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: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Linear Algebra, Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis
混合 · 课程 · 1-3 个月

您将获得的技能: PySpark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Risk Modeling, Data Transformation, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Image Analysis
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Simulation and Simulation Software, Mathematics Education, Interactive Design, Experimentation, Chemistry, Graphing, Physics, Biology, Algebra, Geometry
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
中级 · 课程 · 1-3 个月

University of Zurich
您将获得的技能: 统计资料, 风险分析, 财务, 概率与统计, 描述性统计, 应用数学, 概率, 概率分布
初级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 机器学习, 统计推理, Algorithm, 贝叶斯网络, 概率与统计, 图论, 算法, 统计建模, 统计方法, 马尔可夫模型, 抽样(统计), 概率分布, 计算思维, 机器学习算法, 贝叶斯统计, 网络分析, 模型评估, 决策支持系统, 应用机器学习, 机器学习方法, Model Evaluation, 网络模型
高级设置 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 无监督学习, 自动编码器, 生成模型架构, 抽样(统计), 概率分布, 贝叶斯统计, 深度学习, 应用机器学习, 张力流, 图像分析
高级设置 · 课程 · 1-3 个月

Koç University
您将获得的技能: Calculus, Graphing, General Mathematics, Algebra, Mathematical Theory & Analysis, Mathematical Modeling
初级 · 课程 · 1-3 个月

您将获得的技能: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C++ (Programming Language), Mathematical Theory & Analysis, Applied Mathematics, Algebra
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Correlation Analysis, Engineering Analysis, Digital Signal Processing, Statistical Analysis, Reliability, Engineering, Spatial Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Application Development, C++ (Programming Language), Software Design, Microsoft Windows, Software Architecture, Application Lifecycle Management, Context Management, System Configuration, Debugging, Mathematical Theory & Analysis, Data Structures, Applied Mathematics, Linear Algebra, Algebra
初级 · 专项课程 · 1-3 个月