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。

Johns Hopkins University
您将获得的技能: 空间数据分析, 机械, 积分微积分, 数学建模, 几何学, 数据分析, 数据整合, 物理学, 微积分, 概率, 应用数学, 衍生产品, 矢量数据库, 高等数学, 数学理论与分析, 工程计算, 数值分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Management, Data Loss Prevention, Data Security, Google Cloud Platform, Personally Identifiable Information, Big Data, Identity and Access Management
中级 · 项目 · 不超过 2 小时

Amazon Web Services
您将获得的技能: 数据驱动的决策制定, SQL, 数据处理, 数据架构, 非结构化数据, NoSQL, 商业分析, 大数据, 数据仓库, 数据管道, 数据分析, 数据转换, 关系数据库, 数据库, 亚马逊网络服务, 数据存储, 摘录
初级 · 课程 · 1-4 周
Knowledge Accelerators
您将获得的技能: 交互式数据可视化, 数据清理, 仪表板, Power BI, 数据建模, 微软团队, 商业分析, 数据可视化软件, 微软Excel, 微软动力平台, 数据分析, 管理报告, 数据转换, 微软 365, 数据导入/导出, 数据展示, 数据科学, 商业智能, 数据可视化, 微软办公软件
初级 · 课程 · 1-3 个月

您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Model Evaluation, Data Literacy, No-Code Development, Business Analytics, Data Science, Business Analysis, Model Deployment, Applied Machine Learning, Data Ethics, Data Capture, MLOps (Machine Learning Operations), Machine Learning, Data Analysis, Predictive Modeling, Data Visualization
初级 · 专项课程 · 1-3 个月

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Data Analysis, Data Literacy, No-Code Development, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Modeling, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration
中级 · 课程 · 1-4 周

您将获得的技能: Application Development, Event-Driven Programming, Application Design, User Interface (UI), Program Development, Development Environment, Data Integration
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Database Management Systems, Data Modeling, Database Design, Database Systems, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Storage Technologies, Data Management, Apache Hadoop, Apache Spark, Conceptual Design
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Supervised Learning, Model Evaluation
混合 · 课程 · 1-3 个月

您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Pandas (Python Package), NumPy
混合 · 课程 · 1-4 周