Transfer Learning Courses and Certifications

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

205 ratings at Coursera

Explore learning transfer strategies with UC Irvine's 3-week course. Learn to identify enablers and barriers, apply learning into practice, and improve training outcomes.

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

Practical Transfer Learning ( Deep Learning )in Python

102 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 transfer learning in a self-paced Google Cloud lab. Master TensorFlow and save computational resources.

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

Taskonomy - Disentangling Task Transfer Learning

Explore task transfer learning with University of Central Florida. Learn about transfer modeling, normalization, and task-specific networks in under an hour.

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

Transfer Learning for Images Using PyTorch: Essential Training

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

• LinkedIn Learning
• 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

TensorFlow

Transfer Learning and Transformer Models

Dive into natural language processing with TensorFlow's under 1-hour session, exploring encoding text, language modeling, transformers, and transfer learning with BERT.

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

Venelin Valkov

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

Learn to classify traffic sign images using a pre-trained ResNet model with Venelin Valkov's tutorial. Gain skills in data exploration, model creation, training, and evaluation in 1-2 hours.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Towards Extreme Multi-Task Scaling for Transfer Learning

Explore the ExT5 model's extreme multi-task scaling for transfer learning in NLP, with a focus on pre-training on 107 different tasks, in this short study by Yannic Kilcher.

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

DigitalSreeni

Introduction to Transfer Learning

Learn to adapt neural networks for specific applications using transfer learning in less than an hour with DigitalSreeni. Ideal for microscopy applications.

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

Nvidia

Accelerating Vision AI Applications Using NVIDIA Transfer Learning Toolkit and Pre-Trained Models

Learn to create vision AI models using NVIDIA's Transfer Learning Toolkit and pre-trained models in less than an hour. Ideal for developers seeking to speed up AI model training.

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

Open Data Science

Data Efficiency Through Transfer Learning - Eddie Du

Learn to apply transfer learning to real-world situations and solve business problems with this under-1-hour material from Open Data Science. Gain insights into hybrid instance-based transfer learning and differentially private aggregation approaches.

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

Open Data Science

Effective Transfer Learning for NLP - Madison May - ODSC East 2018

Explore transfer learning in NLP with Open Data Science. In less than an hour, learn efficient mechanisms for sequence representations and practical improvements on real-world tasks.

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

Open Data Science

Deep Learning and Transfer Learning for NLP

Join Open Data Science for a brief, insightful discussion with Dipanjan Sarkar, a leading data scientist, on the advancements in deep learning and transfer learning for NLP.

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

HuggingFace

Transfer Learning in NLP and the Birth of the Transformers Library

Learn about the creation of HuggingFace's Transformers library from co-founder Thomas Wolf. Understand the role of transfer learning in NLP in under an hour.

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