Transfer Learning Courses and Certifications

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

231 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
• Paid Course

Coursera

Transfer Learning for NLP with TensorFlow Hub

181 ratings at Coursera

Learn to leverage pre-trained NLP models from TensorFlow Hub for text classification tasks. Fine-tune models on real-world data and visualize performance metrics using Tensorboard.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Practical Transfer Learning ( Deep Learning )in Python

111 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

Coursera

Fine-tune Multimodal Models with Transfer Learning

Master transformer-based multimodal AI systems integrating text and image processing with PyTorch/TensorFlow, implementing fusion mechanisms and advanced fine-tuning strategies.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Classify Images of Cats and Dogs using Transfer Learning

In this lab, you will learn how to classify images of cats and dogs by using transfer learning from a pre-trained network.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

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

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

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

HuggingFace

Transfer Learning in NLP and the Birth of the Transformers Library

Explore the origins of HuggingFace and Transformers library, delving into transfer learning in NLP, open-source models, and the impact of community-driven AI research and development.

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

Yannic Kilcher

Big Transfer - General Visual Representation Learning

Explore pre-trained ResNet for visual tasks, learning about large model pre-training and effective fine-tuning techniques for improved performance across diverse datasets.

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

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

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

Open Data Science

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

Explore effective transfer learning techniques for NLP, including parameter-efficient methods using sequence representations. Learn practical improvements for real-world tasks and discover the Enso library for benchmarking.

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

Nvidia

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

Simplify vision AI model creation using NVIDIA's Transfer Learning Toolkit and pre-trained models. Accelerate development with zero-coding tools, fine-tuning options, and optimization techniques for high-performance inference across various industries.

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