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。

Tufts University
您将获得的技能: 统计分析, 微软Excel, 统计, 统计推理, Python 程序设计, 统计假设检验, 分析技能, 技术交流, 商业分析, 定量研究, 概率与统计
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

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

University of Colorado Boulder
您将获得的技能: 统计分析, 统计, 抽样(统计), 统计推理, 统计假设检验, 定量研究, 样本量的确定, 数据伦理, 统计方法, 概率与统计
攻读学位
中级 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Statistical Hypothesis Testing, Probability Distribution, Statistical Methods, Probability, Sampling (Statistics), Statistical Analysis, Dimensionality Reduction, Data Science, Statistical Modeling, Bayesian Statistics, Statistical Inference, Simulations, R Programming
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Data Manipulation, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Classification Algorithms, NumPy, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-4 周

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

Arizona State University
您将获得的技能: 统计分析, 抽样(统计), 统计假设检验, 概率分布, 数据转换, 回归分析, 统计方法, 数据分析软件, 统计建模
中级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, R Programming, Business Analytics, Probability & Statistics
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Game Theory, Data-Driven Decision-Making, Cybersecurity, Data Science, Algorithms, Reinforcement Learning, AI Security, Machine Learning
中级 · 课程 · 1-3 个月