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 Sheets, Data Visualization, Spreadsheet Software, Data Presentation, Data Analysis, Data Visualization Software, Business Analytics, Productivity Software, Business Analysis, Data Manipulation, Descriptive Statistics, Analysis, Statistics, Excel Formulas, Data Cleansing, Mathematical Software
状态：新状态：免费试用您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
状态：新状态：免费试用Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
状态：免费试用University of California, Davis
您将获得的技能: 交互式数据可视化, 热图, 数据可视化软件, 数据分析, Tableau 软件, 探索性数据分析, 数据叙事, 预测分析, 高级分析, 数据映射, 制图, 数据可视化, 地理空间制图, 预测, 散点图, 柱状图, 透视表和图表
您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
状态：免费试用IBM
您将获得的技能: 负责任的人工智能, 自然语言处理, 机器人, 风险缓解, 生成式人工智能, 业务逻辑
状态：新状态：免费试用您将获得的技能: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication
状态：免费试用DeepLearning.AI
您将获得的技能: PyTorch（机器学习库）, 数据预处理, 张力流, 文本挖掘, 马尔可夫模型, 统计机器学习, 降维, 深度学习, 自然语言处理, 递归神经网络 (RNN), Keras（神经网络库）, 功能工程, 人工神经网络, Algorithm, 应用机器学习, 监督学习, 分类算法, 嵌入, Machine Learning 方法, 迁移学习
状态：新状态：免费试用您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Feature Engineering, AI Personalization, Statistical Methods, Linear Algebra
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据导入/导出, 数据分析, 社交网络分析, 预测分析, Matplotlib, 分析, 无监督学习, 网络分析, Pandas（Python 软件包）, 图论, Algorithm
状态：免费试用您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation
与 data cleaning 相关的搜索
总之，以下是 10 最受欢迎的 data cleaning 课程
- Introduction to Business Analysis Using Spreadsheets: Basics: Coursera
- Optimize AI: Build Reusable Model Pipelines: Coursera
- Google Analytics for SEO Queries: Coursera
- 使用 Tableau 进行可视化分析: University of California, Davis
- Create Interactive Dashboards with Streamlit and Python: Coursera
- 人工智能 (AI) 概论: IBM
- Evaluate AI Risks: Adopt Smart Predictions: Coursera
- 自然语言处理: DeepLearning.AI
- Build AI Agents with Practical App Design: LearnQuest
- Introduction to Machine Learning: Unsupervised Learning: University of Colorado Boulder
