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
University of Pennsylvania
您将获得的技能: 数据预处理, 数据操作, 数据科学, 数据清理, 数据可视化软件, 数据导入/导出, Pandas（Python 软件包）, 探索性数据分析, 散点图, NumPy, Matplotlib, Python 编程, 透视表和图表, 数据分析, Jupyter, 数据可视化, 柱状图, 数据结构, 编程原则
您将获得的技能: Excel Macros, Data Validation, Scatter Plots, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Regression Analysis, Excel Formulas, Histogram, Data Analysis, Data Integrity, Descriptive Statistics, Data Visualization Software, Spreadsheet Software, Analytics, Statistical Analysis, Data Analysis Expressions (DAX), Statistical Methods, Descriptive Analytics, Automation
University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
LearnQuest
您将获得的技能: 查询语言, 数据处理, 数据清理, 定量研究, 数据收集, 探索性数据分析, 统计资料, R（软件）, 数据分析, 数据可视化软件, 描述性分析, 预测分析, 数据挖掘, 数据可视化, 分析, 电子表格软件, 统计分析
Tableau Learning Partner
您将获得的技能: 数据操作, 数据可视化软件, 数据预处理, 散点图, 回归分析, 探索性数据分析, 相关性分析, 描述性统计, 趋势分析, 数据分析, 商业分析, 预测分析, Tableau 软件, 柱状图, 箱形图, 统计分析, 分析
您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
University of Michigan
您将获得的技能: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Generative AI, ChatGPT, Data Visualization Software, Jupyter, Statistical Analysis, Artificial Intelligence, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System), Integrated Development Environments
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Python Programming
您将获得的技能: 及时工程, 数据驱动决策, ChatGPT, 产品知识, 探索性数据分析, 生成式人工智能, 电子商务, 趋势分析, 数据分析, OpenAI 应用程序接口, Python 编程, 销售策略, OpenAI
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Data Integration, Statistics, Python Programming
您将获得的技能: Data Visualization, SPSS (Software), Statistical Analysis, Data Transformation, Data Manipulation, Data Analysis, Technical Support, Statistical Software, Data Import/Export
总之，以下是 10 最受欢迎的 data analysis 课程
- 使用 Python 进行数据分析: University of Pennsylvania
- Advanced Excel Analytics, Automation & Data Analysis: EDUCBA
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- 数据分析基础: LearnQuest
- 使用 Tableau 进行数据分析: Tableau Learning Partner
- Perform exploratory data analysis on retail data with Python: Coursera
- AI-Powered Data Analysis: A Practical Introduction: University of Michigan
- Data Analysis Using Pyspark: Coursera
- Mastering Data Analysis with Pandas: Coursera
- 使用 OpenAI API 进行数据分析：使用 GenAI 节省时间: Coursera
