Transfer Learning Courses and Certifications

Divide and Conquer - Concept-based Models for Efficient Transfer Learning

Exploring concept-based interpretable AI models for efficient transfer learning in healthcare, focusing on generalizability and minimal data requirements for domain adaptation in medical imaging.

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

Introduction to Learning Transfer and Life Long Learning (3L)

219 ratings at Coursera

Discover techniques to enhance learning transfer in organizations, identify enablers and barriers, and apply knowledge effectively on the job for improved training outcomes and professional development.

• Coursera
• 6 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Practical Transfer Learning ( Deep Learning )in Python

106 ratings at Udemy

Don't Be Hero - Next Frontier in Deep Learning Image Classification and Object Detection Problems solution - Keras

• Udemy
• 5 hours 46 minutes
• On-Demand
• Paid Course

Classify Images of Cats and Dogs using Transfer Learning

Learn to classify cat and dog images using TensorFlow's transfer learning, a quick and efficient deep learning technique for image recognition tasks.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Taskonomy - Disentangling Task Transfer Learning

Explore task transfer learning, higher-order transfers, and task-specific networks. Discover global taxonomies, evaluate computed structures, and assess generalization to novel tasks.

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

Transfer Learning for Images Using PyTorch: Essential Training

57 ratings at LinkedIn Learning

Discover how to implement transfer learning using PyTorch, the popular machine learning framework.

• LinkedIn Learning
• 59 minutes
• On-Demand
• Free Trial Available

Expediting Deep Learning with Transfer Learning: PyTorch Playbook

This course covers the important design choices that a data professional must make while leveraging pre-trained models using Transfer Learning. It also covers the implementation aspects of different Transfer Learning approaches in PyTorch.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

DigitalSreeni

Introduction to Transfer Learning

Explore transfer learning to adapt pre-trained networks for microscopy applications, enhancing accuracy with limited labeled data and reducing training time.

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

Simons Institute

Towards Understanding Transfer Learning with Applications to Medical Imaging

Explore transfer learning in medical imaging, focusing on deep learning applications, performance evaluation, and feature similarity analysis using CCA. Insights on ImageNet models and chest X-rays included.

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

Abhishek Thakur

An Introduction to Transfer Learning in NLP and HuggingFace

Explore breakthroughs in NLP through transfer learning and Transformers. Discover HuggingFace's open-source tools for democratizing NLP research and development.

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

Yannic Kilcher

Towards Extreme Multi-Task Scaling for Transfer Learning

Explores ExT5, an advanced NLP model pre-trained on 107 diverse tasks. Analyzes multi-task scaling benefits, task co-training effects, and demonstrates ExT5's superior performance across various NLP benchmarks.

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

Venelin Valkov

Transfer Learning for Image Classification with PyTorch & Python Tutorial - Traffic Sign Recognition

Learn to classify traffic signs using transfer learning with PyTorch. Explore data, build datasets, train a pre-trained ResNet model, evaluate performance, and make predictions on new images.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Data Science Dojo

Crash Course on Transfer Learning

Explore transfer learning in deep learning models, including its concept, applications, benefits, and methods. Learn how models leverage prior knowledge for improved performance and efficiency.

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

Association for Computing Machinery (ACM)

Meta Transfer Learning for Early Success Prediction in MOOCs

Explore innovative deep learning techniques for predicting student success in MOOCs, focusing on meta transfer learning and attention layers to enhance early intervention strategies.

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

TensorFlow

Transfer Learning and Transformer Models

Explore natural language processing's evolution, focusing on Transformer architecture, language modeling, and BERT's impact on transfer learning in this comprehensive tech talk.

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