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American Psychological Association
您将获得的技能: Qualitative Research, Case Studies, Interviewing Skills, Research Methodologies, Research, Data Collection, Culture, Psychology
状态：免费试用Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Box Plots, Statistical Methods, Probability Distribution, Statistical Visualization, Data Visualization, Probability, Statistics, Excel Formulas, Plot (Graphics), Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Mathematical Theory & Analysis, Algebra, Bayesian Statistics, Arithmetic, Case Studies
您将获得的技能: Exploratory Data Analysis, Spatial Data Analysis, Tree Maps, Plot (Graphics), Plotly, Data Analysis, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Quantitative Research, Pandas (Python Package)
Coursera
您将获得的技能: 生成式人工智能, 数据分析, OpenAI, 数据操作, 数据可视化软件, 及时工程, 人工智能, Prompt Engineering, Python 编程, OpenAI 应用程序接口, 生成式人工智能代理
状态：免费试用École Polytechnique Fédérale de Lausanne
您将获得的技能: 性能调整, 数据导入/导出, 数据处理, Apache Hadoop, 大数据, 查询语言, 数据操作, 数据持久性, 分布式计算, Apache Spark, Scala 编程, 数据转换
状态：预览您将获得的技能: Data Analysis Expressions (DAX), Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Processing, Data Presentation, Data Transformation, Data Analysis, Data Visualization, Data Integration, Statistical Analysis
状态：新状态：免费试用Logical Operations
您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Business Intelligence, Data Analysis, Data Analysis Software, Data Presentation, Microsoft Office, Microsoft 365, Data-Driven Decision-Making, Data Visualization, Trend Analysis, Productivity Software
状态：新状态：免费试用您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Analytical Skills, Brand Awareness, Research Design, Market Dynamics, Data Collection, Data Literacy, Data Analysis, ChatGPT, Data Analysis Software, Microsoft Excel, R Programming
状态：新状态：免费试用您将获得的技能: Microsoft Excel, Excel Formulas, Data Entry, Microsoft Office, Spreadsheet Software, Productivity Software, Data Manipulation, Data Literacy, Decision Making, Data Presentation, Debugging
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, 数据处理, 数据质量, 数据操作, 描述性统计, 数据分析, 数据故事, 查询语言, 数据驱动决策, 数据可视化软件, 探索性数据分析, 应用编程接口 (API), 分析, 摘录, 分析技能, Python 编程
状态：免费试用Vanderbilt University
您将获得的技能: SQL, Generative AI, AI literacy, Data Visualization, Interactive Data Visualization, Query Languages, Prompt Patterns, Data Literacy, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Context Engineering, Data Validation, Context Management, Code Reusability
状态：免费试用您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Presentation, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Data Synthesis, Statistical Methods, Data Integration, Data-Driven Decision-Making
总之，以下是 10 最受欢迎的 data analysis 课程
- Observational Methods and Qualitative Data Analysis: American Psychological Association
- Data Analysis for Managerial Decision-Making: Rice University
- Exploratory vs Confirmatory data analysis using Python: Coursera
- 用于数据分析的 GenAI：OpenAI 助手 API: Coursera
- 使用 Scala 和 Spark 进行大数据分析: École Polytechnique Fédérale de Lausanne
- Excel Data Analysis and DAX Essentials Course: Simplilearn
- Microsoft Excel: Data Analysis with PivotTables: Logical Operations
- Market Research Methods and Data Analysis Certificate: Coursera
- Apply Microsoft Excel Fundamentals for Data Analysis: EDUCBA
- 商业探索性数据分析工具: University of Illinois Urbana-Champaign
