初级数据分析课程可以帮助您学习数据收集技巧、基本统计概念、数据可视化和结果解释。您可以培养使用电子表格进行数据处理、创建图表进行 Visual 化呈现以及应用描述性统计来总结研究结果的技能。许多课程都会介绍 Excel、Google Sheets 等工具和 Tableau 等数据可视化软件,向您展示如何有效地分析和展示数据以支持决策。

LearnQuest
您将获得的技能: Relational Databases, SQL, Databases, Data Access, Data Manipulation, Database Development, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Relational Databases, Power BI, Microsoft Azure, Database Management, NoSQL, Dashboard, Cloud Deployment, Dashboard Creation, Data Integration, Data Visualization, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Cloud Storage, Extract, Transform, Load, Data Processing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据建模, 负责任的人工智能, 生成式人工智能, 查询语言, 数据转换, 数据管道
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Relational Databases, Data Visualization, Data Store, Web Scraping, Database Management, Scatter Plots, Data Manipulation, SQL, JSON, Application Programming Interface (API), Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 数据整合, 数据仓库, PostgreSQL, 商业智能, 数据架构, 数据建模, 查询语言, 商业智能软件, 数据可视化软件, 摘录, 仪表板创建, Data Management, 案例研究, 星形模式, 数据转换, 微策略, 数据管理, 分析技能
混合 · 课程 · 1-3 个月

您将获得的技能: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL
中级 · 专项课程 · 3-6 个月
您将获得的技能: Dashboard Creation, Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Data Storage, Cloud Engineering, Data Store, Data Architecture, Performance Tuning, Query Languages, Database Design, SQL, NoSQL, Data Processing, Cloud Solutions, Process Optimization, Data Modeling, System Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management
中级 · 课程 · 1-3 个月

您将获得的技能: Database Design, MySQL Workbench, Database Development, MySQL, Relational Databases, Databases, SQL, Database Management, Query Languages, Data Manipulation, Data Migration
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: SQL, Query Languages, Data Access, Database Software, Database Design, Relational Databases, Problem Solving
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MySQL, SQL, MySQL Workbench, Query Languages, Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

Pragmatic AI Labs
您将获得的技能: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy
初级 · 专项课程 · 3-6 个月