基础统计学课程可以帮助您学习数据收集方法、描述性统计、概率分布和假设检验。您可以培养解释数据 Set、进行调查和执行 Regression 分析的技能。许多课程都会介绍 Excel、R 和 Python 等工具,这些工具支持数据分析和结果的 Visualization。通过应用这些技能和工具,您可以有效地交流研究结果,并根据统计证据做出明智的决策。

University of Colorado Boulder
您将获得的技能: 机器学习, Model Evaluation, R 程序设计, 无监督学习, 模型评估, 统计方法, 监督学习, 数据科学, 分类算法, 回归分析, 统计分析, 统计建模, 预测建模, 机器学习算法
攻读学位
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
中级 · 课程 · 1-3 个月

Sungkyunkwan University
您将获得的技能: R 程序设计, 投资组合风险, 投资管理, 数据可视化, 风险分析, 统计编程, 财务数据, 数据操作, 投资组合管理, 时间序列分析和预测, 财务分析, 回归分析, 财务建模, 性能分析
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 统计推理, 抽样(统计), 概率与统计, Python 编程, 统计方法, 统计假设检验, Jupyter, 统计分析, 贝叶斯统计, Matplotlib, NumPy
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Risk Analysis, Business Risk Management, Simulation and Simulation Software, Return On Investment, Data Analysis, Data Modeling, Financial Modeling, Microsoft Excel, Data-Driven Decision-Making, Probability Distribution, Business Modeling, Strategic Decision-Making
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 编程, 无监督学习, 数据预处理, 降维, 功能工程, Jupyter, 微积分, 高等数学, 统计资料, 线性代数, NumPy
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Data Storytelling, People Analytics, Data Visualization, HR Tech, Data-Driven Decision-Making, Sales Presentations, Key Performance Indicators (KPIs), Performance Metric, Data Mapping, Stakeholder Communications, Business Metrics, Workforce Management, Data Import/Export, Employee Engagement, ChatGPT, Talent Management, Microsoft Excel, Statistical Analysis, Surveys
初级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 数据管理, 数据分析, Python 编程, 研究报告, 数据操作, 制图, 数据展示, SAS(软件), 数据扫盲, 统计资料, 描述性统计, 探索性数据分析, 同行评审, Data Management
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: A/B Testing, Data-Driven Decision-Making, Business Analytics, Statistical Methods, Statistical Hypothesis Testing, Analytics, Statistics, Estimation, Decision Making, Data Analysis, Statistical Inference, Statistical Analysis, Business, Sample Size Determination
中级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Analytics, Market Research, Statistical Analysis, Predictive Analytics, Digital Advertising, Exploratory Data Analysis, Data Transformation
中级 · 课程 · 3-6 个月

Coursera
中级 · 课程 · 1-4 周