概率分布课程可以帮助您了解正态分布、二项分布和泊松分布,以及它们在统计学和数据分析中的应用。您可以掌握解释数据、计算概率以及根据统计模型做出明智预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持可视化分布和执行模拟,帮助您将这些概念应用到风险评估和决策等实际场景中。

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
Rice University
您将获得的技能: 描述性统计, 统计, 统计分析, 微软Excel, 抽样(统计), 相关性分析, 箱形图, 概率分布, 概率与统计, 数据分析, 商业分析
混合 · 课程 · 1-4 周
Stanford University
您将获得的技能: Algorithm, 贝叶斯网络, 统计推理, 马尔可夫模型, 计算思维, 抽样(统计), 应用机器学习, Machine Learning 方法, 机器学习算法, 概率与统计, 图论, 统计方法, 概率分布
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Scatter Plots, Microsoft Excel, Excel Formulas, Data Analysis, Bayesian Statistics
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计, 统计推理, 统计分析, 概率, 统计假设检验, 贝叶斯统计, 抽样(统计), 统计方法, 概率与统计, 概率分布, 生物统计学
混合 · 课程 · 1-4 周

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

École Polytechnique
您将获得的技能: Probability, Probability Distribution, Simulations, Probability & Statistics, Statistical Methods, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics
混合 · 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 Leeds
您将获得的技能: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software
中级 · 课程 · 1-4 周

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 Colorado Boulder
您将获得的技能: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
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中级 · 课程 · 1-3 个月

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