统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。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分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。

Johns Hopkins University
您将获得的技能: 定量研究, 样本量的确定, 概率与统计, 生物统计学, 统计资料, 公共卫生, 流行病学, 统计可视化, 概率分布, 描述性统计, 统计方法
初级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 商业分析, Model Evaluation, 回归分析, 统计分析, 统计假设检验, 数据分析, Microsoft Excel, 统计建模, 模型评估, 估算, 统计推理, 统计方法
混合 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Statistical Methods, Descriptive Statistics, Statistical Visualization, Data Import/Export, Pareto Chart, Histogram, Statistical Analysis, R (Software), Box Plots, R Programming, Data Synthesis, Probability Distribution, Probability & Statistics, Exploratory Data Analysis, Statistics, Statistical Hypothesis Testing, Data Science
初级 · 指导项目 · 不超过 2 小时
Rice University
您将获得的技能: 商业分析, 数据分析, 统计分析, 概率与统计, Microsoft Excel, 统计资料, 抽样(统计), 概率分布, 描述性统计, 箱形图, 相关性分析
混合 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Probability & Statistics, Statistics, Data Science
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: 统计分析, 回归分析, 定量研究, 风险分析, 生物统计学, 逻辑回归, 概率与统计, 统计建模, 公共卫生, 流行病学, 统计推理, 统计方法
初级 · 课程 · 1-3 个月

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Business Analytics, Sample Size Determination, Statistical Analysis, Data Analysis, Statistical Methods, A/B Testing, Statistical Software, Estimation, Data-Driven Decision-Making, Business Communication
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Data Analysis, Descriptive Statistics, Box Plots, Statistics, Statistical Analysis, Probability & Statistics, Data Visualization Software, Exploratory Data Analysis, Histogram, R Programming, Scatter Plots, Data-Driven Decision-Making, Microsoft Excel
初级 · 课程 · 1-4 周

您将获得的技能: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Rmarkdown, Knitr, Data Visualization, Data Validation, Statistical Hypothesis Testing, Data Presentation, Dashboard, Data Synthesis, Usability Testing, Regression Analysis, Power BI, A/B Testing, Data Transformation, Market Research, Statistical Analysis, R Programming, Business Intelligence, Microsoft Excel, Surveys
初级 · 专项课程 · 3-6 个月

您将获得的技能: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Business Analytics, Sampling (Statistics), Probability & Statistics, Probability Distribution, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Performance Analysis, Predictive Analytics, Statistical Inference, Case Studies, Statistical Visualization, Quality Control, Statistical Modeling
初级 · 专项课程 · 1-3 个月