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：免费试用Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
状态：免费试用IBM
您将获得的技能: 数据清理, 探索性数据分析, 数据展示, 电子表格软件, 数据可视化软件, 微软Excel, 仪表板, 分析技能, 透视表和图表, 数据可视化, 数据分析, IBM Cognos 分析
状态：预览您将获得的技能: Cost Benefit Analysis, Data-Driven Decision-Making, Health Assessment, Decision Making, Health Technology, Health Care, Pharmaceutical Terminology, Medical Terminology, Model Evaluation, Quality Assessment
状态：免费试用University of Pennsylvania
您将获得的技能: AI 产品战略, 负责任的人工智能, 数据伦理, 管理, 业务转型, 机器学习, 创新, 大数据, Data Governance, AI 赋能, 商业策略, 人工智能, 数据安全
状态：免费试用您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computational Logic
状态：预览Starweaver
您将获得的技能: SQL, Business Intelligence, Jupyter, Python Programming
状态：免费试用您将获得的技能: 探索性数据分析, 生成式人工智能, 数据操作, 数据预处理, 数据伦理, 负责任的人工智能, 自然语言处理, 预测建模, 数据综合, 数据科学, 模型评估, AI 赋能, 数据可视化, 数据分析, 功能工程
状态：免费试用Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
状态：免费试用您将获得的技能: Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Business Analytics, Power BI, Pivot Tables And Charts, Dashboard, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Scatter Plots, Business Reporting, Trend Analysis, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Dimensionality Reduction
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Probability & Statistics, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
状态：免费试用Whizlabs
您将获得的技能: Microsoft Azure, Azure Synapse Analytics, Data Integration, Cloud Storage, Data Lakes, Data Pipelines, Data Storage, Databricks, Microsoft SQL Servers, NoSQL, .NET Framework, Data Security, Real Time Data, Encryption, Scalability
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Science con Python e R: Università di Napoli Federico II
- 数据分析和可视化基础评估: IBM
- Data Science in Health Technology Assessment: Genentech
- 人工智能战略与管理: University of Pennsylvania
- Data Analysis in Python: Codio
- Build a Data Warehouse Using BigQuery: Starweaver
- 生成式人工智能：提升你的数据科学职业生涯: IBM
- Dark Data Basics - Understanding the Unknown: Arizona State University
- Power BI: Data Visualization and Analysis: Whizlabs
- Creating Features for Time Series Data: SAS
