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: Microsoft SQL Servers, Relational Databases, Database Design, SQL, Database Systems, Database Management, Query Languages, Databases, Database Architecture and Administration, Data Integrity, Servers, System Configuration, Software Installation, Data Manipulation
您将获得的技能: Relational Databases, Database Design, Databases, PostgreSQL, SQL, Database Management, Query Languages, Data Manipulation
您将获得的技能: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Integration, Advanced Analytics, Debugging, Statistical Programming, SQL, Statistical Methods, Report Writing, Data Manipulation, Data Analysis, Model Evaluation, Statistical Reporting, Data Access, Microsoft Excel, Analysis, Finance
Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
École Polytechnique Fédérale de Lausanne
您将获得的技能: 大数据, 数据分析, 数据持久性, 查询语言, 数据处理, Scala 编程, 编程原则, 分布式计算, 数据操作, Apache Spark, 性能调整
您将获得的技能: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
Alibaba Cloud Academy
您将获得的技能: 数据库管理, 商业智能, 大数据, Apache Hadoop, Pandas（Python 软件包）, 仪表板, 数据处理, 查询语言, Apache Hive, PySpark, Apache Spark, 数据整合, 数据操作, 数据可视化软件, 云存储, 数据管道, 摘录
您将获得的技能: NoSQL, Data Warehousing, Database Administration, SQL, Apache Hadoop, Database Design, Relational Databases, Data Security, Linux Commands, Data Migration, Data Pipelines, Data Governance, Database Management, Apache Kafka, Apache Airflow, Apache Spark, Bash (Scripting Language), Extract, Transform, Load, Database Architecture and Administration, Data Architecture
您将获得的技能: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Databases, Database Management Systems, Case Studies, Pivot Tables And Charts, Data Integration, Data Analysis, Performance Tuning, Business Intelligence, Analytics, Data Structures, Data Transformation
您将获得的技能: Vector Databases, AI Personalization, Hugging Face, MongoDB, Embeddings, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Artificial Intelligence, Apache Cassandra, Text Mining, Machine Learning, Data Science
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
总之，以下是 10 最受欢迎的 data analysis 课程
- Apply SQL Server Fundamentals for Relational Databases: EDUCBA
- Analyze Employee Data with PostgreSQL SQL Projects: EDUCBA
- Advanced SAS Programming, Macros & Reporting: EDUCBA
- Applied Data Analytics: Edureka
- 使用 Scala 和 Spark 进行大数据分析（Scala 2 版本）: École Polytechnique Fédérale de Lausanne
- SQL in Action: Querying, Aggregating, and Joining Data: Coursera
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- 大数据分析深度挖掘: Alibaba Cloud Academy
- IBM Data Architecture: IBM
- Oracle SQL 21c: Database Design & Query Mastery: EDUCBA
