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
状态：免费试用University of California San Diego
您将获得的技能: Encryption, 加密, 数据伦理, 监督学习, 加密技术, 数据安全, 大数据, 机器学习, 信息隐私, 人工神经网络, 网络安全, 网络服务器, 计算机科学, 数字教学法, 人工智能个性化, 机器学习方法
您将获得的技能: MySQL, MySQL Workbench, SQL, Database Software, Data Manipulation, Query Languages, Data Access
状态：新状态：免费试用您将获得的技能: Splunk, Dashboard Creation, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Data Analysis, Statistical Analysis, Data Manipulation, Interactive Data Visualization, Scatter Plots, Data Presentation, Time Series Analysis and Forecasting, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
状态：新状态：免费试用您将获得的技能: Dashboard Creation, Dashboard, Splunk, Data Analysis, Analytical Skills, Exploratory Data Analysis, Data Presentation, Data Visualization, Software Installation, Query Languages, Data Transformation
状态：新状态：免费试用您将获得的技能: Object Oriented Programming (OOP), Matplotlib, Data Visualization, Plot (Graphics), Seaborn, File I/O, NumPy, Python Programming, Pandas (Python Package), Data Analysis, Program Development, Data Import/Export, JSON, Package and Software Management, Data Manipulation
状态：免费试用您将获得的技能: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment
状态：新状态：免费试用Logical Operations
您将获得的技能: Excel Macros, Microsoft Excel, Excel Formulas, Data Transformation, Data Import/Export, File I/O, Data Wrangling, Extensible Markup Language (XML), Data Manipulation, Data Cleansing, Spreadsheet Software, File Management, Automation, Microsoft Office, Microsoft 365, Data Science, Query Languages, Debugging, Performance Improvement, Computer Programming
状态：新状态：预览您将获得的技能: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Data Analysis, Query Languages, Databases, Relational Databases, Database Management, Data Manipulation, Apache, Metadata Management
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Apache Hadoop, Apache Kafka, Apache Spark, NoSQL, 数据库, 深度学习, 大数据, 机器学习, 分析, 分布式计算, 数据处理, Apache Mahout, 可扩展性, 应用机器学习, 云计算, 实时数据, 数据存储, 统计机器学习, 机器学习方法
状态：免费试用University of Pennsylvania
您将获得的技能: 投资回报, 财务数据, 财务报告, Microsoft Excel, 财务, 财务敏锐性, 回归分析, 预测建模, 财务会计, 财务报表分析, 电子表格软件, 财务建模, 企业财务, 业务建模, 财务报表, 统计建模, 收益表, 数学建模, 资本预算编制, 财务预测
状态：新状态：免费试用您将获得的技能: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Data Processing, Data Manipulation
状态：新Google
您将获得的技能: Vibe coding, Prompt Patterns, AI powered creativity, Brainstorming, Planning, AI literacy, Visual Storytelling, Responsible AI, Prompt Engineering Tools, Generative AI, Data Wrangling, Data Analysis, Content Creation, Artificial Intelligence, Presentations, Business Communication, Data Visualization, Research, Project Management, Machine Learning
总之，以下是 10 最受欢迎的 data analysis 课程
- 技术对教学的影响：数据收集、使用和隐私: University of California San Diego
- Sort and Filter Data in SQL using MySQL Workbench: Coursera
- Analyze and Visualize Data Using Splunk Statistics: EDUCBA
- Learn to Analyze Data with Splunk Fundamentals: EDUCBA
- Python Programming And Libraries for Data Science: Packt
- Game Development, Data Science, and Machine Learning: Packt
- Excel VBA Macros: Forms, Files, and Data Handling: Logical Operations
- Analyze Big Data Using Apache Impala SQL: EDUCBA
- 云计算应用，第 2 部分：云中的大数据和应用: University of Illinois Urbana-Champaign
- 金融与分析师定量建模: University of Pennsylvania
