Transfer Learning Courses and Certifications

Google DeepMind: Fine-Tune Your Model

Unleash the power of language models with fine-tuning. In this course, you will learn how to adjust a pre-trained model to a specific task.

• DataCamp
• 8 hours
• Self-Paced
• Free Trial Available

Derek Banas

Transfer Learning with TensorFlow - Live Coding and Explanation

Comprehensive live coding session on transfer learning with TensorFlow, covering model reuse, data processing, CNN architectures, and performance optimization techniques for efficient deep learning.

• YouTube
• 2 hours 23 minutes
• Self-Paced
• Free Video

RSA Conference

Transfer Learning - Repurposing ML Algorithms from Different Domains to Cloud Defense

Explore innovative ML applications in cybersecurity through transfer learning, leveraging algorithms from other domains to enhance cloud defense and tackle emerging threats.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

The Full Stack

Transfer Learning and Transformers - Full Stack Deep Learning - Spring 2021

Explore transfer learning's evolution from computer vision to NLP, diving into embeddings, language models, and the revolutionary Transformer architecture. Gain insights into various models and their applications.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Discover AI

Vision Transformer-Based Transfer Learning for Medical Image Classification 2023

Explore cutting-edge Vision Transformer technology for medical image classification, focusing on mammogram analysis and early breast cancer detection through advanced deep learning approaches.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Complete A.I. & Machine Learning, Data Science Bootcamp

30114 ratings at Udemy

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Udemy
• 1 day 20 hours
• Self-Paced
• Paid Course

Deep Learning for Computer Vision - Transfer Learning and Fine-Tuning; Intro to HuggingFace - Lecture 4

Master transfer learning and fine-tuning techniques for computer vision using CNNs, pooling layers, and HuggingFace tools through practical examples like handbags-shoes classification.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

BSidesLV

Static Detection of Novel Malware Using Transfer Learning with Deep Neural Networks

Explore innovative malware detection techniques using transfer learning and deep neural networks for enhanced cybersecurity and threat prevention.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

BSidesLV

Transfer Learning - Analyst-Sourcing Behavioral Classification

Explore advanced threat detection using AI and transfer learning techniques. Learn about active learning, data sharing, and improving phishing domain detection across organizations.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

Bureau of Economic Geology

Rapid Forecasting of Carbon Storage and Migration using Neural Operators and Transfer Learning

Leverage Fourier Neural Operators and Transfer Learning to predict CO2 migration in storage reservoirs efficiently, reducing computational time and data requirements for accurate analysis.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Deep Learning Across Label Confidence Distribution via Transfer Learning

Improve predictive power in noisy data systems using Filtered Transfer Learning (FTL). Learn to handle datasets with varying label confidence through hierarchical fine-tuning and iterative filtering.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Comparison and Transfer Between Tasks in Overparameterized Learning

Explore similarities and differences in classification and regression tasks for overparameterized linear models. Gain insights into task transfer and generalization in high-dimensional regimes.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

Microsoft AI: ML.NET Framework in C# - Transfer Learning for Image Classification

Aprende a entrenar modelos de aprendizaje profundo personalizados utilizando transferencia de aprendizaje, TensorFlow y ML.NET para clasificar imágenes de superficies de concreto.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

MIT HAN Lab

On-Device Training and Transfer Learning - Lecture 16

Explore system support for efficient on-device training, focusing on the Tiny Training Engine and its applications in resource-constrained environments.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Neural-Symbolic AI for Creativity, Generalization and Transfer Learning

Explore neural-symbolic AI's potential for enhanced transfer learning, generalization, and creativity in AI applications like personalized medicine and robotics.

• YouTube
• 43 minutes
• Self-Paced
• Free Video