统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。
University of Michigan
您将获得的技能: 数据清理, 数据可视化, 绘图(图形), 统计假设检验, 数据预处理, 统计建模, R 程序设计, 相关性分析, 数据处理, 统计分析, 分析, 统计资料, 统计推理, 数据分析, 回归分析, Pandas(Python 软件包), Matplotlib, Python 编程, 数据整理, 统计方法
★ 4.4 (204) · 中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Excel Formulas, Consolidation, Microsoft Excel, Model Optimization, Spreadsheet Software, Performance Tuning, Process Optimization, Performance Improvement, Financial Modeling, Performance Analysis
高级设置 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Data Management, 数据可视化, 数据驱动的营销, 机器学习, 会计, 数据收集, 数据可视化软件, 数据故事, 分类算法, 分析, Power BI, Data Governance, 数据展示, 数据质量, 数据管理, 业务分析, 数据分析, 商业分析, 讲故事, 营销分析, 业务工作流程分析
★ 4.6 (1196) · 初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, AI Product Strategy, Product Management, Model Training, Product Lifecycle Management, Machine Learning Algorithms, Model Optimization, Applied Machine Learning, Decision Intelligence, Data Processing, Technical Product Management, Feature Engineering, Project Management, Machine Learning Methods, Machine Learning, Technical Management, Data Transformation
中级 · 课程 · 1-3 个月

您将获得的技能: Configuration Management, Experimentation, Software Documentation, Software Versioning, Software Configuration Management, Collaborative Software, Testability, Workflow Management, Development Environment
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement
中级 · 课程 · 1-4 周

您将获得的技能: Bookkeeping, Financial Analysis, Financial Modeling, Financial Statements, Financial Statement Analysis, Financial Accounting, Financial Reporting, Microsoft Excel, Reconciliation, Income Statement, Accounting, Excel Formulas, Balance Sheet, Cash Flows, Spreadsheet Software, Auditing, Verification And Validation
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Business Research, Surveys, Survey Creation, Qualitative Research, Data Quality, Persona Development, Sample Size Determination, Data Governance, File Management, Sampling (Statistics), Market Research, Marketing Analytics, Return On Investment, Focus Group, Quantitative Research, General Data Protection Regulation (GDPR), Key Performance Indicators (KPIs), Research Design, Research Methodologies
初级 · 专项课程 · 3-6 个月

Starweaver
您将获得的技能: Working Capital, Financial Analysis, Financial Statement Analysis, Financial Statements, Financial Acumen, Cash Flows, Business Metrics, Benchmarking, Return On Investment, Profit and Loss (P&L) Management, Balance Sheet, Credit Risk, Performance Analysis, Financial Modeling, Income Statement, Operational Efficiency, Accounting, Corporate Finance, Trend Analysis, Business
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Key Performance Indicators (KPIs), Data Transformation, Dashboard Creation, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Business Intelligence Software, Microsoft Excel, Statistical Visualization, Business Intelligence, Data Cleansing
★ 4.6 (1812) · 初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, AI Personalization, Supervised Learning, AI literacy, Health And Wellness Coaching, Predictive Analytics, Machine Learning, Responsible AI, Model Evaluation, Predictive Modeling, Data Ethics, Data Quality
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Executive Presence, Professional Development, Leadership and Management, Business Leadership, Technical Management, Enterprise Architecture, Solution Architecture, Personal Development, Business Communication, Strategic Thinking, Generative AI, Communication, Risk Management, Cloud Computing, Machine Learning
中级 · 课程 · 1-4 周