Survival Analysis Courses and Certifications

BioinformaticsDotCA

Clinical Genomics and Biomarker Discovery 2010

Explore survival analysis and clinical omics for personalized medicine, delving into cutting-edge approaches in genomics and biomarker discovery.

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

Biostatistics and Epidemiology Lecture Series

Comprehensive lecture series covering essential biostatistics and epidemiology concepts, from basics to advanced topics like probability, statistical inference, and survival analysis.

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

Actuarial Science

Comprehensive exploration of actuarial concepts, covering statistics, economics, and mathematical modeling for risk assessment in insurance and finance.

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

Survival Analysis

Learn key concepts and techniques in survival analysis, including censoring, truncation, life tables, and Kaplan-Meier curves, with practical examples and applications.

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

R Tutorials

Comprehensive R tutorials covering data management, analysis, and visualization, with hands-on exercises using real datasets and practical applications in statistics and data science.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

Conceptual Overviews of Statistical and Data-Analytic Tools and Techniques

Explore key statistical and data analysis methods, from hierarchical regression to survival analysis, with conceptual overviews of advanced techniques and tools.

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

statisticsmatt

Survival Analyses

Learn to generate censored exponential data, derive density and likelihood for censored data, and understand the Kaplan-Meier estimator as a maximum likelihood estimator in R.

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

Essentials of Epidemiology

Explore clinical trial studies, cohort research models, and survival analysis techniques including Kaplan Meier method in epidemiological research.

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

R Tutorials

Comprehensive R tutorials covering bioinformatics, statistics, and data visualization. Learn to analyze gene expression, perform regression, create plots, and conduct survival analysis using R programming.

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

Bioinformatics

Comprehensive bioinformatics tutorials covering RNA-seq analysis, data visualization, statistical methods, and cancer genomics using R and other tools.

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

IEEE

The Attack of the Clones - A Study of the Impact of Shared Code on Vulnerability Patching

Explores impact of shared code on vulnerability patching, revealing delays between patch releases and novel exploitation techniques. Analyzes patch deployment data from millions of hosts to improve cybersecurity strategies.

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

Richard McElreath

Statistical Rethinking 2023 - Modeling Events

Explore statistical modeling for events, covering discrimination, mediation, generative models, and generalized linear models. Learn to analyze and compute interventions, with a bonus on survival analysis.

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

OWASP Foundation

Prove It! - Confronting Security With Data

Explore data-driven methods to measure and improve security capabilities in rapidly scaling businesses, focusing on quantitative strategies and decision analysis techniques.

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

Open Data Science

Deep Learning Survival Analysis for Consumer Credit Risk Modelling

Explore deep learning survival analysis for precise credit risk prediction in consumer lending, combining traditional methods with advanced techniques for improved time-to-event forecasting.

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

LiquidBrain Bioinformatics

Cancer Somatic Mutation Analysis - MAFTOOLS R Package

Learn to analyze cancer somatic mutations using MAFtools R package. Covers importing data, visualization techniques, driver detection, survival analysis, and comparing cancer cohorts for comprehensive mutation insights.

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