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: Data Transformation, SPSS (Software), SPSS, Statistical Visualization, Statistical Analysis, Data Manipulation, Data Wrangling, Data Visualization Software, Data Processing, Data Analysis, Statistical Software, Data Import/Export, Descriptive Statistics, Data Analysis Software, Graphing
Johns Hopkins University
您将获得的技能: 数据分析, 统计分析, 制图, 探索性数据分析, Ggplot2, 统计可视化, 数据可视化, 统计方法, 无监督学习, R 程序设计, 降维, R（软件）, 数据可视化软件, 绘图（图形）
University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistical Programming, R (Software), Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Software, Probability & Statistics, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Wrangling
Wesleyan University
您将获得的技能: 数据分析, 统计分析, 概率与统计, 统计软件, 数据管理, 统计编程, 分析技能, 相关性分析, 统计推理, SAS（软件）, Data Management, 统计方法, 统计假设检验, 数据操作, 分析, 定量研究, 数据分析软件
University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms
University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics
Duke University
您将获得的技能: 数据分析, 数据扫盲, 数据驱动决策, 预测分析, 模型评估, Microsoft Excel, 预测建模, 商业分析, 财务预测, 商业风险管理, 分类算法, Excel 公式, Model Evaluation
Logical Operations
您将获得的技能: Data Presentation, Data Visualization, Microsoft Excel, Data Storytelling, Data Literacy, Data Visualization Software, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Science, Exploratory Data Analysis, Analysis, Productivity Software, Microsoft Office, Microsoft 365
IBM
您将获得的技能: 数据分析, 数据清理, 分析技能, 电子表格软件, Microsoft Excel, 仪表板, 透视表和图表, 数据可视化软件, 仪表板创建, 分析, IBM Cognos 分析系统, 数据分析软件
您将获得的技能: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis Software, Predictive Modeling, Statistical Software, Analytics, Statistical Modeling, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Statistical Reporting, Statistical Methods, Statistical Inference
MathWorks
您将获得的技能: 数据分析, 统计分析, 交互式数据可视化, 数据展示, 数据处理, 数据扫盲, 数据清理, 数据可视化, 探索性数据分析, 统计可视化, 数据导入/导出, Matlab, 技术交流, 统计方法, 数据科学, 数据可视化软件, 科学可视化, 数据整理, 绘图（图形）, 统计报告
Macquarie University
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Data Presentation, Probability Distribution, Descriptive Analytics, Data Visualization Software
总之，以下是 10 最受欢迎的 data analysis 课程
- Apply SPSS Fundamentals for Data Analysis: EDUCBA
- 探索性数据分析: Johns Hopkins University
- Statistics and Data Analysis with R: University of Colorado Boulder
- 数据分析工具: Wesleyan University
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
- 掌握 Excel 中的数据分析: Duke University
- Excel: Data Analysis and Visualization Fundamentals: Logical Operations
- 数据分析和可视化基础评估: IBM
- Data Analysis with Minitab: Analyze & Apply: EDUCBA
