Statistical Inference Courses and Certifications

IEEE

Cookbook Lower Bounds for Statistical Inference in Distributed and Constrained Settings - Part 1

Explore statistical inference in distributed and constrained settings, focusing on lower bounds, protocols, and models for discrete distributions and high-dimensional domains.

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

IEEE

Cookbook - Lower Bounds for Statistical Inference in Distributed and Constrained Settings - Part 4

Explore statistical inference in distributed and constrained settings, focusing on lower bounds, simulation techniques, and non-interactive inference methods.

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

Alan Turing Institute

Statistical Inference for Networks - Professor Gesine Reinert, University of Oxford

Explore network analysis, from basic concepts to advanced statistical methods, covering degree distributions, clustering coefficients, and mathematical models for understanding complex interconnected systems.

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

Chemometrics & Machine Learning in Copenhagen

Statistical Inference of Omics Data with Variable-Selection

Learn statistical inference techniques for omics data analysis, focusing on variable selection methods to enhance spectral matching and predict molecular structures from LC-MS/MS spectra using chemometrics and deep learning approaches.

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

Finnish Center for Artificial Intelligence FCAI

Noise-Aware Statistical Inference with Differentially Private Synthetic Data

Explore noise-aware statistical inference techniques for differentially private synthetic data, combining multiple imputation and Bayesian modeling to produce accurate uncertainty estimates for population-level quantities.

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

International Centre for Theoretical Sciences

Hands-on with Statistical Inference from Cosmological Signal

Gain insights into statistical inference techniques for cosmological signals with hands-on demonstrations, focusing on radio astronomy applications relevant to the Square Kilometre Array (SKA) project.

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

TheIACR

Cryptographic Hardness and Statistical Inference

Explore cryptographic hardness and statistical inference in this invited talk by Andrej Bogdanov from TCC 2024, chaired by Elette Boyle.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Model-X Statistical Inference for GWAS Data

Discover Model-X statistical inference methods for analyzing genome-wide association study data with advanced computational techniques and real-world applications.

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

Simons Institute

User-Level and Federated Local Differential Privacy in Statistical Inference

Explore fundamental statistical inference challenges in distributed data systems with differential privacy constraints across servers and users, focusing on privacy-preserving information transmission.

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

International Centre for Theoretical Sciences

Statistical Inference of Fast Radio Burst Environments

Explore statistical methods for analyzing Fast Radio Burst environments and their cosmic implications through advanced astrophysical inference techniques.

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

Computational Genomics Summer Institute CGSI

Deep Learning for Statistical Inference in Imaging Genetics

Explore deep learning methods for statistical inference in imaging genetics, covering transferGWAS techniques and two-sample testing approaches for genomic image analysis.

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

London School of Economics and Political Science

Statistics 2 Part 2: Statistical Inference

The final part in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Data Analysis for Management

Master data-driven decision making with statistical analysis, Tableau visualization, and forecasting techniques to transform organizational insights into compelling business narratives.

• GetSmarter
• 8 weeks, 8 hours a week
• 1st Apr, 2026
• Paid Course

Statistical Inference

Comprehensive exploration of statistical inference, covering likelihood, hypothesis testing, Bayesian statistics, and non-parametric methods for robust data analysis and decision-making.

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

Statistical Inference Concept Statistics for Beginners

Comprehensive introduction to statistical inference concepts, covering sampling distributions, confidence intervals, hypothesis testing, and more. Ideal for beginners seeking a solid foundation in statistical analysis.

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