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。

University of Michigan
您将获得的技能: 散点图, 数据分析, 数据可视化软件, 数据可视化, 绘图(图形), 数据展示, Ggplot2, 平面和视觉设计, 探索性数据分析, 柱状图, 趋势分析, 公共行政, R 程序设计, 政策分析, 统计可视化, Tidyverse(R 软件包), R(软件)
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 数据分析, 逻辑回归, 数据可视化, 描述性统计, 数据展示, 数据操作, 模型评估, 统计软件, 回归分析, 数据故事, 统计资料, 相关性分析, 探索性数据分析, 统计分析, Data Management, 数据管理, 统计假设检验, 统计方法, 决策树学习, 机器学习, 分类与回归树 (CART), Model Evaluation
初级 · 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, Interactive Data Visualization, Verbal Communication Skills, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

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, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistics, User Research, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Machine Learning Methods, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Machine Learning, Feature Engineering
中级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Data Analysis, Descriptive Statistics, Box Plots, Statistics, Statistical Analysis, Probability & Statistics, Data Visualization Software, Exploratory Data Analysis, Histogram, R Programming, Scatter Plots, Data-Driven Decision-Making, Microsoft Excel
初级 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Statistical Methods, Advanced Analytics, Statistical Analysis, Correlation Analysis, Data Analysis, Report Writing, Probability & Statistics, Analytical Skills, Data-Driven Decision-Making, Health Information Management and Medical Records, Business Process Automation
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Business Intelligence, Interactive Data Visualization, Business Analytics, Data Storytelling, Data Visualization Software, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Data Architecture
初级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据分析, 数据可视化软件, 数据操作, 数据导入/导出, Looker (软件), 数据展示, 数据共享, 仪表板
初级 · 课程 · 1-3 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, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Tableau Software, Dashboard, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Storytelling, Business Analytics, Data Analysis, Data Visualization Software, Trend Analysis, Data Integration, Regional Sales, Market Analysis, Heat Maps, Data Sharing, Performance Analysis
初级 · 课程 · 1-4 周