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。
Duke University
您将获得的技能: 数据分析, 同行评审, 损益(P&L)管理, 风险分析, 数据可视化软件, 财务分析, 微软Excel, 业务过程, SQL, Tableau 软件, MySQL, 房地产, 物业管理, 分析, 演讲, 金融建模
混合 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Python 程序设计, 机器学习, 交互式数据可视化, 探索性数据分析, 数据清理, 数据操作, 数据伦理, 数据分析, 数据转换, Matplotlib, Plotly, 数据叙事, 生成式人工智能, 数据可视化软件, Pandas(Python 软件包), 模型评估, 数据可视化, Jupyter, Scikit-learn (机器学习库)
初级 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Health Informatics, Natural Language Processing, R Programming
获得学位
学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
获得学位
学位 · 1-4 年

Microsoft
您将获得的技能: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Wrangling, R Programming, Exploratory Data Analysis, Data Analysis, Data Cleansing
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Customer Analysis, Data Integration, Interactive Data Visualization, Dashboard, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Presentations, Analytics, Technical Communication, Data Visualization Software, Data Import/Export
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Persistence, Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Presentation, Data Visualization Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis
中级 · 专项课程 · 3-6 个月
University of Leeds
您将获得的技能: General Science and Research, Analytical Skills, Data Science, Communication, Technical Communication, Record Keeping, Critical Thinking, Technical Writing
中级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: 商业分析, 非结构化数据, 数据分析, 数据转换, NoSQL, 数据驱动的决策制定, 数据处理, 数据管道, 大数据, 数据架构, 数据存储, SQL, 数据仓库, 亚马逊网络服务, 关系数据库, 数据库, 摘录
初级 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Cloud Services, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Application Programming Interface (API)
初级 · 课程 · 1-3 个月