
University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, 数据分析, Prompt Engineering, 分析, Python 程序设计, 数据可视化软件, 人工智能, 数据操作, OpenAI 应用程序接口
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Extract, Transform, Load, Data Integration, Databases, Data Warehousing, Data Import/Export, Data Migration, Data Manipulation, Data Mapping, Software Installation, Data Transformation, Version Control
混合 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Responsible AI, Data Analysis, Artificial Intelligence
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 地理空间制图, 数据共享, 地理信息系统, 分析, 数据操作, 关系数据库, 数据映射, Query 语言, 数据建模, 数据管理, Data Management, 数据存储, 矢量数据库, 空间分析, ArcGIS, 数据质量
中级 · 课程 · 1-4 周

您将获得的技能: Data Lakes, File Management, Microsoft Azure, Record Keeping, Information Management, Data Management, Data Storage Technologies
初级 · 指导项目 · 不超过 2 小时

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, Computer Programming
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 回归分析, 统计假设检验, 贝叶斯统计, 模型评估, 统计可视化, 抽样(统计), Matplotlib, 统计, 统计机器学习, Python 程序设计, 数据可视化软件, 统计推理, Jupyter, 统计编程, 统计建模, 数据可视化, 统计软件, 统计分析, 统计方法, 概率与统计
初级 · 专项课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Tableau Software, Presentations, Verbal Communication Skills, Data-Driven Decision-Making, Data Analysis, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis
初级 · 课程 · 1-4 周

Rice University
您将获得的技能: Capital Budgeting, Cash Flows, Probability & Statistics, Finance, Financial Statements, Microsoft Excel, Descriptive Statistics, Financial Accounting, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Ledgers (Accounting), Financial Analysis, Business Valuation, Business Mathematics, Financial Management, Data Analysis
初级 · 专项课程 · 3-6 个月