Transfer Learning Courses and Certifications

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

Simons Institute

Towards Understanding Transfer Learning with Applications to Medical Imaging

Explore transfer learning in deep learning applications, specifically in medical imaging, with this under 1-hour material from Simons Institute. Learn from Maithra Raghu of Cornell University & Google Brain.

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

Association for Computing Machinery (ACM)

Meta Transfer Learning for Early Success Prediction in MOOCs

Explore Meta Transfer Learning and its application in predicting MOOC success with ACM's under 1-hour material, covering deep learning, feature extraction, and data collection.

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

Association for Computing Machinery (ACM)

KDD2020 - Transfer Learning Joshi

Explore transfer learning with ACM's concise program. Learn about pre-training, BERT, span-based pre-training, and future trends like few-shot learning in under an hour.

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

Association for Computing Machinery (ACM)

Transfer Learning Larochelle

Dive into transfer learning with ACM's concise program. In under an hour, explore deep learning, few-shot learning, prototypical networks, and more with Hugo Larochelle.

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

Abhishek Thakur

An Introduction to Transfer Learning in NLP and HuggingFace

Learn about NLP breakthroughs, Transfer Learning, and Transformer architectures with Thomas Wolf, co-founder of HuggingFace. Explore open-source tools in a 1-2 hour workload.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Eran Feit

Transfer Learn in Weather Images

Learn to classify weather images using Python, TensorFlow, and Vgg19 model in this less than 1-hour tutorial by Eran Feit. Perfect for enhancing Python skills.

• YouTube
• 38 minutes
• On-Demand
• Free Online 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 Cloud Skills Boost
• 1 hour
• On-Demand
• Paid Course

Transfer Learning for NLP with TensorFlow Hub

169 ratings at Coursera

Master transfer learning for NLP using TensorFlow and TF Hub with this hands-on project by Coursera. Fine-tune models, build text classifiers, and visualize performance metrics.

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

Classification with Transfer Learning in Keras

155 ratings at Coursera

Learn to create and train a Convolutional Neural Network using the MobileNet model in this 1.5-hour project-based course by Coursera Project Network. Ideal for those familiar with Python, Neural Networks, and CNNs.

• Coursera
• 1 hour 33 minutes
• On-Demand
• Paid Course

Neural Style Transfer with TensorFlow

111 ratings at Coursera

Learn the basics of Neural Style Transfer with TensorFlow in this 2-hour project-based course by Coursera. Create models, compute costs, and optimize images in a pre-configured cloud desktop.

• Coursera
• 1 hour 58 minutes
• On-Demand
• Paid Course

Transfer Learning for Food Classification

65 ratings at Coursera

Learn to predict food types using deep learning and transfer learning in a 2-hour project-based course. Enhance your understanding of CNNs and improve model performance.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Amazon;  Amazon Web Services;  Facebook Microcredential

Deep Learning

14 reviews

Master deep learning tools with Amazon's 17-week course. Learn to solve complex problems, design neural networks, and build generative adversarial networks. 10 hours/week.

• Udacity
• 4 months
• On-Demand
• Paid Course

Domain Adaptation with Invariant Representation Learning - What Transformations to Learn?

Stanford University offers a short, intensive study on domain adaptation and invariant representation learning, led by Petar Stojanov. The program includes interactive discussions and Q&A sessions.

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