Statistical Software Courses and Certifications

SPSS for Beginners - Full Course

96 ratings

Beginner-friendly introduction to SPSS covering data import, descriptive statistics, charts, hierarchical clustering, factor analysis, and regression.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

jamovi for Data Analysis - Full Tutorial

3 ratings

A full jamovi workflow tutorial spanning data wrangling, visualization, hypothesis tests, regression, and factor analysis.

• freeCodeCamp
• 4-5 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Essentials of Data Science With R Software - Probability and Statistical Inference

The main objective of statistics is to work on a small sample of data but provide conclusions for the whole population. Such results cannot be obtained without learning the concepts and tools of theory of probability and statistical inference.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

HR Analytics: Exploring Employee Data in R

42 ratings at DataCamp

Get to Grips with HR Data Analytics Businesses are increasingly counting on their human resources departments to answer questions, provide insights, and make recommendations using data about their employees.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Supervised Machine Learning

This practical course is designed for individuals who utilise data to make informed decisions and wish to enhance their decision-making skills.

• OpenLearning
• 20 hours
• Self-Paced
• Paid Course

Biostatistics Intermediate II

Intermediate biostatistics course focused on applying statistical principles to analyze and interpret statistical tests using statistical software.

• OpenLearning
• Self-Paced
• Paid Course

Biostatistics Intermediate I

Apply statistical principles to interpret tests and use statistical software for biostatistical data analysis and problem solving.

• OpenLearning
• Self-Paced
• Paid Course

统计方法（SAS、SPSS和R统计软件应用）

以SPSS、SAS和R为工具，系统演示试验数据从整理到多种统计检验、回归与多变量分析的实现。

• XuetangX
• Self-Paced
• Free Online Course

SPSS Masterclass: Learn SPSS Scratch to Advanced

6956 ratings at Udemy

The Only Course You Will Ever Need to Learn IBM SPSS Statistics, Research, & Data Analysis Scratch to Advanced Level

• Udemy
• 1 day 11 hours 29 minutes
• Self-Paced
• Paid Course

Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

7 ratings

A beginner-friendly SPSS tutorial for interpreting and running reliability tests, regression models, ANOVA, hypothesis tests, and factor analyses.

• YouTube
• 2 hours 31 minutes
• Self-Paced
• Free Video

Dealing With Missing Data

139 ratings at Coursera

Learn to weight sample surveys and impute missing items: base weights, nonresponse adjustment, poststratification, raking, general regression estimation, and R packages sampling, survey, and PracTools.

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

SPSS For Research

2262 ratings at Udemy

SPSS data analysis made easy. Become an expert in advanced statistical analysis with SPSS.

• Udemy
• 14 hours 3 minutes
• Self-Paced
• Paid Course

Certified Minitab Beginner: Graphical Tools (Accredited)

1757 ratings at Udemy

Certified Minitab Beginner (Accredited) | Graphical Tools with Minitab | Minitab Beginner Certification (Earn PDUs)

• Udemy
• 2 hours 9 minutes
• Self-Paced
• Paid Course

Statistical Thinking for Industrial Problem Solving, presented by JMP

101 ratings at Coursera

Apply statistical thinking to industrial problems: explore data in JMP, build control charts, run hypothesis tests, fit linear and logistic regression, and design experiments.

• Coursera
• 10 weeks, 5 hours a week
• Self-Paced
• Free Online Course

EDUCBA Career Certificate

Apply Advanced SPSS Data Analytics & Modeling

36 ratings at Coursera

Navigate the SPSS GUI, manage data, and build regression and predictive models with SPSS Modeler workflows using finance, healthcare, and market datasets.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses