Statistical Methods Courses and Certifications

Measuring Individual Poverty: Correlates and Variation Over Time in Australia

Explore longitudinal Australian poverty data, examining factors influencing household poverty status, persistence patterns, and community correlations from 2006 to 2016.

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

Analytics for Decision Making

25 ratings at edX

Discover the foundational concepts that support modern data science and learn to analyze various data types and quality to make smart business decisions.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

AGU

Quantifying Fractal and Multifractal Scaling Exponents of Geophysics Data

1 review

Explore fractal and multifractal analysis methods for geophysical data, including self-similar and self-affine fractals, with demonstrations of software and applications to atmospheric and climate data.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

NPTEL;  IIT Roorkee

Data Analytics with Python

Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

Data Fluency: Exploring and Describing Data

2627 ratings at LinkedIn Learning

Learn the fundamentals of data fluency and how data can help you make better decisions.

• LinkedIn Learning
• 5 hours 15 minutes
• On-Demand
• Free Trial Available

Data Fluency: Exploring and Describing Data (2019)

2437 ratings at LinkedIn Learning

Learn how anyone, in any industry, can speak the language of data analysis. Find out how to prepare data, explore it visually, and describe it using statistical methods.

• LinkedIn Learning
• 4-5 hours
• On-Demand
• Free Trial Available

STAT 500: Applied Statistics

Comprehensive introduction to probability, distributions, and data analysis for graduate students. Develop skills in applying statistical methods, interpreting results, and using Minitab software for research and reporting.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

STAT 510: Applied Time Series Analysis

Learn to analyze and forecast time series data using ARIMA models, smoothing methods, and advanced techniques. Gain practical skills in R for handling financial, medical, and weather-related temporal data.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

UX Data Analysis

Become a UX data scientist! From qualitative data analysis to big data Web analytics, you will be able to leverage insights from data to make empirically-based recommendations.

• edX
• 6 weeks, 6-9 hours a week
• On-Demand
• Free Online Course (Audit)

MD Anderson Cancer Center

CERTaIN: Observational Studies and Registries

Define several types of observational studies, interpret their results, and describe how health registries can be used to make decisions about best clinical care.

• edX
• 3 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 1 Part 2: Statistical Methods

8 ratings at edX

The second in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science Microcredential

Mathematics and Statistics Fundamentals

Comprehensive introduction to essential mathematical and statistical concepts, methods, and techniques for quantitative careers or further study. Covers calculus, linear algebra, probability, and statistical analysis.

• edX
• 21 weeks, 9-12 hours a week
• On-Demand
• $996.00
• 5 courses

Basics of Statistical Inference and Modelling Using R

7 ratings at edX

Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Quality Design And Control

The objective of the course is to introduce basic concepts and statistical methods employed for assurance of quality in products, processes and systems in an industrial environment

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

Statistics - Vol 6

Master hypothesis testing for two means and proportions in independent and dependent samples, covering large and small sample sizes.

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