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：免费试用您将获得的技能: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Database Management, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Query Languages, Machine Learning
状态：免费试用您将获得的技能: Retrieval-Augmented Generation, Generative AI, LLM Application, Snowflake Schema, Prompt Engineering, Embeddings, Natural Language Processing, Unstructured Data, Data Pipelines, User Interface (UI), Semantic Web, Data Processing, SQL
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Model Deployment, Real Time Data, Data Governance, Apache Kafka, Data Warehousing, Extract, Transform, Load, Tensorflow, MLOps (Machine Learning Operations), Data Infrastructure, Data Architecture, Big Data, Apache Spark, Unstructured Data, Data Processing, Systems Design, Data Management
状态：免费University of Copenhagen
您将获得的技能: 个人身份信息, 数字扫盲, 大数据, 法律, 信息隐私, 数据安全, 数据驱动的决策制定, Algorithm, 新闻学, 数据扫盲, 人工智能和机器学习（AI/ML）, 数据收集, 数据伦理, 数据共享
您将获得的技能: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Data Import/Export, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, Cloud Storage, Data Storage, Apache Spark, Real Time Data, Serverless Computing
您将获得的技能: Data Pipelines, Dataflow, Extract, Transform, Load, Data Lakes, Data Warehousing, Google Cloud Platform, Apache Spark, Apache Hadoop, Big Data, Data Processing, Business Intelligence Software, Cloud Storage, Data Quality, Data Transformation
您将获得的技能: Microsoft Azure, Internet Of Things, Real Time Data, Data Storage, Query Languages, Peripheral Devices
状态：免费试用您将获得的技能: Dataflow, Data Pipelines, Extract, Transform, Load, Data Transformation, Apache Airflow, Apache Spark, Workflow Management, Data Warehousing, Data Processing, PySpark, Google Cloud Platform, Data Lakes, Serverless Computing, Data Quality, System Monitoring, Operational Excellence
状态：新状态：免费试用您将获得的技能: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Programming Principles, Databases, Game Design, Development Environment, Data Science, Web Applications, Animation and Game Design, Application Frameworks, Scripting, Scripting Languages, Software Design Patterns, Functional Design, Data Validation
状态：免费试用您将获得的技能: Digital Transformation, Data Warehousing, Google Cloud Platform, Data Governance, Looker (Software), Data Transformation, Data Management, Cloud Storage, Big Data, Real Time Data, Data Migration, Business Intelligence, Data-Driven Decision-Making, Data Pipelines
Alfaisal University | KLD
您将获得的技能: Data Presentation, Data Storytelling, Data Visualization, Storytelling, Data Visualization Software, Graphing, Data Literacy, Presentations, Business Reporting
状态：预览您将获得的技能: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis
总之，以下是 10 最受欢迎的 data cleaning 课程
- Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
- Building Generative AI Apps to Talk to Your Data: Snowflake
- Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
- 数据素养--它是什么，为什么重要？: University of Copenhagen
- Introduction to Data Engineering on Google Cloud - 한국어: Google Cloud
- Building Batch Data Pipelines on Google Cloud - 한국어: Google Cloud
- Processing IoT Hub data streams with Azure Stream Analytics: Coursera
- Building Batch Data Pipelines on GCP em Português Brasileiro: Google Cloud
- Python - Complete Python, Django, Data Science and ML Guide: Packt
- Exploring Data Transformation with Google Cloud - Português Brasileiro: Google Cloud
