数据质量课程可以帮助您学习数据 Validation 技术、数据清理方法以及数据管理中准确性的重要性。您可以掌握识别数据异常、实施质量控制流程和确保符合数据标准的技能。许多课程会介绍用于数据操作的 SQL、用于自动化的 Python 和数据可视化软件等工具,以便有效地分析和展示 Cleaning 数据。

您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Development Testing, Algorithms, Program Development, Software Testing, Java, Computer Programming, Software Development, Debugging, Scalability
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
初级 · 课程 · 1-4 周

您将获得的技能: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Data Transformation, Apache Hive, Big Data, Data Warehousing, Strategic Decision-Making, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据科学, 数据驱动的决策制定, 机器学习, 统计推理, 数据管理, 数据分析, 项目设计, 性能指标, 软件工程
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据建模, 数据科学, 数据扫盲, 关系数据库, 数据库设计, 数据操作, 数据库, SQL, 数据转换, 数据质量, 数据管理, Data Governance, 数据分析, Query 语言
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 可视化(计算机制图), 模型评估, 交互式数据可视化, Python 程序设计, 社交网络分析, 图论, 数据操作, 监督学习, 自然语言处理, Matplotlib, 数据可视化软件, 功能工程, 应用机器学习, 网络分析, Pandas(Python 软件包), 数据可视化, 文本挖掘, NumPy, 科学可视化, 数据预处理
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Data Literacy, Data Visualization, Data Presentation, Tableau Software, Presentations, Data Visualization Software, Dashboard, Data Analysis, Web Content Accessibility Guidelines, Stakeholder Engagement
初级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Interactive Data Visualization, Data Visualization, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Storytelling, Predictive Modeling, Forecasting, Data Transformation, Descriptive Analytics, Data Modeling, Data Quality, Risk Analysis, Model Evaluation
初级 · 课程 · 1-4 周

Maven Analytics
您将获得的技能: Prompt Engineering, Generative AI, ChatGPT, Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI Enablement, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Data Literacy, Query Languages, Business Intelligence, Data Science, Debugging
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 数据科学, Python 程序设计, 数据转换, 统计分析, 数据操作, 数据导入/导出, 数据预处理, 数据分析, 编程原则, Pandas(Python 软件包), NumPy, 透视表和图表, 数据清理
中级 · 课程 · 1-4 周

您将获得的技能: LinkedIn, Data Analysis, Data Processing, Spreadsheet Software, Case Studies, Google Analytics, Google Sheets, Analysis, Analytical Skills, Interviewing Skills, AI Enablement, Data Storytelling, Data Visualization Software, Business Analytics, Artificial Intelligence, Data-Driven Decision-Making, Portfolio Management, Data Cleansing, Data Visualization, Presentations
初级 · 课程 · 1-4 周