Non-Parametric Tests Courses and Certifications

Hypothesis Testing in Python

86 ratings at DataCamp

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Hypothesis Testing in R

34 ratings at DataCamp

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Foundations of Inference in Python

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

DigitalSreeni

Statistical Analysis in Python - Comparing Two Groups with Non-Parametric Tests - Tutorial 5

Master non-parametric statistical tests in Python for comparing two groups when data doesn't meet normality assumptions, including Mann-Whitney U and Wilcoxon tests.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Certified Minitab Expert: Hypothesis Testing (Accredited)

735 ratings at Udemy

Certified Minitab Expert (Accredited) | Hypothesis Testing with Minitab | Minitab Expert Certification | Earn 2.5 PDUs

• Udemy
• 2 hours 25 minutes
• On-Demand
• Paid Course

The Analyze Phase for the 6 σ Black Belt

53 ratings at Coursera

Explore Lean Sigma's Analyze Phase, covering DMAIC, DFSS, and statistical methods for continuous improvement. Ideal for professionals seeking to enhance organizational processes.

• Coursera
• 16 hours 21 minutes
• On-Demand
• Paid Course

Advanced Statistics in Education

Master statistical analysis techniques for social science research, covering data organization, central tendency, variability measures, hypothesis testing, correlation, and regression.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Computational Genomics Summer Institute CGSI

Independence Tests and Dependence Measures for Unbiased and Biased Samples

Explore independence tests and dependence measures for unbiased and biased samples. Learn statistical techniques to analyze relationships between variables in genomic data.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Biostatistics and More

Comprehensive biostatistics overview covering central tendency, dispersion, distributions, data visualization, research variables, statistical testing, and hypothesis analysis.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Statistical Inference

Comprehensive exploration of statistical inference, covering likelihood, hypothesis testing, Bayesian statistics, and non-parametric methods for robust data analysis and decision-making.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Non parametric Tests using R Cmdr

Learn to conduct non-parametric tests using Rcmdr with Coursera Project Network. Gain skills to apply the right test for the appropriate dataset.

• Coursera
• 1 hour 55 minutes
• Finished
• Paid Course

Inferential Statistics

3 reviews

Learn to make data-driven inferences using statistical tests. Master significance testing, p-values, and various techniques for different research designs and data types. Includes hands-on practice with free software.

• Coursera
• 7 weeks, 4-8 hours a week
• Finished
• Free Online Course (Audit)

Statistical Methods for Psychological Research - II

Explore statistical inference and hypothesis testing for psychological research. Learn parametric and non-parametric tests, ANOVA, chi-square analysis, and SPSS data handling for effective research methodology.

• Swayam
• 15 weeks
• Finished
• Free Online Course

Математическая статистика и А/В тестирование

Изучение математической статистики и A/B тестирования с практическим применением в Python. Освоение методов проверки гипотез, построения доверительных интервалов и анализа данных.

• Coursera
• 6 weeks
• Finished
• Free Online Course (Audit)

Universidad de Salamanca

Estadística para investigadores: Todo lo que siempre quiso saber

2 reviews

Aprende estadística básica para investigación, desde descriptiva hasta tests no paramétricos. Ideal para estudiantes e investigadores que buscan analizar datos cuantitativos de manera intuitiva y práctica.

• Miríadax
• 6 weeks, 7 hours a week
• Finished
• Free Online Course