探索性数据分析课程
探索性数据分析课程可以帮助您学习数据可视化技术、统计摘要和数据清洗方法。您可以掌握识别模式、检测异常和解释结果的技能，为决策提供依据。许多课程都会介绍 Python、R 和 Tableau 等工具，这些工具有助于分析和展示数据见解，让您能够有效地交流研究结果并支持数据驱动战略。
热门探索性数据分析课程与认证
状态：免费试用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
状态：免费试用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
状态：免费试用CertNexus
您将获得的技能: 商业分析, 数据转换, 数据分析, 统计分析, 散点图, 数据可视化, 概率与统计, 数据预处理, 探索性数据分析, 分析技能, 描述性统计, 柱状图
状态：免费试用您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
状态：免费试用Microsoft
您将获得的技能: 数据驱动决策, Power BI, 统计分析, 数据分析, 散点图, 商业智能, 高级分析, 时间序列分析和预测, 地理空间信息与技术, 预测, 分析, 根源分析, 探索性数据分析, 数据可视化软件, 数据分析表达式 (DAX), 相关性分析, 趋势分析, 数据伦理
您将获得的技能: Model Evaluation, 深度学习, 数据转换, 预测建模, 统计分析, 降维, 时间序列分析和预测, 无监督学习, 数据预处理, 预测, 模型评估, Pandas（Python 软件包）, 统计方法, Jupyter, 应用机器学习
状态：免费试用您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
状态：免费试用您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
状态：免费试用您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation
状态：免费试用Johns Hopkins University
您将获得的技能: Data Management, 数据分析, 交流, 团队领导, 统计建模, 团队管理, 数据战略, 探索性数据分析, 数据展示, 分析技能, 数据管理, 统计推理, 工作流程管理, 统计报告
状态：免费试用IBM
您将获得的技能: Model Evaluation, 数据转换, 回归分析, 数据分析, 统计分析, 数据可视化, 预测分析, 预测建模, 数据预处理, 统计建模, 数据整理, 数据清理, 数据科学, 探索性数据分析, 数据操作, R 程序设计, 模型评估, 箱形图, 相关性分析
总之，以下是 10 最受欢迎的 exploratory data analysis 课程
- Statistics and Data Analysis with Excel: Intermediate: Macquarie University
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- 分析数据: CertNexus
- Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
- 用 Power BI 进行数据分析的 Visualization: Microsoft
- 专业模型：时间序列和生存分析: IBM
- AI Workflow: Data Analysis and Hypothesis Testing: IBM
- Seaborn Python Data Visualization & Analysis: EDUCBA
- Data Preparation and Analysis: Illinois Tech
- Microsoft Generative AI for Data Analysis: Microsoft
