面向初学者的数据分析课程
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。
热门初级数据分析课程和认证
您将获得的技能: Extract, Transform, Load, SQL, Data Transformation, Data Pipelines, Stored Procedure, Query Languages, Data Manipulation, Performance Tuning, Scripting, Database Management
IBM
您将获得的技能: 数据库管理, 数据架构, 数据库, 数据存储技术, 查询语言, 存储过程, Python 编程, 网络抓取, 大数据, 数据导入/导出, 数据存储, 数据管道, 单元测试, 关系数据库, 数据库设计, IBM DB2, SQL 服务器集成服务（SSIS）, 编程原则, PostgreSQL, 摘录
您将获得的技能: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing
Coursera
您将获得的技能: SQL, Query Languages, Stored Procedure, Generative AI, AI Enablement, Maintainability
Universitat Politècnica de València
您将获得的技能: SQL, Data Integrity, Database Management, Relational Databases, Database Systems, Databases, Query Languages, Database Design, Web Applications, Application Security, Server Side, Data Manipulation
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
University of California, Davis
您将获得的技能: 同行评审, 统计分析, 数据分析, 演讲, 探索性数据分析, 数据库设计, JSON, 数据故事, 数据可视化, 描述性统计, 查询语言, 数据管理, Apache Spark, 数据建模, 分布式计算, 数据管道, 数据质量, 数据湖, 性能指标, 解决复杂问题, Data Governance
您将获得的技能: Data Modeling, Data Transformation, Data Engineering, Dashboard, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Business Intelligence, Data Infrastructure, Data Analysis, Cloud Computing Architecture, Data Pipelines, Scalability, Cloud Infrastructure, SQL
Snowflake
您将获得的技能: Data Engineering, Data Pipelines, Database Management, Data Manipulation, Databases, Data Transformation, Extract, Transform, Load, Data Warehousing, Change Control, DevOps, Cloud Development, SQL, Data Integration, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Software Development Tools, Stored Procedure, Data Analysis
IBM
您将获得的技能: 数据库, GitHub, 数据扫盲, 模型部署, 云计算, 数据预处理, 查询语言, 大数据, Python 编程, R 程序设计, 数据挖掘, 数据建模, 计算机编程工具, 数据科学, Jupyter, 存储过程, 数据可视化软件, 关系数据库, 数据分析软件
Corporate Finance Institute
您将获得的技能: Data Analysis Expressions (DAX), Snowflake Schema, Power BI, Financial Statements, Business Intelligence, Financial Reporting, Cash Flows, Microsoft Excel, Financial Data, Data Modeling, Balance Sheet, Income Statement, SQL
您将获得的技能: Dashboard, Data Warehousing, Data Storytelling, SQL, Data Visualization, Database Design, Data Security, Data Migration, Data Governance, Descriptive Statistics, IBM DB2, Cloud Storage, Extract, Transform, Load, Data Management, Relational Databases, Excel Formulas, Databases, Data Architecture, Exploratory Data Analysis, Business Intelligence
总之，以下是 10 最受欢迎的 data analysis 课程
- Optimize SQL: Build Fast Data Pipelines: Coursera
- 数据工程基础: IBM
- Coding and Automation for Data Analysis with Generative AI: Microsoft
- Mastering Advanced SQL Queries: Coursera
- Introduction to SQL and relational databases: Universitat Politècnica de València
- Data Analysis with SQL: Inform a Business Decision: Coursera
- 学习数据科学的 SQL 基础知识: University of California, Davis
- Fundamentals of Analytics Engineering: Packt
- Snowflake Data Engineering: Snowflake
- 数据科学入门: IBM
