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。

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Analysis, Estimation, R (Software), Data Visualization, Risk Analysis, Probability, Statistical Methods, R Programming, Return On Investment, Probability & Statistics, Problem Solving
攻读学位
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Prompt Engineering, 数据驱动的决策制定, 数据预处理, 负责任的人工智能, 生成式人工智能, AI 产品战略, 数据伦理, AI 赋能, 预测建模, 数据综合
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Color Theory, Tree Maps, Data Storytelling, Heat Maps, Data Mapping, Text Mining, Unstructured Data, Network Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Scatter Plots, Image Quality, NumPy, Histogram, Image Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
初级 · 专项课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
攻读学位
中级 · 课程 · 1-3 个月

University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Data Literacy, Business Transformation, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Agile Methodology, Analytics, Leadership Studies, Organizational Leadership, Data Analysis, Organizational Structure, Leadership and Management, Organizational Change, Big Data, Agile Product Development, Team Leadership, Data Management, Critical Thinking
中级 · 专项课程 · 1-3 个月

您将获得的技能: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据共享, 仪表板, 数据操作, 数据分析, 数据可视化软件, 数据展示, Looker (软件), 数据导入/导出
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Data Pipelines, Data Migration, Data Lakes, Data Integration, Data Transformation, Exploratory Data Analysis, Cloud Management, Data Management, DevOps
高级设置 · 项目 · 不超过 2 小时

您将获得的技能: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Data Preprocessing, Data Manipulation, Data Processing, Data Transformation
中级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据处理, 机器学习算法, 分类算法, MLOps(机器学习 Operator), 网页抓取, 数据可视化软件, 数据操作, 模型部署, 机器学习, Flask(网络框架), 预测分析, 预测建模, 模型评估, 功能工程, 应用机器学习, 设计思维, Python 程序设计, 数据可视化, Data Validation, 监督学习
中级 · 专项课程 · 3-6 个月