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。

Columbia University
您将获得的技能: Algorithm, 统计方法, 深度学习, 决策支持系统, 数据驱动的决策制定, 概率分布, 模拟, 人工智能和机器学习(AI/ML), 强化学习, 马尔可夫模型, 机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
混合 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Interactive Brokers
您将获得的技能: Market Trend, Portfolio Risk, Technical Analysis, Risk Management, Market Data, Trend Analysis, Investment Management, Investments, Portfolio Management, Equities
初级 · 课程 · 1-4 周