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
状态：新状态：免费试用LearnKartS
您将获得的技能: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Data Pipelines, Version Control, Data Modeling, Data Storage, Cloud Storage, Git (Version Control System), Data Storage Technologies, Relational Databases, Data Security, Big Data
状态：免费试用Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
状态：预览您将获得的技能: Data Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Literacy, Interactive Data Visualization, Business Intelligence, Data Storytelling, Data Presentation, Dashboard
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning
状态：免费试用Imperial College London
您将获得的技能: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Health Informatics, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting
状态：新状态：免费试用您将获得的技能: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率分布, 抽样（统计）, 理论计算机科学, 人工智能, 统计方法, 统计, 概率与统计, 应用数学, 统计分析, 统计推理, 数据扫盲
状态：新状态：免费试用您将获得的技能: Apache Hive, Big Data, JSON, Case Studies, Economics, Policy, and Social Studies, Apache Hadoop, People Analytics, Policty Analysis, Research, and Development, Analytics, Data Analysis, Social Sciences, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Business Analytics, Data Transformation, Query Languages, Debugging, Demography
状态：免费试用您将获得的技能: Data Import/Export, Data Visualization Software, Data Visualization, Extract, Transform, Load, Histogram, Data Transformation, Apache Kafka, JSON, Amazon S3, MySQL, SQL
状态：新状态：免费试用您将获得的技能: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, NumPy, Python Programming
您将获得的技能: TypeScript, Programming Principles, Web Development Tools, Javascript, Web Language
状态：免费试用您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Engineering Foundations on AWS: LearnKartS
- Data Science & Machine Learning Fundamentals: Corporate Finance Institute
- Introduction to Data Visualization in Qlik Sense: Coursera
- Power BI for Data Science and Analytics: Edureka
- Using Data for Healthcare Improvement: Imperial College London
- Data Visualization and Storytelling with Python: Packt
- 数据科学和 AI 的统计估算: University of Colorado Boulder
- Big Data with Hadoop: Apply MapReduce, Pig & Hive: EDUCBA
- Learn Data Integration and Visualization with Elasticsearch: Packt
- Advanced Data Visualization with Matplotlib Mastery: EDUCBA
