统计分析课程可以帮助您学习数据收集方法、假设检验、Regression Analysis 和数据 Visualization 技术。您可以培养从 Data Set 中解释结果、进行预测和得出结论的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计计算和创建数据的 Visual 化表示。

Johns Hopkins University
您将获得的技能: 数据导入/导出, 数据操作, 数据整合, Google 工作表, 查询语言, 网络抓取, 数据库, 关系数据库, R 程序设计, 电子表格软件, Tidyverse(R 软件包), 应用编程接口 (API), 数据转换, 非结构化数据, 可扩展标记语言(XML)
初级 · 课程 · 1-3 个月

Red Hat
您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
中级 · 课程 · 3-6 个月

您将获得的技能: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Regression Analysis, R (Software), Data Analysis, Pandas (Python Package), Excel Macros, Statistical Hypothesis Testing, Software Installation, Data Cleansing, System Configuration
初级 · 课程 · 3-6 个月

您将获得的技能: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms
中级 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Tableau Software, Data Analysis, Data Visualization Software, Data Presentation, Dashboard, Trend Analysis, Data Visualization, Interactive Data Visualization, Microsoft Excel, Time Series Analysis and Forecasting, Data Storytelling, Data Transformation, Advanced Analytics, Predictive Analytics, Statistical Analysis, Forecasting, Microsoft PowerPoint, Microsoft Office, Productivity Software, Data Management
混合 · 课程 · 1-3 个月

您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Heat Maps, Data Presentation, Statistical Visualization, Web Content Accessibility Guidelines, Customer Retention, Plot (Graphics), Timelines, Data Visualization Software, Tableau Software, Stakeholder Communications
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Risk Analysis, Project Risk Management, Risk Management, Risk Mitigation, Risk Control, Analysis, Agile Methodology, Project Controls, Stakeholder Management, Earned Value Management, Risk Appetite, Project Performance, Simulation and Simulation Software, Forecasting, Project Management Institute (PMI) Methodology, Business Metrics, Decision Making, Prioritization
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据分析, 数据可视化软件, 分析技能, 数据故事, 数据可视化, Apache Hive, 交互式数据可视化, 数据集市, 数据展示, 统计分析, 数据仓库, Apache Hadoop, IBM Cognos 分析系统, Microsoft Excel, 电子表格软件, 数据清理, 数据整理, 大数据, 仪表板, 透视表和图表
攻读学位
初级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 高等数学, 数学理论与分析, 三角法, 积分微积分, 几何学, 制图, 微积分, 代数
中级 · 课程 · 1-3 个月