Transfer Learning Courses and Certifications

Amazon;  Amazon Web Services;  Facebook Microcredential

Deep Learning

14 reviews

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

• Udacity
• 3 months 19 hours 36 minutes
• On-Demand
• Paid Course

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

Explore domain adaptation in machine learning, focusing on invariant representation learning and its challenges. Learn about novel techniques for optimal feature mapping across domains.

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

Hacking AI - Security & Privacy of Machine Learning Models

Explore adversarial machine learning with Prof. Dan Boneh, examining security challenges in AI models, defenses against attacks, and the balance between accuracy and privacy in ML systems.

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

Analyzing and Exposing Vulnerabilities in Language Models - Session 131

Delve into advanced research on language model vulnerabilities, exploring novel adversarial attack methods and gender bias analysis while discovering practical approaches to enhance AI trustworthiness and fairness.

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

Convolutional Neural Networks

Learn to build and apply Convolutional Neural Networks for image processing, including classification, object detection, and segmentation. Explore key architectures, transfer learning, and autoencoders for practical applications.

• Udacity
• 4 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Small Datasets in Machine Learning

Explore techniques for leveraging small datasets in machine learning, including transfer learning and synthetic data generation, to build powerful models and solve real-world problems.

• Udacity
• 2 weeks, 3-4 hours a week
• On-Demand
• Paid Course

Structuring Machine Learning Projects

6 reviews

Learn to structure and optimize machine learning projects, diagnose errors, and make strategic decisions as an ML project leader to improve system performance and efficiency.

• Coursera
• 6 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Customising your models with TensorFlow 2

188 ratings at Coursera

Deepen TensorFlow skills to create custom deep learning models. Learn advanced APIs, complex architectures, and flexible data workflows. Develop a neural translation model in the capstone project.

• Coursera
• 1 day 3 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning

1 review

Explore neural networks, CNNs, RNNs, transformers, generative models, and advanced techniques in this comprehensive introduction to deep learning for aspiring ML engineers and data scientists.

• Coursera
• 2 days 9 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing on Google Cloud

525 ratings at Coursera

Explore NLP on Google Cloud: from APIs to advanced models. Learn AutoML, custom training, and end-to-end workflows using Vertex AI and TensorFlow. Covers text representation, neural networks, and state-of-the-art techniques.

• Coursera
• 13 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning and Reinforcement Learning

218 ratings at Coursera

Explore neural networks, deep learning architectures, and reinforcement learning. Gain hands-on practice with Keras, CNNs, transfer learning, RNNs, autoencoders, and generative models for AI applications.

• Coursera
• 1 day 7 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

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

24394 ratings at Udemy

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

• Udemy
• 1 day 19 hours 56 minutes
• On-Demand
• Paid Course

Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

6454 ratings at Udemy

VGG, ResNet, Inception, SSD, RetinaNet, Neural Style Transfer, GANs +More in Tensorflow, Keras, and Python

• Udemy
• 16 hours 12 minutes
• On-Demand
• Paid Course

A deep understanding of deep learning (with Python intro)

4510 ratings at Udemy

Master deep learning in PyTorch using an experimental scientific approach, with lots of examples and practice problems.

• Udemy
• 2 days 9 hours 20 minutes
• On-Demand
• Paid Course

PyTorch for Deep Learning Bootcamp

3806 ratings at Udemy

Learn PyTorch. Become a Deep Learning Engineer. Get Hired.

• Udemy
• 2 days 4 hours 14 minutes
• On-Demand
• Paid Course