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Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
状态：免费试用Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
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
状态：新状态：免费试用您将获得的技能: Data Visualization Software, Interactive Data Visualization, Application Development, Web Content Accessibility Guidelines, Color Theory
状态：免费试用您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
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École Polytechnique Fédérale de Lausanne
您将获得的技能: 数据操作, 数据处理, 数据分析, 大数据, 数据持久性, Apache Spark, Scala 编程, 分布式计算, SQL, 性能调整
状态：免费试用Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
状态：免费试用Stanford University
您将获得的技能: Algorithm, 理论计算机科学, 图论, 计算逻辑, 编程原则, 社交网络分析, 数据结构, 网络分析, Networking 路由器, 网络模型
状态：新状态：预览您将获得的技能: Application Lifecycle Management, Azure DevOps, CI/CD, Continuous Delivery, Continuous Integration, DevOps, Data Validation, Data Governance, Data Quality, Test Automation, Extract, Transform, Load, Data Pipelines, Scalability, SQL
状态：免费试用您将获得的技能: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Analysis and Visualization with Python: Arizona State University
- From Data to Decisions: Finding Patterns with AI: Vanderbilt University
- Data Science Fundamentals Part 2: Unit 2: Pearson
- Data Visualization & Advanced App Logic: Packt
- NVIDIA: Prompt Engineering and Data Analysis: Whizlabs
- Get Started with Python: Google
- Data Science for Agile Decision-Making: Duke University
- 使用 Scala 和 Spark 进行大数据分析: École Polytechnique Fédérale de Lausanne
- Data Analysis for Managerial Decision-Making: Rice University
- 图搜索、最短路径和数据结构: Stanford University
