Markov Models Courses and Certifications

Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

269 ratings at Coursera

探索生物信息学的基本概念、计算方法及其在生物学中的应用,掌握序列比对、数据库搜索、马尔可夫模型等核心技能,为未来研究奠定基础。

• Coursera
• 1 day 1 hour 35 minutes
• On-Demand
• Free Online Course (Audit)

Open Data Science

ODSC London Meet-up - Deep Learning Frameworks

Explore deep learning frameworks, algorithms, and state-of-the-art developments with industry expert Peter Morgan in this comprehensive overview of neural network technologies.

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

Society for Industrial and Applied Mathematics

Essentials of Math Modeling - Session 5 - Probabilistic Models

Explore probabilistic models, including Markov chains and Metropolis-Hastings algorithm, with practical exercises and problem-solving sessions using MATLAB for mathematical modeling applications.

• YouTube
• 1 hour 49 minutes
• On-Demand
• Conference Talk

Probabilistic AI School

Introduction to Probabilistic Models - Probabilistic AI School

Explore probabilistic models, their applications, and fundamental concepts in this comprehensive introduction by Silja Renooij at the Nordic Probabilistic AI School.

• YouTube
• 2 hours 10 minutes
• On-Demand
• Free Video

Probabilistic AI School

Introduction to Probabilistic Models - Lecture 1

Explore probabilistic models, their applications, and fundamental concepts in this comprehensive introduction by Silja Renooij at the Nordic Probabilistic AI School.

• YouTube
• 2 hours 11 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Probabilities and Language Models - 2009

Explore probabilistic language modeling techniques and their applications in natural language processing with expert insights from Jason Eisner.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

PoreLab

Fluid Mixing in Porous Media Flows of Arbitrary Complexity

Explore fluid mixing in complex porous media flows using advanced stochastic methods. Learn to predict mixing and dispersion across scales, from simple to chaotic systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Stanford Department of Medicine

Approaches to Modeling Gastric Cancer - 2022 Gastric Cancer Summit

Explore modeling approaches for gastric cancer, including traditional endpoints, clinical trials, and advanced analytical techniques like microsimulation and cost-effectiveness analysis.

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

International Centre for Theoretical Sciences

Asymptotics of Invariant Measures of Mean-field Markov Models on Countable State Spaces

Explore asymptotics of invariant measures in mean-field Markov models on countable spaces. Gain insights into network science, probability theory, and applications in complex systems and data analysis.

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

生物信息学: 导论与方法

188 ratings at Coursera

探索生物信息学前沿,掌握序列分析、新一代测序数据处理等核心方法,学习如何开发新算法和软件,并通过实例了解生物信息学在生命科学研究中的应用。

• Coursera
• 26 hours
• On-Demand
• Free Online Course (Audit)

机器学习概论

Dive into machine learning fundamentals, algorithms, and practical applications through theoretical concepts and hands-on analysis. Master key methodologies from decision trees to support vector machines.

• XuetangX
• On-Demand
• Free Online Course

Wuhan University

空间分析

Master spatial analysis techniques and methods for extracting geographic insights, from basic principles to advanced applications in GIS, with hands-on practice using 16 real-world case studies.

• XuetangX
• On-Demand
• Free Online Course

Chengdu Normal University

数学建模与数学实验

Master mathematical modeling through practical examples, statistical analysis, and diverse models like optimization, differential equations, and neural networks. Learn essential software tools and competition problem-solving techniques.

• XuetangX
• On-Demand
• Free Online Course

Cost Effectiveness and Decision Making for Health Care

Learn to evaluate healthcare programs using economic principles, focusing on cost-effectiveness analysis, QALYs, decision trees, and Markov models for informed decision-making in healthcare services.

• Coursera
• 23 hours 46 minutes
• Finished
• Free Online Course (Audit)