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
University at Buffalo
您将获得的技能: 数据分析, 数据质量, 业务规划, 加工能力, 数据战略, 数据清理, 统计过程控制, 数据驱动决策, 统计分析, 商业分析, Minitab, 统计可视化, Matlab, 数据可视化软件, 数据故事, 数据分析软件, 数据展示, Tableau 软件, 过程分析
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Presentation, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Data Synthesis, Statistical Methods, Data Integration, Data-Driven Decision-Making
S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Analysis, Quantitative Research, Sampling (Statistics), Probability & Statistics, Data Literacy, Data Analysis Software, Descriptive Analytics, Business Analytics, Analytical Skills, Business Mathematics, Statistical Analysis, Statistics, Business Research, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing
American Psychological Association
您将获得的技能: Histogram, Data Analysis, Data Presentation, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistical Software, Statistics, Research, Psychology
Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Exploratory Data Analysis, Dashboard Creation, Plotly, Statistical Visualization, Statistical Analysis, Tree Maps, Plot (Graphics), Statistical Programming, Tableau Software, Matplotlib, Data Analysis, Statistical Methods, Data-Driven Decision-Making, Python Programming
University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 数据质量, 查询语言, 描述性统计, 分析, 分析技能, 应用编程接口 (API), 商业分析, 数据驱动决策, Python 编程, 探索性数据分析, 数据可视化软件, 数据处理, 数据故事, 数据操作, 摘录
University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Plot (Graphics), Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Software, Probability & Statistics, Statistical Inference, R Programming, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
University of Michigan
您将获得的技能: 数据分析, 数据可视化, 数据扫盲, 柱状图, 散点图, 统计可视化, Tidyverse（R 软件包）, R 程序设计, 统计分析, 公共行政, 绘图（图形）, 探索性数据分析, 趋势分析, 统计编程, 数据展示, 数据可视化软件, Ggplot2, 平面和视觉设计, R（软件）
您将获得的技能: Generative AI, Feature Engineering, Predictive Modeling, Anomaly Detection, Predictive Analytics, Prompt Engineering, Trend Analysis, Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Data Analysis, Text Mining, Unstructured Data, Data-Driven Decision-Making, Data Mining, Deep Learning, Data Transformation, Data Cleansing, Machine Learning, Data Visualization
您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Plot (Graphics), R (Software), Regression Analysis, Data Presentation, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Scatter Plots, Anomaly Detection, Descriptive Statistics, Analytical Skills, Correlation Analysis, Graphing
IBM
您将获得的技能: 数据分析, 数据转换, 数据可视化, 大数据, 数据科学, Apache Spark, 交互式数据可视化, 统计可视化, 数据清理, 数据仓库, 统计分析, Apache Hadoop, 数据整理, Microsoft Excel, 数据处理, 数据展示, 数据故事, Apache Hive, 数据导入/导出, 数据集市
MathWorks
您将获得的技能: 数据分析, 数据扫盲, 数据可视化, 数据科学, 数据整理, 数据清理, 统计可视化, 统计分析, 科学可视化, 交互式数据可视化, 统计方法, Matlab, 绘图（图形）, 数据导入/导出, 探索性数据分析, 数据可视化软件, 技术交流, 统计报告, 数据处理, 数据展示
总之，以下是 10 最受欢迎的 exploratory data analysis 课程
- 数据分析和可视化: University at Buffalo
- Advanced Data Analysis & Visualization with Copilot in Excel: Microsoft
- Data Analysis: S.P. Jain Institute of Management and Research
- How to Create and Explore a Data Set: American Psychological Association
- Data Visualisation: Birla Institute of Technology & Science, Pilani
- 商业探索性数据分析工具: University of Illinois Urbana-Champaign
- Exploratory Data Analysis: University of Leeds
- 利用 ggplot 对公共部门进行探索性数据分析: University of Michigan
- Advanced Data Analysis with Generative AI: Microsoft
- Apply Exploratory Data Analysis with R and ggplot2: EDUCBA
