Bayesian Statistics Courses and Certifications

Generative AI for Healthcare Students and Professionals

19 ratings at Coursera

Explore generative AI's impact on healthcare through case studies, ethics, and future perspectives, equipping students and professionals with balanced, practical knowledge.

• Coursera
• 13 hours 36 minutes
• Self-Paced
• Paid Course

Probability for Statistics and Data Science

1235 ratings at Udemy

Probability for improved business decisions: Introduction, Combinatorics, Bayesian Inference, Distributions

• Udemy
• 3 hours 40 minutes
• Self-Paced
• Paid Course

EDUCBA

Data Science with Python: Analyze & Visualize

15 ratings at Coursera

Master Python programming for data analysis, visualization, and machine learning with hands-on projects covering statistics, regression, and real-world applications.

• Coursera
• 8 hours 59 minutes
• Self-Paced
• Paid Course

Career Certificate

Practical Machine Learning: Foundations to Neural Networks

Master probability, statistics, and neural networks to build rigorous machine learning models from linear regression to deep learning applications.

• Coursera
• 12 weeks, 8 hours/week
• Self-Paced
• Paid Course
• 3 courses

Foundations for Machine Learning

Master essential probability distributions and Bayesian vs frequentist perspectives to build a strong mathematical foundation for machine learning and data science applications.

• Coursera
• 21 hours 28 minutes
• Self-Paced
• Paid Course

Bayesian Inference Fundamentals

Master Bayesian inference from Bayes' theorem to MCMC methods, covering conjugate priors, credible intervals, Gibbs sampling, and Variational Inference for data-driven decision-making across industries.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Advanced Bayesian Methods and Applications

Master advanced Bayesian inference with variational inference, decision theory, and non-parametric methods. Use PyMC3 for probabilistic programming and apply models to sports analytics and medicine.

• Coursera
• 6 weeks, 4 hours a week
• Self-Paced
• Paid Course

Modeling Time Series and Sequential Data

Aprenda a modelar séries temporais e dados sequenciais usando abordagens tradicionais, bayesianas e de aprendizado de máquina. Explore técnicas avançadas de previsão e combine diferentes métodos para melhorar a precisão.

• Coursera
• 12 hours 15 minutes
• Self-Paced
• Paid Course

Problem Solving Skills and Critical Thinking

Master a seven-step problem-solving framework based on Bulletproof Problem Solving, using MECE logic trees, scenario analysis, and storytelling to tackle complex challenges in personal and professional contexts.

• Coursera
• 11 hours 2 minutes
• Self-Paced
• Paid Course

Packt

Principles of Data Science

Master the full data science lifecycle, from data preparation to advanced ML techniques, while exploring ethical AI considerations and hands-on case studies for real-world decision-making.

• Coursera
• 1 day 7 hours 23 minutes
• Self-Paced
• Paid Course

Probabilistic Systems Analysis and Applied Probability

This course introduces students to the modeling, quantification, and analysis of uncertainty.

• MIT OpenCourseWare
• 32 hours
• Self-Paced
• Free Video

The Royal Institution

Is Reality a Controlled Hallucination? - Exploring Consciousness and Perception

Explore consciousness as a controlled hallucination through innovative theories and experiments. Delve into perception, self-awareness, and the nature of reality with neuroscientist Anil Seth.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Decision-Making in High-Stress Situations

478 ratings at Udemy

Transform Stress into Success: Enhance Emotional Intelligence and Crisis Management Skills

• Udemy
• 1 hour 47 minutes
• Self-Paced
• Paid Course

Comprehensive resource for probability, statistics, and random processes, featuring textbook, video lectures, online calculators, and solutions manual for engineering and mathematics students.

• Independent
• Self-Paced
• Free Online Course

Expert evidence and forensic science in the courtroom

10 ratings at OpenLearn

Explore the law of expert evidence in courtrooms, covering admissibility, expert duties, statistical analysis, and landmark miscarriage of justice cases like Sally Clark.

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