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: Integrated Development Environments, Computer Networking, Server Side, Real Time Data, Data Analysis Expressions (DAX), Application Development
Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
Duke University
您将获得的技能: 分类算法, 商业分析, 预测建模, 数据分析, 模型评估, Microsoft Excel, 逻辑回归, 商业风险管理
您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
Johns Hopkins University
您将获得的技能: 统计分析, 无监督学习, 数据可视化软件, 绘图（图形）, 降维, R 程序设计, Ggplot2, 统计可视化, 制图, 探索性数据分析, 数据分析
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
MathWorks
您将获得的技能: 概率与统计, 统计分析, 数据可视化软件, 描述性统计, 交互式数据可视化, 技术交流, 数据分析, 数据映射, 数据清理, 数据可视化, 数据导入/导出, 脚本, Matlab, 探索性数据分析, 数据操作
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
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: 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: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
总之，以下是 10 最受欢迎的 data analysis 课程
- Advanced Python for Data Analysis: Build & Optimize: EDUCBA
- Data Analysis for Business: Fundação Instituto de Administração
- 掌握 Excel 中的数据分析: Duke University
- Python Course for Data Analysis - Become Data Analyst: Packt
- Statistics and Data Analysis with Excel: Intermediate: Macquarie University
- 探索性数据分析: Johns Hopkins University
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- 用 MATLAB 进行探索性数据分析: MathWorks
- Data Analysis and Visualization with Python: Arizona State University
- GenAI for Financial Data Analysis: Coursera
