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。

您将获得的技能: User Research, User Feedback, Project Scoping, Data Presentation, Analysis, Data Analysis, Mobile Banking, Data Collection
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Test Automation, Test Script Development, Test Data, Test Case, JSON, API Testing, Scenario Testing, Mockups
中级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 创新, 数据战略, 数据分析, 大数据, 网络模型, 商业分析, 商业估值, 会计, 资产管理, 商业智能, 竞争情报, 高级分析, 数字资产, 数据管理, 信息管理, 数据驱动的决策制定, 信息技术, 商业经济学
攻读学位
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Applied Machine Learning, Data Structures, Machine Learning Methods, Statistical Hypothesis Testing, Statistical Methods, Computer Vision, Algorithms, Statistical Inference, Probability Distribution, Medical Imaging
中级 · 课程 · 1-3 个月

您将获得的技能: Key Management, Encryption, Amazon CloudWatch, Amazon Web Services, AWS Identity and Access Management (IAM), Cloud Security, Event Monitoring, Continuous Monitoring, Security Information and Event Management (SIEM), Data Security, Advanced Encryption Standard (AES), System Monitoring, Amazon S3, Incident Response
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Computing Architecture, Data Import/Export, MySQL, AWS Identity and Access Management (IAM)
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Processing, Apache Hive, Data Integration, Apache Spark, PySpark, Serverless Computing, Apache Hadoop, Big Data, Data Migration, Data Transformation, Performance Tuning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Data Lakes, Data Pipelines, Data Processing, Systems Design, Dataflow, Tensorflow, Real Time Data, Data Architecture, Apache Spark, Big Data, Extract, Transform, Load, Data Warehousing, Model Deployment, Data Infrastructure, Data Security, Apache Hadoop, Quality Assurance, Data Management, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Maintainability
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Big Data, Generative AI, Customer Insights, Analytics, Predictive Modeling, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Forecasting
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Systems Design, Data Storage, Data Architecture, Data Warehousing, Data Migration, Data Analysis, Data Transformation, Data Management, Data Preprocessing, Automation, Data Security
高级设置 · 课程 · 1-3 个月

您将获得的技能: Anthropic Claude, Business Intelligence, Data Presentation, Data Visualization, Trend Analysis, Sales, Business Analytics, Sales Strategy, Data-Driven Decision-Making, Data Analysis, Business Strategy, Business Analysis, AI Enablement
中级 · 指导项目 · 不超过 2 小时