Statistical Methods Courses and Certifications

Simons Institute

Distribution Testing - Hypothesis Testing from Very Little or Very Private Data

Explore hypothesis testing techniques for distribution analysis using limited or private datasets, focusing on sublinear algorithms and their applications in data science.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Rank Aggregation Methods in Network Meta-Analysis

Discover rank aggregation techniques for synthesizing evidence across multiple treatment comparisons in network meta-analysis frameworks.

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

International Centre for Theoretical Sciences

Tools of High Dimensional Data - Lecture 3

Explore high-dimensional data analysis techniques with Bruce Walsh, focusing on advanced tools and methods for complex datasets in biological evolution and genetics.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Labroots

Reference Intervals: Establishment, Use, and Pitfalls in Laboratory Medicine

Explore the principles and methodologies for establishing laboratory reference intervals, focusing on direct and indirect methods, with practical insights using PTH measurement as a case study.

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

International Centre for Theoretical Sciences

Point Estimation Combining Measurements and Fitting - Lecture 2

Explore advanced statistical techniques for point estimation, measurement combination, and data fitting in high-energy physics, enhancing analysis skills for complex experimental data.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Suppressing Variance in Cosmological Simulations - How I Learned to Stop Worrying and Love the Noise

Discover advanced techniques for reducing variance in cosmological simulations to achieve accurate theoretical predictions in precision cosmology research.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Statistics Fundamentals

356 ratings at Corporate Finance Institute

Explore the landscape of statistics and learn how to: Select the right approach for a specific statistics problem Generate descriptive statistics using Excel’s Data Analysis ToolPak Run a statistical test and interpret the results in Excel

• Corporate Finance Institute
• 1 hour 52 minutes
• On-Demand
• Paid Course

Foundations of strategic business analytics

8 reviews

Aprenda a aplicar análise estatística em contextos empresariais, desde marketing até recursos humanos. Desenvolva habilidades em análise, TI, negócios e comunicação para gerar insights acionáveis e eficientes.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Paid Course

International Centre for Theoretical Sciences

Statistical Methods and Machine Learning in High Energy Physics - 2023

Explore advanced statistical methods and machine learning techniques for analyzing high energy physics data, including neural networks, anomaly detection, and simulation-based inference.

• YouTube
• 1 day 14 hours 11 minutes
• On-Demand
• Free Video

Microcredential

Statistical Methods for Computer Science

Master advanced probability and statistical modeling techniques for data analysis, from fundamental concepts to computational methods, using R programming for real-world applications.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Advanced Probability and Statistical Methods

Master advanced probability concepts through joint distributions, statistical testing, and Markov chains, building expertise in data analysis and statistical inference for real-world applications.

• Coursera
• 1 day 23 hours 46 minutes
• On-Demand
• Paid Course

Data Privacy and Anonymization in R

Publicly release data sets with a differential privacy guarantee.

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

Time Series Analysis in Tableau

In this course, you’ll learn to classify, treat and analyze time series; an absolute must, if you’re serious about stepping up as an analytics professional.

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

Cleaning Data in Java

Master data cleaning in Java using statistical methods, transformations, and validation for reliable apps.

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

Índice de Precios de Inmuebles Residenciales

Este curso, presentado por el Departamento de Estadística, presenta los conceptos, fuentes de datos y métodos de compilación utilizados para la producción del Índice de Precios de Inmuebles Residenciales (IPIR).

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