Machine Learning Courses and Certifications

Machine Learning Explained - A Guide to ML, AI, and Deep Learning

Discover machine learning fundamentals, AI connections, and deep learning concepts through supervised, unsupervised, and reinforcement learning paradigms with real-world applications.

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

CodeWithHarry

AI and Machine Learning Roadmap

Discover a streamlined roadmap to AI and machine learning without unnecessary complexity, guiding you through essential skills and career-ready knowledge in just 13 minutes.

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

Aladdin Persson

Machine Learning Algorithms - Implementation from Scratch in Python

Discover how to implement popular machine learning algorithms from scratch using Python, covering KNN, regression, clustering, SVM, and neural networks.

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

nanohubtechtalks

Data Analysis, Design of Experiment, and Machine Learning

Master statistical analysis, experimental design, and machine learning fundamentals using MATLAB and Excel for data interpretation and physics-based applications.

• YouTube
• 11 hours 23 minutes
• On-Demand
• Free Video

Wolfram

Zero to AI in 60 Minutes - Machine Learning with Wolfram Language

Master machine learning fundamentals in Wolfram Language through classification, prediction, neural networks, and deployment techniques with practical examples across diverse subjects.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

UofU Data Science

Machine Learning - Spring 2024

Master fundamental ML algorithms from decision trees to neural networks, covering theory, implementation, and practical applications for real-world problem solving.

• YouTube
• 1 day 11 hours 22 minutes
• On-Demand
• Free Video

UofU Data Science

Machine Learning - Spring 2023

Dive into comprehensive machine learning fundamentals covering supervised learning, decision trees, linear models, perceptron, SVMs, neural networks, and Bayesian methods.

• YouTube
• 1 day 13 hours 23 minutes
• On-Demand
• Free Video

UofU Data Science

Machine Learning (Fall 2020)

Master fundamental machine learning algorithms, techniques, and theory through comprehensive university lectures covering supervised learning, ensembles, and advanced topics.

• YouTube
• 1 day 14 hours 24 minutes
• On-Demand
• Free Video

UofU Data Science

Machine Learning (Fall 2017)

Master fundamental machine learning algorithms, techniques, and applications through comprehensive university lectures covering theory and practical implementation.

• YouTube
• 1 day 12 hours 45 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Machine Learning for Digital Humanities

Discover machine learning and neural networks designed specifically for humanities scholars without mathematical backgrounds using TensorFlow and Keras.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Artificial Intelligence and Machine Learning Full Course with C# Examples

Master AI and ML fundamentals through university-level lectures with hands-on C# examples, covering algorithms, neural networks, and practical implementations.

• YouTube
• 1 day 2 hours 30 minutes
• On-Demand
• Free Video

Fields Institute

Machine Learning and Dynamical Systems

Explore cutting-edge research connecting machine learning with dynamical systems through 40+ expert presentations on reservoir computing, Koopman operators, and neural differential equations.

• YouTube
• 20 hours 58 minutes
• On-Demand
• Free Video

Fields Institute

Data-Driven Modelling - Machine Learning and Dynamical Systems

Explore cutting-edge machine learning techniques for modeling complex dynamical systems through data-driven approaches and computational methods.

• YouTube
• 18 hours 28 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Statistical Methods and Machine Learning in High Energy Physics - 2023

Explore advanced statistical methods and machine learning techniques for analyzing high energy physics data, including neural networks, anomaly detection, and simulation-based inference.

• YouTube
• 1 day 14 hours 11 minutes
• On-Demand
• Free Video

Complexity Explorer

Fundamentals of Machine Learning

Explore machine learning types, supervised learning geometry, neural networks, and AI game applications through practical examples and advanced concepts.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video