解析课程可以帮助您学习数据可视化、统计分析、预测建模和数据叙事。您可以培养解读复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Excel、Tableau 和 Python 等工具,这些工具支持数据分析和流程自动化。
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 商业智能, 模型评估, 无监督学习, 监督学习, 决策树学习, 数据预处理, 应用机器学习, 分类算法, 机器学习, 回归分析, 预测建模, Scikit-learn (机器学习库), 商业分析
攻读学位
中级 · 课程 · 1-4 周


University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
攻读学位
初级 · 专项课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
攻读学位
混合 · 课程 · 1-3 个月

您将获得的技能: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Data Modeling, Data Governance, Data Warehousing, Microsoft SQL Servers, Data Analysis, Analytics, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Data Mart, Data Transformation, Data Management, Data Architecture, Data Pipelines
中级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming
中级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Simulations, Operations Research, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving, Staff Management
初级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Microsoft Excel, Microsoft 365, Microsoft Office, Spreadsheet Software, Data Visualization, Trend Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据管道, 非结构化数据, 张力流, 自然语言处理, Google 云端平台, 机器学习, Jupyter, 应用机器学习, 人工智能, 图像分析, 大数据, 模型部署
中级 · 课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: 社交媒体战略, 数字广告, 数据伦理, 搜索引擎营销, 社交媒体, 社交媒体营销, 广告, 营销, 点击付费广告, 在线广告, 广告活动, 情境广告, 付费媒体, 搜索引擎优化, 关键词研究, 网络分析和 SEO, Google 广告, 数字化营销, 绩效营销, 社交媒体活动
初级 · 专项课程 · 3-6 个月

您将获得的技能: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting
中级 · 课程 · 1-4 周