统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement
中级 · 课程 · 1-4 周

Meta
您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
初级 · 专业证书 · 3-6 个月

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication
初级 · 课程 · 1-4 周

您将获得的技能: Survey Creation, Surveys, User Feedback, Data Storytelling, Quantitative Research, Data Analysis, Data Presentation, Market Research, Statistical Analysis, Statistical Hypothesis Testing, User Centered Design, Data Collection
初级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), Statistical Analysis, Data Manipulation, Data Visualization Software, Data Analysis, End User Training and Support, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Graphing
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 交流, 图表设计, 科学方法, 说服沟通, 信息架构, 研究, 分析, 演绎推理, 互动学习, 批判性思维, 抽样(统计), 概率, 写作, 样本量的确定, 相关性分析, 案例研究, 商务交流, 口头表达, 逻辑推理
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, Predictive Modeling, Regression Analysis, Advanced Analytics, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Data Analysis, Applied Machine Learning, Data-Driven Decision-Making, Business Analysis, Machine Learning Methods, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Data Transformation, Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Data Quality, SPSS, Predictive Modeling, Workflow Management, Data Visualization Software, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 数学建模, 机器学习算法, 人工神经网络, 降维, NumPy, 衍生产品, 高等数学, 数据预处理, Jupyter, 统计资料, 回归分析, 微积分, 无监督学习, 算法, 功能工程, Algorithm, 应用数学, 线性代数, Python 编程
初级 · 专项课程 · 3-6 个月

Coursera
初级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), Market Data, Regression Analysis, Analytics, Data Analysis, Statistical Reporting, Technical Communication, Statistical Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Modeling, Scatter Plots, Financial Modeling, Statistical Visualization
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据可视化, 数据可视化软件, 交互式数据可视化, 网络应用, Plotly, R 程序设计, 数据科学, 闪亮(R 套件), Rmarkdown, 统计报告, 数据展示, 数据映射, 软件包和软件管理
混合 · 课程 · 1-3 个月