统计分析课程可以帮助您学习数据收集方法、假设检验、Regression Analysis 和数据 Visualization 技术。您可以培养从 Data Set 中解释结果、进行预测和得出结论的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计计算和创建数据的 Visual 化表示。
Duke University
您将获得的技能: 回归分析, 统计建模, 抽样(统计), R 语言程序设计(中文版), 统计分析, 贝叶斯统计, 统计推理, 概率与统计, 统计假设检验, 数据分析, 统计报告, 统计, 探索性数据分析, 数据分析软件, R(软件), 统计方法, 数据可视化, 统计软件, 同行评审, 概率分布
初级 · 专项课程 · 3-6 个月

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Applied Machine Learning, Machine Learning Methods, Decision Tree Learning, Data Mining, Machine Learning Algorithms, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

University of Michigan
您将获得的技能: Python 程序设计, 抽样(统计), Matplotlib, 统计分析, 贝叶斯统计, 统计推理, 概率与统计, NumPy, Jupyter, 统计方法, 统计假设检验
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
攻读学位
混合 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 描述性统计, 抽样(统计), 数据分析, R 语言程序设计(中文版), 分析技能, 统计推理, 公共卫生, 数据导入/导出, 数据扫盲, R(软件), 概率分布, 统计假设检验, 统计
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: 财务分析, 微软Excel, 商业分析, 数据分析, 分类算法, 商业风险管理, 数据驱动的决策制定, 预测建模, 预测分析, Model Evaluation
初级 · 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: Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
初级 · 指导项目 · 不超过 2 小时