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。

Rice University
您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
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

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

Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 概率与统计, 统计假设检验, 统计建模, 数据分析, 抽样(统计), 概率分布, 统计方法, 概率, 统计分析, 样本量的确定, 统计推理, 统计, 贝叶斯统计
混合 · 课程 · 1-4 周

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

Johns Hopkins University
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistics, Statistical Inference, Probability, R Programming
中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 概率与统计, 机器学习算法, Machine Learning 方法, 贝叶斯网络, 统计方法, 概率分布, 马尔可夫模型, 图论, 应用机器学习, 抽样(统计), 统计推理, 计算思维, Algorithm
高级设置 · 课程 · 1-3 个月

University of Zurich
您将获得的技能: 概率与统计, 风险分析, 概率分布, 描述性统计, 金融, 概率, 应用数学, 统计
初级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 概率与统计, 统计建模, 机器学习算法, 贝叶斯网络, 抽样(统计), 决策支持系统, 自然语言处理, 概率分布, Machine Learning 方法, 统计方法, 马尔可夫模型, 计算思维, 应用机器学习, 统计推理, 网络分析, 网络模型, 机器学习, 图论, Algorithm
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, 抽样(统计), 张力流, 概率分布, 生成模型架构, 深度学习, 应用机器学习, 图像分析, 贝叶斯统计
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周