Statistical Methods Courses and Certifications

Coursera

Detect AI Anomalies: Real-Time Outliers

Master statistical methods and unsupervised learning to build intelligent early warning systems that detect critical AI anomalies in real-time production environments.

• Coursera
• 2 hours 38 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Minitab Applied Statistics & Hypothesis Testing Mastery

Master applied statistics and hypothesis testing with Minitab through hands-on regression modeling, data analysis, and quality methods for real-world decision-making.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera

Survey Samples: Size and Methods

Master sampling strategies and calculate statistically valid sample sizes for market research, balancing rigor with real-world constraints to deliver trustworthy insights.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Coursera Instructor Network

GenAI for Data Scientist

Explore Generative AI's impact on data science, learning its technical workings and practical applications. Enhance analytical precision and foster innovation in your data-driven projects.

• Coursera
• 2 hours 9 minutes
• On-Demand
• Paid Course

American Psychological Association Microcredential

Research Methods in Psychology

Explore research methods in psychology, from qualitative traditions to quantitative approaches, while learning statistical analysis techniques and ethical considerations for conducting studies with human or animal subjects.

• edX
• On-Demand
• $387.00
• 3 courses

Computational Data Science in Physics II

Master computational methods for physics research, including hypothesis testing, semi-parametric methods, deep learning, and analyzing LHC data to measure W and Z boson properties.

• MITx Online
• 7 weeks, 10-15 hours a week
• On-Demand
• Free Online Course

Packt

Data Analytics for Marketing

Unlock practical marketing analytics skills using Python and statistical methods to transform complex datasets into strategic insights for data-driven marketing decisions.

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

Kyoto-U OCW - Unofficial

家畜育種学・量的遺伝学における統計的手法の過去現在未来 - 第3章

家畜育種学と量的遺伝学における統計的手法の歴史的発展について、メンデル遺伝学以降の創始者たちの貢献を探求する15分のセミナー講演。

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

Instituto de Matemática Pura e Aplicada

Melhor que a Média - Ideias em Estatística Matemática

Explore ideias fundamentais em estatística matemática que superam conceitos convencionais de média, apresentadas no prestigioso Colóquio Brasileiro de Matemática pelo especialista Paulo Orenstein.

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

Medical statistics

17 ratings at OpenLearn

This free course is concerned with some of the statistical methods used in epidemiology and more widely in medical statistics. Section 1 introduces cohort studies in which individuals are ...

• OpenLearn
• 16 hours
• On-Demand
• Free Certificate

ExcelIsFun

Excel Statistical Analysis - Hypothesis Testing - P-Value & Critical Value Methods - 1 Tail Upper

Master hypothesis testing in Excel: learn 5-step process, P-value and Critical Value methods for one-tail upper tests. Practical example using realtor salary data enhances understanding of statistical concepts.

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

AnalystPrep

Statistical Measures and Asset Returns - CFA Level I Quantitative Methods

Master statistical measures and investment analysis techniques for calculating central tendency, dispersion, skewness, kurtosis, and correlation between variables for the CFA® Level I exam.

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

International Centre for Theoretical Sciences

Novel Statistical and Machine Learning Methods for Single Cell Data Analysis

Explore innovative statistical and machine learning techniques for analyzing single-cell data, enhancing understanding of cellular heterogeneity and biological processes at unprecedented resolution.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Alan Turing Institute

Iterative Stochastic Numerical Methods for Statistical Sampling

Explore stochastic algorithms for Bayesian inference, blending molecular dynamics with data analytics. Learn innovative approaches to merge physical laws and data science in engineering applications.

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

Broad Institute

Statistical Genetics: Importance of Using Globally Representative Data Sets and Inclusive Analytical Methods

Dive into statistical genetics with Hailiang Huang, exploring the crucial role of globally representative data sets and inclusive analytical methods in research.

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