Supervised Learning Courses and Certifications

Yannic Kilcher

Supervised Contrastive Learning

Explore a novel supervised learning approach that outperforms cross-entropy loss, improving image classification models' performance and robustness across various architectures and data augmentations.

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

Yannic Kilcher

FixMatch - Simplifying Semi-Supervised Learning with Consistency and Confidence

Explore FixMatch, a powerful semi-supervised learning approach combining consistency regularization and pseudo-labeling for improved model performance with limited labeled data.

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

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore advanced self-supervised learning techniques in computer vision, including PIRL, SwAV, AVID+CMA, and Barlow Twins, to enhance your understanding of representation learning and model training.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video

Alfredo Canziani

Self-Supervised Learning in Computer Vision

Explore self-supervised learning in computer vision, covering pretext tasks, clustering, and contrastive learning. Gain insights into PIRL framework and its evaluation across various applications.

• YouTube
• 2 hours 1 minute
• Self-Paced
• Free Video

Alfredo Canziani

Energy Based Models and Self-Supervised Learning

Explore energy-based models, latent variables, and self-supervised learning. Dive into EBM training, inference, and comparison with probabilistic models. Discover contrastive methods and applications like K-means and BERT.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Stanford CS229 - Machine Learning I Spring 2022

Master supervised and unsupervised learning, neural networks, reinforcement learning, and statistical pattern recognition through Stanford's comprehensive machine learning curriculum.

• YouTube
• 1 day 1 hour 43 minutes
• Self-Paced
• Free Video

Artificial Intelligence with Machine Learning, Deep Learning

737 ratings at Udemy

Artificial Intelligence (AI) with Python Machine Learning and Python Deep Learning, Transfer Learning, Tensorflow

• Udemy
• 22 hours 47 minutes
• Self-Paced
• Paid Course

Machine Learning Online Course

660 ratings at Udemy

Mastering Machine Learning: A Comprehensive Online Course

• Udemy
• 1 hour 10 minutes
• Self-Paced
• Paid Course

Projects in Machine Learning : Beginner To Professional

614 ratings at Udemy

A complete guide to master machine learning concepts and create real world ML solutions

• Udemy
• 15 hours 27 minutes
• Self-Paced
• Paid Course

Machine Learning for Everybody – Full Course

4 ratings

Comprehensive introduction to machine learning concepts and TensorFlow implementation, covering classification, regression, neural networks, and unsupervised learning techniques for beginners.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

Machine Learning with Python

4 ratings

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Machine Learning No-Code Approach: Using Azure ML Studio

583 ratings at Udemy

A hands-on approach to Machine Learning using the easy drag-n-drop environment of Azure Machine Learning Studio

• Udemy
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Learn Machine Learning 101 Class Bootcamp Course NYC

572 ratings at Udemy

Machine Learning 101 Class Bootcamp Course Intro to AI

• Udemy
• 1 hour 23 minutes
• Self-Paced
• Paid Course

Tensorflow and Keras For Neural Networks and Deep Learning

540 ratings at Udemy

Master the Most Important Deep Learning Frameworks (Tensorflow & Keras) for Python Data Science

• Udemy
• 8 hours 2 minutes
• Self-Paced
• Paid Course

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

522 ratings at Udemy

Complete Machine Learning Course with Python for beginners

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