概率分布课程可以帮助您了解正态分布、二项分布和泊松分布,以及它们在统计学和数据分析中的应用。您可以掌握解释数据、计算概率以及根据统计模型做出明智预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持可视化分布和执行模拟,帮助您将这些概念应用到风险评估和决策等实际场景中。

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Game Theory, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Probability, Applied Mathematics, Critical Thinking, General Mathematics, Statistical Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Excel Formulas, Data Storytelling, Spreadsheet Software, Generative AI, Data Analysis
初级 · 课程 · 1-4 周

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

Eindhoven University of Technology
您将获得的技能: Laboratory Equipment, Systems Of Measurement, Building Design, Laboratory Procedures, Architectural Design, Architectural Engineering, Simulations, Human Factors, Visualization (Computer Graphics), Physics, Psychology, Physiology
混合 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Content Marketing, Persona Development, Target Audience, Content Strategy, Smart Goals, Content Development and Management, Social Media Content, Digital Content, Digital Media Strategy, Strategic Marketing, Marketing Channel, Customer Insights, Social Media Strategy, Social Media Campaigns, Marketing, Customer Engagement
中级 · 课程 · 1-4 周

您将获得的技能: Object Oriented Programming (OOP), Data Visualization, Seaborn, Flask (Web Framework), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Pandas (Python Package), Probability & Statistics, Data Manipulation, Data Structures, UI Components
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Methods, Sample Size Determination, Data Preprocessing, Record Keeping
初级 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周