data in Power BI: Microsoft
- Data Acquisition, Risk, and Estimation: University of Colorado Boulder
- 大数据建模和管理系统: University of California San Diego
- Manipulating Data with SQL: Coursera
- Data Modelling in Power BI: Simplilearn
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
- 规模数据科学--顶点项目: University of Washington
