Stochastic Processes Courses and Certifications

Microcredential

Foundations of Probability and Statistics

345 ratings at Coursera

Master probability, statistics, and stochastic processes with direct applications to data science and AI through three comprehensive mathematical foundations.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Theory of Credit Risk Models

496 ratings at Udemy

Master credit risk fundamentals, from identification to management, with focus on mathematical models, migration analysis, and portfolio strategies. Ideal preparation for actuarial exams SP9/CM2/CP1.

• Udemy
• 3 hours 50 minutes
• On-Demand
• Paid Course

Stochastic Calculus

243 ratings at Udemy

Learn or refresh your stochastic calculus with a full lecture, practical examples and 20+ exercises and solutions.

• Udemy
• 2 hours 33 minutes
• On-Demand
• Paid Course

Discrete-Time Markov Chains and Monte Carlo Methods

Explore discrete-time Markov chains, Monte Carlo methods, and their applications in AI, reinforcement learning, and stochastic simulation with mathematical rigor.

• Coursera
• 1 day 8 hours 32 minutes
• On-Demand
• Paid Course

Neuronal Dynamics

The activity of neurons in the brain and the code used by these neurons is described by mathematical neuron models at different levels of detail.

• edX
• 7 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Derivatives

Explore derivative pricing models, financial markets, and numerical methods. Master discrete and continuous time techniques, fixed income products, and Monte Carlo option pricing.

• Coursera
• 8 hours 9 minutes
• On-Demand
• Paid Course

The Actuarial Science Collection

139 ratings at Udemy

Gain insights into comprehensive actuarial science fundamentals, covering risk management, financial mathematics, investments, survival models, and professional practices for aspiring actuaries.

• Udemy
• 12 hours 18 minutes
• On-Demand
• Paid Course

Pricing Options with Mathematical Models

39 ratings at Coursera

Explore mathematical models for pricing options and financial derivatives, covering discrete and continuous-time models, stochastic calculus, and applications in risk management and fixed income markets.

• Coursera
• 2 days 21 hours 9 minutes
• On-Demand
• Paid Course

Introductory Statistics : Basic Ideas and Instruments for Statistical Inference

1 review

This course utilizes real-life applications of Statistics in an exploration of the Statistical Inferenceprocess.

• edX
• 4 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Topics in Mathematics with Applications in Finance

Explore mathematical concepts and techniques used in finance through linear algebra, probability, stochastic processes, and numerical methods with MIT experts and industry professionals.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Banach Center

Podejście Graficzne do Wielowymiarowych Procesów Hawkes'a

Poznaj graficzne podejście do analizy wielowymiarowych procesów Hawkes'a w zastosowaniach matematycznych.

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

Banach Center

Telegraphic Multifractional Brownian Motion and Its Applications

Explore telegraphic multifractional Brownian motion, its applications in biological experiments, and the stochastic process behind smooth telegram processes and trajectories.

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

Banach Center

Rational Multiple Stopping Strategies with Application

Odkryj strategie wielokrotnego zatrzymywania i ich zastosowania w matematyce. Poznaj racjonalne podejście do problemów decyzyjnych w różnych dziedzinach.

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

Institut des Hautes Etudes Scientifiques (IHES)

Cartes Aléatoires - Entre Croissance et Fragmentation

Explorez les liens fascinants entre cartes aléatoires et processus de croissance-fragmentation dans cette conférence captivante sur les surfaces aléatoires et la dynamique des particules.

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

IPhT-TV

The Continuum Schaeffer BDG Bijection - 25 Years Later

Explore la bijection continue de Schaeffer-BDG et sa relation avec la sphère brownienne, révélant comment construire des espaces métriques aléatoires à partir d'arbres étiquetés continus.

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