Statistical Models Courses and Certifications

Machine Learning with Python

4 ratings

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Differential Gene Expression Analysis - Your Complete A to Z

512 ratings at Udemy

Become a bioinformatic analysis master: qPCR, RNAseq, Functional Genomics, Transcriptomics, R, RStudio, TUXEDO pipeline

• Udemy
• 8 hours 41 minutes
• Self-Paced
• Paid Course

StatQuest with Josh Starmer

Linear Regression, Clearly Explained

Clear explanation of linear regression concepts, including least squares, R-squared, multivariable models, p-values, and F-distribution. Ideal for beginners seeking a solid foundation in statistical analysis.

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

Complete Time Series Data Analysis Bootcamp In R

445 ratings at Udemy

Learn How To Work With Time Series/Temporal Data Using Statistical Modelling & Machine Learning Techniques In R

• Udemy
• 5 hours 39 minutes
• Self-Paced
• Paid Course

IBM SPSS Modeler: Getting Started

425 ratings at Udemy

Learn how to do Data Mining using IBM SPSS Modeler.

• Udemy
• 4 hours 9 minutes
• Self-Paced
• Paid Course

Univariate continuous distribution theory

2 ratings at OpenLearn

This free course looks at a number of the basic properties of statistical models. Section 1 is concerned with the distributions of continuous random variables which are described by their ...

• OpenLearn
• 10 hours
• Self-Paced
• Free Certificate

Richard McElreath

Statistical Rethinking 2023 - Multilevel Models

Explore multilevel models, partial pooling, and hyperparameter tuning through practical examples like reedfrogs. Learn advanced techniques for statistical analysis and model optimization.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Harvard CMSA

GRAMSIA - Graphical Models, Statistical Inference, and Algorithms

Explore cutting-edge mathematical foundations of graphical models, statistical inference algorithms, and their connections across mathematical sciences through expert presentations.

• YouTube
• 12 hours 27 minutes
• Self-Paced
• Free Video

Statistics for Business Analytics: Data Analysis with Excel

217 ratings at Udemy

Improve your Statistics & Analysis Skills. Enhance your Business and Data Analytics with Statistical Modelling & Excel.

• Udemy
• 5 hours 36 minutes
• Self-Paced
• Paid Course

Predict NFL game winners using machine learning and Python. Identify key team stats for victory through feature importance analysis.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Kavli Institute for Theoretical Physics

Integrability in One Dimensional Classical Non-Equilibrium Statistical Mechanical Models

Explore integrability in one-dimensional classical non-equilibrium statistical mechanical models with Tomohiro Sasamoto. Gain insights into recent advances and applications in mathematical physics and condensed matter theory.

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

Institute for Pure & Applied Mathematics (IPAM)

Embeddings and Statistical Mechanics in Planar Ising Models - Part 1

Explore connections between criticality, exact solvability, and geometric embeddings in planar Ising models through this advanced statistical mechanics lecture at UCLA's IPAM.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

Statistical Methods for Cancer Risk Prediction Models - CGSI 2023

Explore statistical methods for cancer risk prediction models, focusing on Bayesian approaches and applications to Li-Fraumeni syndrome and personalized risk assessment for cancer survivors.

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

Institut des Hautes Etudes Scientifiques (IHES)

Statistical Models on Random Regular Graphs

Explore statistical models on random regular graphs, focusing on matrix-forest theorem, Parisi-Sourlas trick, and applications to 2D quantum gravity and spanning forests.

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

NPTEL-NOC IITM

Statistical Multipath Channel Models - Part 2

Delve into statistical fading models including Rayleigh and Rician fading in multipath channel environments.

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