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
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 Inference, Spreadsheet Software, Data-Driven Decision-Making, Box Plots, Probability Distribution, Histogram, Data Visualization Software, Variance Analysis
Vanderbilt University
您将获得的技能: SQL, Generative AI, Data Visualization, Interactive Data Visualization, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Large Language Modeling, Data Validation, Data Quality
Duke University
您将获得的技能: 模型评估, 分类算法, 数据分析, 商业分析, 预测建模, Microsoft Excel, 商业风险管理, 逻辑回归
MathWorks
您将获得的技能: 统计分析, 探索性数据分析, 数据可视化软件, 数据分析, 概率与统计, 数据清理, 技术交流, 描述性统计, 数据映射, 交互式数据可视化, 数据导入/导出, 数据可视化, Matlab, 数据操作, 脚本
Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis
您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making
您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Data Processing, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Programming Principles, Data Visualization, Descriptive Statistics, Mathematical Software, File I/O, Numerical Analysis, Software Installation, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
总之，以下是 10 最受欢迎的 data analysis 课程
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
- 掌握 Excel 中的数据分析: Duke University
- 用 MATLAB 进行探索性数据分析: MathWorks
- Data Analysis and Visualization with Python: Arizona State University
- Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
- GenAI for Financial Data Analysis: Coursera
- Advanced Data Analysis & Visualization with Copilot in Excel: Microsoft
- Applying Python for Data Analysis: Coursera
- Octave for Machine Learning: Data Analysis Mastery: EDUCBA
