Semi-supervised Learning Courses and Certifications

Consistency-Based Semi-Supervised Learning for Object Detection

Explore object detection and semi-supervised learning in a short program from the University of Central Florida, covering terminologies, loss functions, and experiment results.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Semi-Supervised Learning with GANs in Keras

Learn semi-supervised learning with generative adversarial networks in less than an hour with DigitalSreeni. Ideal for handling large, partially labeled datasets, enhancing accuracy.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Semi-Supervised Learning with GANs

Learn semi-supervised learning with generative adversarial networks (GANs) in under an hour with DigitalSreeni. Enhance your skills in training models on partially labeled images for improved accuracy.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Big Self-Supervised Models Are Strong Semi-Supervised Learners

Explore SimCLRv2's benefits in semi-supervised learning with Yannic Kilcher in under an hour. Learn about pre-training, contrastive loss, supervised fine-tuning, and more.

• YouTube
• 38 minutes
• On-Demand
• Free Online Course

Graham Neubig

Neural Nets for NLP 2020 - Unsupervised and Semi-supervised Learning of Structure

Explore unsupervised and semi-supervised learning of structure in NLP with Graham Neubig's 1-2 hour material, covering design decisions, examples, and methods.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Data-Efficient AI for Accelerating MRI Acquisition

Stanford University offers a brief, insightful talk on using physics-guided AI to accelerate MRI acquisition, focusing on unsupervised and semi-supervised approaches.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

What are GAN's actually- from underlying math to python code

30 ratings at Udemy

Learn to build basic Generative Adversarial Networks (GANs) with Python, understand underlying math, and train your own model using Tensorflow & Keras in this 3-4 hour course.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Artificial Intelligence Foundations: Machine Learning

3668 ratings at LinkedIn Learning

Learn how to use machine learning to make better decisions and find patterns in your data.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing

Explore semi-supervised video object segmentation using capsule routing with the University of Central Florida. Less than 1-hour workload.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Launchpad

Big Self-Supervised Models are Strong Semi-Supervised Learners

Dive into semi-supervised learning with big self-supervised models in less than an hour with Launchpad. Explore methods, empirical results, and broader impacts.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Edan Meyer

This AI Learns from YouTube

Edan Meyer's brief study on OpenAI's paper about training an AI to play Minecraft using imitation and reinforcement learning, with a focus on semi-supervised learning.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Aleksa Gordić - The AI Epiphany

Graph Convolutional Networks - GNN Paper Explained

Dive deep into Graph Convolutional Networks with Aleksa Gordić's AI Epiphany, exploring methods, variations, and limitations in under an hour.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

HyperTransformer - Model Generation for Supervised and Semi-Supervised Few-Shot Learning

Explore few-shot learning and meta-learning with Yannic Kilcher's 1-2 hour material, featuring an interview with author Andrey Zhmoginov and a deep dive into the HyperTransformer model.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Online Course

Simons Institute

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Explore robust deep learning with Microsoft Research's Jerry Li, in a short program by Simons Institute. Learn about adversarially trained smoothed classifiers, gradients, and more.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Alfredo Canziani

Low Resource Machine Translation

Explore machine translation techniques with Alfredo Canziani's 1-2 hour program. Learn about beam search, alignment, evaluation, and tackle case studies like Nepali-English translation.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Free Online Course