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。

Coursera
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Data Integration
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

American Psychological Association
您将获得的技能: Histogram, Data Analysis, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistical Software, Statistics, Data Management, Research, Psychology
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据驱动决策, 数据展示, Tableau 软件, 商业分析, 关键绩效指标 (KPI), Matlab, 数据故事, 统计分析, 业务流程, Minitab, 数据质量, 数据可视化软件, 过程分析, 数据分析, 统计过程控制, 数据清理
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 探索性数据分析, 散点图, 数据可视化, Pandas(Python 软件包), 数据科学, 数据预处理, Matplotlib, 数据操作, 数据可视化软件, 透视表和图表, 编程原则, 数据分析, Python 编程, NumPy, 柱状图, 数据结构, 数据导入/导出, Jupyter, 数据清理
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Dashboard, Data Visualization, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Storytelling, Business Analytics, Data Visualization Software, Data Analysis, Trend Analysis, Forecasting, Data Cleansing, Data Preprocessing, Analytics, Data Manipulation, R (Software), Data-Driven Decision-Making, R Programming, Time Series Analysis and Forecasting
初级 · 专项课程 · 3-6 个月

S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Usability Testing, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
初级 · 专项课程 · 3-6 个月

SkillsBooster Academy
您将获得的技能: Microsoft Copilot, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Storytelling, Data Visualization Software, Dashboard, Data Cleansing, Data-Driven Decision-Making, Business Intelligence, Microsoft Excel, AI Workflows, Microsoft PowerPoint, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Excel Formulas, Data Architecture, Excel Macros, Generative AI, Microsoft Windows
初级 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Knitr, Model Evaluation, Data Wrangling, Tidyverse (R Package), Predictive Analytics, Data Analysis, Data Cleansing, Statistical Reporting, R Programming, Data Manipulation, Data Integration, Data Transformation, Statistical Modeling, Extract, Transform, Load, Data Pipelines, Performance Analysis, Performance Metric, Automation
初级 · 课程 · 1-4 周

初级 · 课程 · 1-4 周