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。

您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Dashboard Creation, 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

您将获得的技能: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: 数据分析, 数据可视化, 同行评审, 统计建模, 统计推理, 统计资料, 统计软件, 抽样(统计), 统计假设检验, 探索性数据分析, R 程序设计, 概率与统计, 统计分析, 概率分布, 回归分析, 统计编程, 统计方法, 统计报告, 贝叶斯统计, R(软件)
初级 · 专项课程 · 3-6 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, Data Wrangling, Data Transformation, Quantitative Research, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Data Analysis
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Data Presentation, Trend Analysis, Data Literacy, Content Performance Analysis, Analysis, Data Analysis, Web Analytics, Data-Driven Decision-Making, Stakeholder Communications, Performance Metric, Data Management, Decision Making
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Analytical Skills, Brand Awareness, Research Design, Market Dynamics, Data Collection, Data Literacy, Data Analysis, ChatGPT, Data Analysis Software, Microsoft Excel, R Programming
中级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 数据分析, 逻辑回归, 描述性统计, 统计资料, 机器学习, 统计可视化, 统计假设检验, 统计分析, 分类与回归树 (CART), 绘图(图形), 统计方法, 探索性数据分析, 统计软件, 回归分析, 决策树学习, 数据展示, 统计机器学习, 数据故事, 相关性分析, 数据操作
初级 · 专项课程 · 3-6 个月

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Data Processing, Python Programming, Data Analysis Software
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Generative AI, Data Presentation, Data Ethics, Interactive Data Visualization, Data Visualization, Matplotlib, Prompt Engineering, Power BI, Exploratory Data Analysis, Microsoft Excel, Pandas (Python Package), Data Cleansing, Excel Formulas, Pivot Tables And Charts, Statistical Visualization, Data Visualization Software, Microsoft Copilot, Spreadsheet Software, Data Processing
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月