Probability 课程可以帮助您学习统计推理、风险评估、假设检验和随机变量的基础知识。您可以掌握解释数据 Distribution、计算期望值以及在各种情况下应用贝叶斯定理的技能。许多课程都会介绍 R、Python 和 Excel 等数据分析工具,以及模拟概率模型和结果可视化的方法。

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

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Trigonometry, Probability, Data Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Statistics, Geometry, Arithmetic
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
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初级 · 专项课程 · 1-3 个月

Northeastern University
您将获得的技能: Probability & Statistics, Probability Distribution, Probability, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Statistical Visualization, Correlation Analysis, Reliability, Risk Modeling
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 统计, 统计推理, 回归分析, Matplotlib, 统计编程, 统计分析, 数据扫盲, Python 程序设计, 统计机器学习, 贝叶斯统计, 统计假设检验, 抽样(统计), Model Evaluation, 概率与统计, 统计软件, 数据可视化, Seaborn, 统计方法, 统计建模, Jupyter
初级 · 专项课程 · 1-3 个月
Stanford University
您将获得的技能: Algorithm, 机器学习, 贝叶斯网络, 统计推理, 网络分析, 网络模型, 马尔可夫模型, 计算思维, 贝叶斯统计, 抽样(统计), 统计建模, 决策支持系统, 应用机器学习, 机器学习算法, Model Evaluation, Machine Learning 方法, 概率与统计, 统计方法, 图论, 概率分布
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Descriptive Statistics, Advanced Analytics, Data Analysis, Probability Distribution, Statistics, Probability, A/B Testing, Statistical Analysis, Data Science, Statistical Inference, Statistical Programming, Jupyter, Python Programming, Technical Communication
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 应用数学, 统计, 统计推理, 数据扫盲, 概率, 人工智能, 统计分析, 统计假设检验, 贝叶斯统计, 数据伦理, 抽样(统计), 数据科学, 样本量的确定, 理论计算机科学, 概率与统计, 定量研究, 统计方法, 数据分析, 概率分布
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中级 · 专项课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 统计, 科学方法, 统计假设检验, 数据分析软件, 定量研究
初级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Probability, Probability Distribution, Probability & Statistics, Advanced Mathematics, Statistics, Calculus, Mathematical Theory & Analysis
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, AI Enablement, Artificial Intelligence
初级 · 专项课程 · 1-3 个月