Probabilistic Machine Learning Courses and Certifications

UofU Data Science

Probabilistic Machine Learning - Lecture 10

Dive into advanced data science concepts through a comprehensive university-level lecture covering key theoretical and practical aspects of modern data analysis and machine learning.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 9

Dive into advanced data science concepts through comprehensive lecture coverage of key theoretical principles and practical applications in modern computational methods.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 7

Dive into advanced data science concepts through a comprehensive graduate-level lecture covering key theoretical foundations and practical applications in modern data analysis and machine learning.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 6

Dive into advanced data science concepts through comprehensive coverage of key principles and methodologies used in modern computational analysis and problem-solving.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 5

Dive into advanced data science concepts through a comprehensive university-level lecture covering key theoretical and practical aspects of modern data analysis and machine learning.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 4

Dive into advanced data science concepts through a comprehensive university-level lecture covering key theoretical foundations and practical applications in the field.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 3

Dive into advanced data science concepts through a comprehensive graduate-level lecture covering key theoretical foundations and practical applications in modern data analysis.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

UofU Data Science

Probabilistic Machine Learning - Lecture 2

Dive into fundamental data science concepts and advanced computational techniques through comprehensive lecture materials from the University of Utah's graduate-level program.

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

UofU Data Science

Probabilistic Machine Learning - Lecture 1

Dive into foundational concepts of probabilistic machine learning, covering key mathematical principles and theoretical frameworks essential for advanced data science applications.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

VinAI

Probabilistic and Machine Learning Approaches for Autonomous Robots and Automated Driving

Explore probabilistic and machine learning approaches for autonomous robots and automated driving, focusing on robust perception and action execution in uncertain environments.

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

University of Tübingen

Statistical Machine Learning

2 ratings

Comprehensive exploration of machine learning concepts, from basic algorithms to advanced topics like kernels, dimensionality reduction, and clustering, with insights on societal impact and practical applications.

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Online Course

Stanford CS109 - Future of Probability - Lecture 28

Explore the future of probability in computer science with Stanford's expert insights, covering advanced concepts and their applications in emerging technologies.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Probability Methods in Civil Engineering

Comprehensive exploration of probability concepts, distributions, and statistical methods applied to civil engineering problems, enhancing analytical skills for real-world applications.

• YouTube
• 1 day 13 hours
• Self-Paced
• Free Video

Probabilistic Methods in Combinatorics - Fall 2024

Discover powerful probabilistic techniques for solving complex combinatorial problems, including Ramsey theory, extremal set theory, and random graph analysis.

• YouTube
• 3 hours 37 minutes
• Self-Paced
• Free Video

Australian Water School

Dam Safety Modelling Using McBreach

1 rating

Leverage Monte Carlo simulations in HEC-RAS for probabilistic dam breach analysis, enhancing risk management and decision-making in the face of aging infrastructure and climate uncertainties.

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