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Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
状态：免费试用LearnQuest
您将获得的技能: 博弈论, 数据预处理, 机器学习, 模型评估, 社会正义, 人工智能, Algorithm, 负责任的人工智能, 预测建模, 数据伦理, 数据收集
您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
状态：免费试用您将获得的技能: SQL, 仪表板, Linux 命令, 交互式数据可视化, IBM Cognos 分析, Apache Kafka, 存储过程, 数据仓库, 数据管道, 外壳脚本, 文件管理, 阿帕奇气流, Bash（脚本语言）, 商业智能, IBM DB2, 数据可视化, 关系数据库, 摘录, 数据库, 星形模式
状态：新状态：免费试用您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
状态：新状态：免费试用您将获得的技能: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Architecture and Administration, Database Administration, PL/SQL, Relational Databases, Patch Management, Data Integrity, SQL, Data Import/Export, Data Storage Technologies, User Accounts, Disaster Recovery
状态：免费试用University of California, Irvine
您将获得的技能: 预测, 工艺优化, 库存管理系统, 生产规划, 材料管理, 能力管理, 供应链规划, 运营管理, 微软Excel, 运筹学, 库存会计, 库存控制, 容量规划, 供应链管理, 绩效衡量, 库存管理, 需求规划, 供应链, 客户需求规划, 资源分配
状态：新状态：免费试用您将获得的技能: Electronic Medical Record, Patient Registration, Medical Records, Health Information Management, Patient Safety, Data Cleansing, Medical Privacy, Reconciliation, Records Management, Record Keeping, Data Validation, Data Integrity, Clinical Data Management, Consolidation, Data Quality, Quality Assurance
状态：免费试用Google
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence
状态：免费试用Board Infinity
您将获得的技能: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation, Mainframe Computing
总之，以下是 10 最受欢迎的 data wrangling 课程
- From Data to Decisions: Making Predictions with AI: Vanderbilt University
- 人工智能数据的公平与偏见: LearnQuest
- Crash Course on Interactive Data Visualization with Plotly: Coursera
- 商业智能基础与 SQL、ETL 和数据仓库: IBM
- Data Science Fundamentals Part 2: Unit 2: Pearson
- Data Analysis in R: Predictive Analysis with Regression: Coursera
- Oracle DBA Mastery: Backup, Recovery & Data Movement: EDUCBA
- 利用数据科学打造更敏捷的供应链: University of California, Irvine
- Optimize Patient Records: Merge and Manage Data: Coursera
- Get Started with Python: Google
