Statistical Methods Courses and Certifications

Indice des prix de l'immobilier résidentiel

Ce cours, offert par le Département des statistiques, présente les concepts, les sources de données et les méthodes d’établissement utilisés pour la production des Indices des prix de l'immobilier résidentiel (IPIR).

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

NPTEL-NOC IITM

Statistical Methods in Hypothesis Testing: Z-Test and T-Test - Part 1

Explore statistical methods for hypothesis testing, focusing on z-test and t-test applications and their significance in data analysis.

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

Bayesian Statistical Concepts and Methods

Master Bayesian methods for data analysis using posterior distributions, MCMC algorithms, and hierarchical models with R and Stan platform implementation.

• Coursera
• 5 hours 30 minutes
• On-Demand
• Paid Course

Statistical Methods

10 ratings at Coursera

Learn statistical methods through real-life examples, R programming, and probability experiments. Develop skills in data analysis, visualization, and interpretation using RStudio. Gain practical insights applicable to various fields.

• Coursera
• 11 hours 52 minutes
• On-Demand
• Paid Course

Tipping the Iceberg - Developing Statistical Methods to Estimate Lost Fourteenth Century Musical Pieces - Video 32a

Discover statistical methods for estimating lost 14th-century musical pieces through computational analysis and historical data reconstruction techniques.

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

International Centre for Theoretical Sciences

Statistical Methods and Machine Learning in High Energy Physics - Project Presentation Session 2

Explore cutting-edge statistical methods and machine learning applications in high energy physics through expert presentations, fostering collaboration and innovation in data-driven research.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 3

Explore advanced statistical techniques for analyzing particle physics data, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.

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

Computational Genomics Summer Institute CGSI

Methods for Analyzing Biobank Data: Statistical, Computational, and Privacy Challenges

Explore statistical, computational, and privacy challenges in analyzing biobank data. Learn scalable methods for estimating SNP heritability, variance components, and gene-environment interactions in complex traits.

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

Kyoto-U OCW - Unofficial

Research Integrity: Statistical Methods for Monitoring Data Integrity - Part 1

Discover statistical methods for monitoring data integrity in research, focusing on techniques to identify truthful results and detect potential research misconduct in clinical trials.

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

Computational Genomics Summer Institute CGSI

Statistical and Computational Methods for Cell Type Deconvolution in Spatial Transcriptomics

Explore statistical and computational approaches for identifying cell types in spatial transcriptomics data through advanced deconvolution methods and practical applications.

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

Conference GSI

Statistical Methods for Medical Image Processing and Reconstruction

Explore statistical methods for medical image processing and reconstruction, from basic to advanced Bayesian approaches, across various imaging modalities.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Ball State University

Statistical Methods for Data Science

Master statistical methods and probability theory for data science through hands-on applications in R, covering distributions, inference, multivariate analysis, and real-world problem-solving techniques.

• Coursera
• 1 day 15 hours 59 minutes
• On-Demand
• Paid Course

EDUCBA

Analyze and Apply Statistical Methods Using Minitab

Master statistical analysis and data-driven decision-making through hands-on Minitab applications, from descriptive statistics to advanced process control and measurement systems.

• Coursera
• 9 hours 17 minutes
• On-Demand
• Paid Course

Statistical Methods - Biostatistics

Comprehensive biostatistics training covering hypothesis testing, z-test, t-test, chi-square test, F-test, and ANOVA. Includes theory, applications, and problem-solving for robust statistical analysis in biological research.

• YouTube
• 7 hours
• On-Demand
• Free Video

Jonathan Walters

Statistical Methods

Comprehensive lectures on statistical methods covering probability, distributions, hypothesis testing, and regression, with practical examples and review problems.

• YouTube
• 23 hours
• On-Demand
• Free Video