Supervised Learning Courses and Certifications

Google Earth Engine for Machine Learning & Change Detection

504 ratings at Udemy

Become an expert in spatial analysis & Remote Sensing machine learning for land use and land cover mapping in GEE

• Udemy
• 6 hours 17 minutes
• Self-Paced
• Paid Course

Coding Train

Beginner's Guide to Machine Learning in JavaScript with ml5.js

Discover machine learning fundamentals through creative JavaScript projects using p5.js and ml5.js libraries for interactive media art and real-time applications.

• YouTube
• 10 hours 11 minutes
• Self-Paced
• Free Video

Practical Machine Learning for Data Scientists

389 ratings at Udemy

Master practical machine learning fundamentals using Python libraries to build supervised and unsupervised models for classification, regression, and clustering tasks while implementing end-to-end ML pipelines.

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

AI/ML Foundations for Absolute Beginners (AgenticAI + MLOps)

385 ratings at Udemy

Build a Solid Conceptual Foundation on Machine Learning, Large Language Models (LLMs) and Agentic AI along with MLOps

• Udemy
• 4 hours 19 minutes
• Self-Paced
• Paid Course

Practical Guide to AI & ML: Mastering Future Tech Skills

386 ratings at Udemy

Artificial Intelligence & Machine Learning: Practical Training for Real-World Applications & Skills Development

• Udemy
• 1 day 7 hours 57 minutes
• Self-Paced
• Paid Course

Consistency-Based Semi-Supervised Learning for Object Detection

Explore semi-supervised learning for object detection, focusing on consistency-based approaches. Learn about loss functions, background elimination, and experimental results in this concise presentation.

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

Yannic Kilcher

Dynamical Distance Learning for Semi-Supervised and Unsupervised Skill Discovery

Explore dynamical distance learning for reinforcement agents, enhancing policy learning through state distance estimation. Discover applications in semi-supervised and unsupervised skill acquisition.

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

DigitalSreeni

Semi-Supervised Learning with GANs in Keras

Explore semi-supervised learning with GANs in Keras, focusing on training discriminators as classifiers using limited labeled data for improved accuracy compared to traditional CNNs.

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

DigitalSreeni

Semi-Supervised Learning with GANs

Explore semi-supervised learning with GANs, focusing on training discriminators as classifiers using limited labeled data for improved accuracy compared to traditional CNNs.

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

Alfredo Canziani

Self-Supervised Learning and Variational Inference

Explore self-supervised learning, variational inference, and advanced deep learning concepts with Yann LeCun. Gain insights into GANs, sparse modeling, and Variational Autoencoders (VAEs) in this comprehensive lecture.

• YouTube
• 1 hour 55 minutes
• Self-Paced
• Free Video

Semi-Supervised Learning - Cats, Dogs and AI Magic

Discover how AI differentiates between cats and dogs through semi-supervised learning techniques, exploring wrapper methods and clustering for efficient model training.

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

Harvard CMSA

Self-Supervised Learning, JEPA, World Models, and the Future of AI

Discover cutting-edge AI concepts including self-supervised learning, JEPA architecture, and world models from renowned expert Yann LeCun in this Harvard lecture.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Oxen

Understanding I-JEPA: A Non-Generative Approach to Self-Supervised Learning from Images

Dive into Meta AI's I-JEPA framework for self-supervised image learning, exploring its architecture, methodology, and advantages over traditional approaches in computer vision and neural networks.

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

Discover AI

SRL - NEW AI Training - Supervised Reinforcement Learning From Expert Trajectories to Step-wise Reasoning

Discover Google's breakthrough Supervised Reinforcement Learning method that transforms expert trajectories into step-wise reasoning for advanced AI training and decision-making.

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

Neuro Symbolic

ML Foundations II - Supervised Learning

Dive into supervised learning fundamentals covering random forests, linear regression, gradient descent, regularization, and SVMs with practical ML applications.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video