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。

Duke University
您将获得的技能: 数据分析, 概率分布, 抽样(统计), 统计推理, R 语言程序设计(中文版), 描述性统计, 统计分析, 贝叶斯统计, 概率, 统计, 探索性数据分析, R(软件)
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, AI Product Strategy, Data Analysis, Responsible AI, Data Processing, Power BI, Exploratory Data Analysis, Anomaly Detection
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Copilot, Natural Language Processing, Data Storytelling, Technical Communication, Data Visualization, Data-Driven Decision-Making, Interactive Data Visualization, Generative AI, Data Visualization Software, Data Analysis, Strategic Communication, Communication, Big Data, Responsible AI, Artificial Intelligence, Presentations, Advanced Analytics
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: 数据可视化软件, SQL, 数据分析, 统计分析, 数据收集, 定量研究, 描述性分析, 电子表格软件, 预测分析, 统计, 数据可视化, 数据挖掘, 探索性数据分析, 数据清理, Query 语言, 分析, 数据处理, R(软件)
初级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Presentation, Data Storytelling, Data Visualization Software, Microsoft Copilot, Statistical Analysis, Data Analysis, Statistical Methods, Data Integration, Data-Driven Decision-Making
初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Machine Learning, R Programming, Data Science, Statistical Modeling, Data Validation, Data Manipulation, Exploratory Data Analysis, R (Software), Data Mining, Statistical Programming, Predictive Modeling
攻读学位
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
初级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 数据可视化软件, 统计方法, 商业分析, 数据分析, Tableau 软件, 描述性统计, 散点图, 箱形图, 趋势分析, 统计分析, 数据操作, 预测分析, 回归分析, 柱状图, 数据清理, 数据处理, 探索性数据分析, 数据可视化, 分析
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: 数据驱动的决策制定, 商业分析, 数据分析, 商业风险管理, 预测建模, 预测分析, 微软Excel
初级 · 课程 · 1-3 个月

Packt
中级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistical Hypothesis Testing, Statistics, Social Sciences
初级 · 专项课程 · 3-6 个月