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：免费试用您将获得的技能: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Marketing, Performance marketing, Marketing Strategy and Techniques, Marketing Operations, Data-Driven Decision-Making, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Analytics, Data Analysis
状态：新状态：免费试用您将获得的技能: Business Analytics
状态：免费试用您将获得的技能: Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Data Lakes, Extract, Transform, Load, Tensorflow, Data Warehousing, Model Deployment, Apache Airflow, Data Import/Export, Big Data, Data Governance, Data Migration, Workflow Management, Data Architecture, Dashboard, Apache Spark, Unstructured Data, Data Processing
您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据操作, Pandas（Python 软件包）, 可视化（计算机制图）, 散点图, 统计可视化, 数据展示, 制图, 交互式数据可视化, 数据可视化软件, Matplotlib, 数据可视化, NumPy, 柱状图, 科学可视化
状态：新状态：免费试用您将获得的技能: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
状态：免费试用您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
您将获得的技能: Data Manipulation, Tidyverse (R Package), Data Wrangling, Data Analysis, R Programming, Exploratory Data Analysis, Statistical Analysis
状态：新状态：免费试用您将获得的技能: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Debugging, Back-End Web Development, Database Management, Data Modeling, Restful API, Maintainability, Dependency Analysis, Performance Tuning, Software Design Patterns
状态：免费试用Duke University
您将获得的技能: 统计推理, 统计, 探索性数据分析, 贝叶斯统计, 描述性统计, 统计分析, 概率分布, 概率, R（软件）, R 语言程序设计（中文版）, 数据分析, 抽样（统计）
总之，以下是 10 最受欢迎的 data cleaning 课程
- Advanced Data Processing and Analytics with AWS: Packt
- Marketing e Data Science: Fundação Instituto de Administração
- Introducing Data Analytics and Analytical Thinking: Google
- Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
- Data Visualization using Plotnine and ggplot: Coursera
- 用 Python 进行应用绘图、制图和数据表示: University of Michigan
- Splunk Analytics & Visualization: From Data to Insights: EDUCBA
- Getting Started in Google Analytics: Coursera
- Advanced Data Analysis with Generative AI: Microsoft
- Data Manipulation with dplyr in R: Coursera
