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。

Duke University
您将获得的技能: 探索性数据分析, 统计推理, 贝叶斯统计, 概率分布, 统计资料, 描述性统计, R 程序设计, 概率, 抽样(统计), 统计分析, 数据分析, R(软件)
初级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Financial Data, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Predictive Modeling, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Model Evaluation, Supervised Learning
中级 · 课程 · 1-3 个月

New York University
您将获得的技能: 市场动态, 衍生产品, 金融交易, 市场数据, 强化学习, 信用风险, 市场流动性, 财务建模, 财务, 机器学习, 风险, 金融市场
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Responsible AI, Performance Reporting, Business Communication
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

Databricks
您将获得的技能: 统计方法, 模型评估, 贝叶斯统计, 统计资料, 统计建模, Databricks, 统计编程, 回归分析, Python 编程, 马尔可夫模型, 模拟, 概率分布, 逻辑回归, 统计分析, 数据科学, 抽样(统计), 概率, 预测建模, 应用机器学习, Jupyter
初级 · 专项课程 · 1-3 个月

Università di Napoli Federico II
您将获得的技能: Derivatives, Financial Market, Securities (Finance), Financial Trading, Finance, Actuarial Science, Investments, Futures Exchange, Equities, Risk Modeling, Financial Modeling, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Probability
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Probability & Statistics, Statistical Analysis, Experimentation, Data Analysis, Data Presentation, Estimation
混合 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 数学建模, 工程计算, 物理学, 化学
初级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Strategic Decision-Making, Data Presentation, Predictive Modeling, Statistical Hypothesis Testing, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: 统计假设检验, 数据转换, 统计方法, 统计建模, 回归分析, 概率分布, 数据分析软件, 统计分析, 抽样(统计)
中级 · 课程 · 1-4 周