数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具,展示这些技能如何简化分析和可视化的数据准备工作。

Coursera
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
初级 · 指导项目 · 不超过 2 小时

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Data Visualization, Tableau Software, Spatial Analysis, Visualization (Computer Graphics), Statistical Visualization, Network Model, Dashboard, Matplotlib, Infographics, Heat Maps, Seaborn, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Extract, Transform, Load, Data Integration, SQL Server Integration Services (SSIS), Data Cleansing, Data Pipelines, Data Quality, Data Migration, Database Management, Data Transformation, File Management, Data Manipulation, Data Processing, Metadata Management, JSON, Extensible Markup Language (XML), Debugging
中级 · 课程 · 1-4 周
University of Leeds
您将获得的技能: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Public Cloud, Big Data, Data Infrastructure, Apache Hadoop, Apache Spark, Data Architecture, Cloud Platforms, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, Data Storage Technologies, NoSQL, File Systems, Data Storage, Software Architecture
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Google Cloud Platform, Real Time Data, Data Lakes, Dataflow, Extract, Transform, Load, Data Warehousing, Data Preprocessing, Tensorflow, Data Pipelines, Big Data, Data Governance, Data Migration, Feature Engineering, Data Quality, Data Architecture, Dashboard, Data Processing, Apache Spark, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

Starweaver
您将获得的技能: Medical Privacy, Health Informatics, Health Information Management, Data Governance, Health Care, Health Technology, Data Quality, Medical Records, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Policy, Interoperability, Data Ethics, Data Sharing, Telehealth, Regulatory Compliance, Data Security, Responsible AI, General Data Protection Regulation (GDPR), Health Equity, Ethical Standards And Conduct
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: IBM Cognos 分析, 数据清理, 探索性数据分析, 电子表格软件, 仪表板, 数据分析, 数据展示, 数据可视化软件, 透视表和图表, 微软Excel, 分析技能, 数据可视化
初级 · 课程 · 1-4 周

您将获得的技能: Microsoft Copilot, Data Quality, Anomaly Detection, Generative Adversarial Networks (GANs), Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Preprocessing, Data Synthesis, Data Validation, Responsible AI, Natural Language Processing
初级 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Performance marketing, Marketing Strategy and Techniques, Marketing Management, Marketing Operations, Data-Driven Decision-Making, Marketing, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Analytics
初级 · 专项课程 · 3-6 个月