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
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
状态：免费试用CertNexus
您将获得的技能: 项目范围界定, 数据驱动的决策制定, 利益相关者管理, 业务过程, 数据科学, 案例研究, 项目设计, 数据扫盲, 商业分析, 业务重点, 商务
Google Cloud
您将获得的技能: Metadata Management, Google Cloud Platform, Data Mining, Big Data, Data Management, Cloud API
状态：预览Institut Mines-Télécom
您将获得的技能: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy
您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation, Automation
状态：免费试用您将获得的技能: Python 程序设计, 负责任的人工智能, 数据操作, 数据清理, 生成式人工智能, 数据处理, 数据叙事, 数据伦理, 统计分析, 交互式数据可视化, 数据可视化软件, 仪表板, Prompt 工程工具, Query 语言, 数据分析, 分析, OpenAI
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：免费试用您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
状态：免费试用您将获得的技能: 招聘, 专业发展, 数据叙事, 专业网络, 分析技能, LinkedIn, 商务写作, 建立关系, 数据分析, 演讲, 面试技巧, 投资组合管理
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
总之，以下是 10 最受欢迎的 data cleaning 课程
- Getting Started in Google Analytics: Coursera
- 利用数据科学解决业务问题: CertNexus
- Data Catalog: Qwik Start: Google Cloud
- Data intelligence for businesses and managers: Institut Mines-Télécom
- Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
- Apache Hive: Design, Query & Optimize Big Data: EDUCBA
- Analyzing Time Series and Sequential Data: SAS
- 生成式人工智能：提升你的数据分析职业生涯: IBM
- Data Analysis in Python: Codio
- Data Collection and Root Cause Analysis: SkillUp
