数据课程
数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具，这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。
热门数据课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: 可视化（计算机制图）, 以用户为中心的设计, 以人为本的设计, 交互式数据可视化, 设计元素和原则, 可用性测试, 数据展示, 用户研究, 数据可视化软件, 定量研究, 用户体验设计, 可用性
状态：免费试用您将获得的技能: Data Validation, Spreadsheet Software, Data Analysis, Analytics, Data Manipulation, Excel Formulas, Data Compilation, Pivot Tables And Charts, SQL, Data Integration, Data Transformation, User Feedback
状态：免费试用Queen Mary University of London
您将获得的技能: 探索性数据分析, 市场调查, 相关性分析, 概率与统计, 营销分析, 统计方法, 数字化营销, 数据预处理, 分析, 数据分析, 数据质量, 统计分析, 定量研究, 逻辑回归, 投资回报, 回归分析
状态：免费试用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
状态：免费试用University of California San Diego
您将获得的技能: Python 程序设计, 数据清理, JSON, 数据预处理, Matplotlib, 数据处理, 数据操作, 数据分析, Pandas（Python 软件包）, Jupyter, 网页抓取, NumPy, 数据可视化软件, 数据导入/导出, 数据可视化
状态：免费试用Wesleyan University
您将获得的技能: Python 程序设计, 探索性数据分析, 数据管理, 统计, 数据操作, 同行评审, 描述性统计, SAS（软件）, 制图, 数据扫盲, 数据展示, 研究报告, 数据分析
您将获得的技能: Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
状态：免费试用Corporate Finance Institute
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Dashboard, Data Transformation, Data Analysis, Excel Formulas, Data Visualization Software, Data Presentation, Data Manipulation, Business Intelligence, Data Cleansing
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
状态：免费试用University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Scatter Plots, Microsoft Excel, Excel Formulas, Data Analysis, Bayesian Statistics
总之，以下是 10 最受欢迎的 data 课程
- 数据可视化基础: University of Colorado Boulder
- Analyze Data to Answer Questions: Google
- 数据分析与解释: Queen Mary University of London
- Statistics and Applied Data Analysis: University of Colorado Boulder
- 基本数据处理和可视化: University of California San Diego
- 数据管理和可视化: Wesleyan University
- Data Analysis with Python: Inform a Business Decision: Coursera
- Fundamentals of Data Analysis in Excel: Corporate Finance Institute
- Statistics For Data Science: Coursera
- Data Preparation and Analysis: Illinois Tech
