随机课程可以帮助您学习概率理论、随机过程、统计推断和风险评估技术。您可以掌握不确定性建模、分析 Time Series 数据以及将随机模拟应用于实际问题的技能。许多课程介绍了 R、Python 和 MATLAB 等工具,这些工具支持实施随机模型和进行模拟,让您可以 Visualization 结果并做出 Data 驱动的决策。

University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Inference, Descriptive Statistics, Box Plots, Data Visualization Software, Histogram, Probability, Simulations
中级 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 统计建模, 马尔可夫模型, 贝叶斯统计, 概率分布, 统计方法, Model Evaluation, 数据分析, R 语言程序设计(中文版), 统计分析, 回归分析
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing
中级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, Data Science, Statistical Methods, Anomaly Detection, Probability Distribution, Machine Learning Methods, Estimation, Statistical Analysis, Sampling (Statistics)
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), LLM Application, Spreadsheet Software
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Bayesian Network, Numerical Analysis, Estimation, Simulations, Matlab, Mathematical Modeling, Applied Mathematics, Engineering Analysis, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics
中级 · 指导项目 · 不超过 2 小时

University of Amsterdam
您将获得的技能: 逻辑回归, 统计, R 语言程序设计(中文版), 统计推理, 回归分析
混合 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Reinforcement Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Unsupervised Learning, Supervised Learning, Control Systems, Simulations
初级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Game Theory, Behavioral Economics, Negotiation, Experimentation, Economics, Science and Research, Decision Making, Research Design, Project Design, Strategic Decision-Making, Data Collection, Peer Review
混合 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Brand Management, Marketing, Branding, Customer Relationship Management, Strategic Marketing, Marketing Strategies, Customer experience strategy (CX), Market Dynamics, Consumer Behaviour, Target Market, Market Analysis, Customer Insights, Marketing Analytics
初级 · 课程 · 1-3 个月