统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。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分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据清理, Scikit-learn (机器学习库), 探索性数据分析, 回归分析, 机器学习算法, 决策树学习, Matplotlib, 模型评估, 功能工程, 应用数学, 性能调整, 随机森林算法, 数据科学, 应用机器学习, 分类算法, 监督学习, 逻辑回归
攻读学位
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
中级 · 课程 · 1-3 个月

您将获得的技能: SPSS, Correlation Analysis, SPSS (Software), Logistic Regression, Regression Analysis, Predictive Modeling, Predictive Analytics, Descriptive Statistics, Statistical Methods, Statistical Modeling, Case Studies, Statistical Analysis, Data Import/Export, Data Manipulation, Analysis, Model Evaluation
混合 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Python 程序设计, 统计建模, 数据分析, 数据预处理, 研究, 数据整合, 预测分析, 功能工程, 模型评估, Data Validation, 预测建模, R 语言程序设计(中文版), 应用机器学习, 数据收集, 数据科学, 统计, 数据整理
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据分析, 分析技能, 回归分析, 相关性分析, 数学建模, 应用数学, 测量系统, 统计
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
中级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: 数据可视化软件, 热图, 空间数据分析, 数据操作, 地理空间制图, 数据叙事, 网络分析, ArcGIS, 地理信息系统, 数据展示, 空间分析
中级 · 课程 · 1-4 周
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistical Reporting, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Research, R Programming, Data Presentation, Surveys, Data Collection, Data Ethics
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: A/B Testing, Google Analytics, Web Analytics, User Experience, Web Content, Target Audience, Marketing Effectiveness, Goal Setting, Marketing, Content Development and Management, Analytics
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Nutritional Assessment, Data Cleansing, Data Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: SAS (Software), Descriptive Statistics, Market Data, Risk Modeling, Regression Analysis, Statistical Methods, Financial Modeling, Statistical Hypothesis Testing, Correlation Analysis, Data Analysis Software, Statistical Analysis, Quantitative Research, Financial Market, Time Series Analysis and Forecasting, Trend Analysis, Financial Analysis, Variance Analysis
混合 · 课程 · 1-4 周