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。

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, Advanced Analytics, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
混合 · 课程 · 1-4 周

Columbia University
您将获得的技能: 强化学习, 人工智能和机器学习(AI/ML), 统计方法, 深度学习, 概率分布, 决策支持系统, 马尔可夫模型, 数据驱动的决策制定, Algorithm, 机器学习, 模拟
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), Large Language Modeling, Spreadsheet Software
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 概率与统计, 消费者行为, 风险分析, 财务分析, 财务规划, 行为经济学, 金融, 决策, 经济学, 心理学
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

KodeKloud
您将获得的技能: Cloud Engineering, Site Reliability Engineering, Amazon Elastic Compute Cloud, Amazon CloudWatch, Cloud-Native Computing, Kubernetes, Continuous Delivery, AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), System Monitoring, Serverless Computing, Performance Testing, Scenario Testing
初级 · 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

Columbia University
您将获得的技能: 统计建模, 统计分析, 统计方法, 统计推理, 调解, 时间序列分析和预测, 研究设计, 回归分析, 高级分析, 计量经济学
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 描述性统计, 统计建模, 概率与统计, 统计推理, 统计分析, 探索性数据分析, A/B 测试, 概率分布, 贝叶斯统计, 抽样(统计), 统计机器学习, 数据科学, 统计可视化, 统计假设检验, 概率
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Cloud Deployment, Containerization, Microservices, Rust (Programming Language), Unit Testing, Cloud Computing, Development Environment, Application Frameworks, Programming Principles, Restful API, Algorithms
初级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
初级 · 课程 · 1-3 个月