Statistical Analysis Courses and Certifications

体育统计学与SPSS案例解析

以28个体育科研案例串联统计原理与SPSS操作，帮助数学基础薄弱的学习者规范开展数据分析。

• XuetangX
• Self-Paced
• Free Online Course

复杂生物医学数据的统计分析方法

面向复杂生物医学数据，讲解纵向、多中心、时间序列及跨组学数据的统计分析方法。

• XuetangX
• Self-Paced
• Free Online Course

管理定量分析

面向管理与公共管理的定量分析课程，将统计方法、案例和 SPSS、STATA、SAS 软件操作结合起来。

• XuetangX
• Self-Paced
• Free Online Course

商务与经济统计（Python语言）

以Python贯通商务与经济数据的读取、统计分析、可视化、预测与建模，完成从数据到结论的分析实践。

• XuetangX
• Self-Paced
• Free Online Course

Wuhan University of Technology

体育应用统计与案例分析

以体育应用为背景，学习统计学基础、SPSS操作及描述与推断统计方法，完成问卷、数据分析与报告。

• XuetangX
• Self-Paced
• Free Online Course

สถิติและการวิเคราะห์ข้อมูลเบื้องต้น | Introduction to Statistics and Data Analytics

เรียนรู้การวิเคราะห์ข้อมูลทางสถิติเบื้องต้นและการทดสอบสมมติฐานผ่าน Microsoft Excel และ PSPP

• ThaiMOOC
• Self-Paced
• Free Certificate

Shenyang Agricultural University

气象统计分析与预报

介绍回归、判别、聚类、时间序列和主成分分析等方法，用于识别气象数据模式、趋势与关联并开展预报。

• XuetangX
• Self-Paced
• Free Online Course

Sports Statistics and SPSS Case Analysis

Apply statistical theory and SPSS through 28 sports research cases, from data entry and descriptive statistics to hypothesis testing, ANOVA, and correlation analysis.

• XuetangX
• Self-Paced
• Free Online Course

Прикладные статистические методы с практическими заданиями на R: анализ номинативных данных, логистическая регрессия, кластеризация и метод главных компонент.

• Stepik
• 23 hours
• Self-Paced
• Free Certificate

Career Certificate

Data-Oriented Python Programming and Debugging

25 ratings at Coursera

Debug Python systematically with the OILER framework, then manipulate and analyze data using NumPy, pandas, and SciPy, finishing with a capstone on a real data set.

• Coursera
• 16 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 4 courses

MCO-03: Research Methodology and Statistical Analysis

1 rating

Build a research methodology from research problem and design through data collection, statistical analysis, and report writing.

• Swayam
• 16 weeks
• Available until Nov 15, 2026
• Free Online Course

University of Lausanne

Challenging Forensic Science: How Science Should Speak to Court

533 ratings at Coursera

Forensic evidence is not foolproof: examine causes célèbres involving DNA, gunshot residue and fingerprints to judge likelihood ratios, the prosecutor's fallacy and ENFSI reporting.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

STAT 505: Applied Multivariate Statistical Analysis

Select and interpret multivariate methods — MANOVA, principal component analysis, factor analysis, canonical correlation, classification and clustering — writing SAS or Minitab programs to run them.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

Statistical Data Analysis for Scientists and Engineers

Extend your knowledge and skills from univariate and bivariate statistical analysis to multivariate methodology and data analysis.

• edX
• 12 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Statistical Learning for Reliability Analysis

Applies statistical learning methods—from probability distributions and inference to regression, ANOVA, and entropy—to reliability estimation and prediction.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course