Statistical Analysis Courses and Certifications

Centrum Fizyki Teoretycznej PAN

Statistical Analysis in Cosmology: Goodness-of-Fit and Model Selection - Part 2

Explore advanced statistical methods in cosmology, including model selection, MCMC, chi-square, and p-value analysis for robust data interpretation.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Centrum Fizyki Teoretycznej PAN

Statistical Analysis in Cosmology - Part 1

Explore Bayesian statistics, likelihood sampling, chi-square, and covariance matrix in cosmology. Learn parameter estimations in 2-point statistics and Markov Chain Monte Carlo.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 4

Statistical techniques for particle physics data analysis, covering advanced methods and applications in experimental high-energy physics research.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 2

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

• YouTube
• 2 hours
• Self-Paced
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 1

Explore statistical methods for particle physics data analysis, covering fundamental concepts and techniques essential for researchers in high-energy physics experiments.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Statistical Data Analysis and Machine Learning for Neutrino Physics - Lecture 1

Introduction to statistical data analysis and machine learning techniques for neutrino physics research, covering fundamental concepts and applications in experimental analysis.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

OWASP Foundation

Devil in the Haystack - Application Security Through Statistical Analysis and Machine Learning

Exploring statistical and machine learning techniques for in-app security at Salesforce. Focuses on adaptive, data-driven approaches for detecting and preventing attacks and abuses on the platform.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Python Tutorials for Digital Humanities

Accelerating Pandas with NVIDIA's cuDF: Basic Statistical Analysis and Data Cleaning - Episode 6

Discover how to accelerate statistical analysis and data cleaning on large datasets using NVIDIA's cuDF, a GPU-powered alternative to Pandas, with performance comparisons between CPU and GPU processing.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

Statistical Frontiers in GxE Meta-analysis for Coronary Artery Disease - Lessons from UK Biobank and All of Us

Explore advanced statistical methods for gene-environment interaction meta-analysis in coronary artery disease using UK Biobank and All of Us data insights.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

DigitalSreeni

Statistical Analysis in Python - Comparing Multiple Groups with ANOVA - Tutorial 6

Master ANOVA for comparing multiple groups in Python, covering F-statistics, assumptions, post-hoc testing, and non-parametric alternatives using real datasets.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

mcRigor - A Statistical Method to Enhance the Rigor of Metacell Partitioning in Single-Cell Data Analysis

Discover mcRigor, a statistical method that enhances metacell partitioning rigor in single-cell RNA-seq data analysis for more reliable computational genomics research.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

USENIX

Anomaly Detection in Time Series from Scratch Using Statistical Analysis

Discover how to implement statistical-based anomaly detection in time series data using Grafana, focusing on visualization, prediction accuracy, and dashboard code implementation.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Statistical Analysis: An Approach of Modelling Turbulence - Lecture 1

Explore statistical analysis methods for turbulence modeling, including types of averages and analytical approaches.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Objective-See Foundation

From Bits to Behavior - Detecting macOS Command and Control Through Statistical Analysis

Uncover statistical methods to detect macOS command & control communication by analyzing log patterns, timing irregularities, and implementing detection using OSQuery and Filebeat.

• YouTube
• 24 minutes
• Self-Paced
• Free Video