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: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging
状态：免费试用Johns Hopkins University
您将获得的技能: 回归分析, 数据科学, 数学建模, R 语言程序设计（中文版）, 统计, 线性代数, 衍生产品, 应用数学, 统计建模, 统计分析, 数据建模, 普通数学
状态：免费试用Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
状态：新状态：免费试用您将获得的技能: Role-Based Access Control (RBAC), Cloud Management, Application Lifecycle Management, Capacity Management, Application Performance Management, Virtual Networking, API Gateway, Scalability, Large Language Modeling
状态：新状态：免费试用您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
状态：新状态：预览您将获得的技能: Salesforce, Data Mapping, Advanced Analytics, Data Integration
状态：免费试用Macquarie University
您将获得的技能: 创新, 仪表板, 预测建模, 商业分析, 时间序列分析和预测, 相关性分析, 数据驱动的决策制定, 预测, 商业道德, 统计, SAS（软件）, 数据分析, 分析技能, 趋势分析, 可持续商业, 柱状图, 商业智能
状态：免费试用Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Data Visualization, AI Enablement, Spreadsheet Software, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing
您将获得的技能: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis, Google Analytics
状态：预览您将获得的技能: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization
状态：免费试用Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
状态：预览您将获得的技能: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Data Storytelling, Dashboard, Data Visualization Software, Business Intelligence, Data Security, Data Integration, Data Transformation, Data Management, Data Modeling, Data Cleansing, Software Installation
总之，以下是 10 最受欢迎的 data cleaning 课程
- Mastering Python Logic and Data Structures: EDUCBA
- 数据科学高级线性模型 1：最小二乘法: Johns Hopkins University
- Linear Algebra for Data Science Using Python: Howard University
- Persistent Data, Monitoring & Cost Optimization in AKS: Packt
- Advanced Machine Learning, Big Data, and Deep Learning: Packt
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- 商业智能和数据分析：产生洞察力: Macquarie University
- ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
- Creating a Data Warehouse Through Joins and Unions: Google Cloud
- Data and Machine Learning for Technical Product Managers: Coursera
