数据清理课程
数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具，如 Pandas 和 NumPy 等 Python 库，以及 OpenRefine 等软件，这些工具支持高效执行数据分析任务并确保数据质量，以便进行分析。
热门 Data Cleaning 课程和认证
Google Cloud
您将获得的技能: Data Cleansing, Exploratory Data Analysis, Data Manipulation, Data Transformation, Data Quality, Data Analysis, Data Visualization, Google Cloud Platform, Data Management
状态：免费试用Arizona State University
您将获得的技能: Exploratory Data Analysis, Data Strategy, Unstructured Data, Data-Driven Decision-Making, Solution Design, Data Transformation, Data Quality, Data Analysis, Needs Assessment, Requirements Analysis
状态：预览Edureka
您将获得的技能: MongoDB, NoSQL, Database Management, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Data Store, Query Languages, Scalability, Real Time Data, Disaster Recovery, Data Security
状态：免费试用University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Processing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality, Relational Databases, Data Entry
状态：免费试用Johns Hopkins University
您将获得的技能: 描述性统计, 预测建模, 数据分析, 统计假设检验, 机器学习, 回归分析, 数据建模, 概率与统计, 数据科学, 统计方法, 分类与回归树 (CART), 探索性数据分析, 统计推理, R 语言程序设计（中文版）, 统计分析, Rmarkdown, Tidyverse（R 软件包）
您将获得的技能: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
状态：新状态：免费试用Google
您将获得的技能: Data Ethics, Data Quality, Data Sharing, Information Privacy, Data Analysis, Informed Consent
状态：免费试用UiPath
您将获得的技能: 数据操作, 数据清理, 数据管理, Data Management, 数据整合, 自动化, 机器人流程自动化
状态：免费试用Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Data Quality
状态：免费您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Wrangling, Workflow Management, Scheduling, Automation, Analysis
状态：免费您将获得的技能: Power BI, Data Transformation, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
总之，以下是 10 最受欢迎的 data cleaning 课程
- Dataprep: Qwik Start: Google Cloud
- Extracting Value from Dark Data: ULEADD: Arizona State University
- Data Wrangling with MongoDB: Edureka
- Data Processing and Manipulation: University of Colorado Boulder
- Clean Data in SQL using MySQL Workbench: Coursera
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- Data Management with Databricks: Big Data with Delta Lakes: Coursera
- Data Responsibility: Google
- RPA 中的数据处理: UiPath
- Dark Data Migration and Architecture: Arizona State University
