Convolutional Networks Courses and Certifications

Fast Motion-Resolved 4D MRI Using Convolutional Networks Without Data Consistency

Explore cutting-edge techniques for rapid 4D MRI reconstruction using convolutional networks, focusing on motion-resolved imaging without data consistency constraints.

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

Introduction to Deep Learning

24 ratings

Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.

• YouTube
• 2 days 7 hours 16 minutes
• Self-Paced
• Free Video

Convolutional Neural Networks

8 ratings

Explore computer vision applications, build CNNs, and apply them to visual tasks. Learn advanced techniques like residual networks and neural style transfer for image and video processing.

• Coursera
• 1 day 11 hours 43 minutes
• Self-Paced
• Paid Course

Deep Learning: Convolutional Neural Networks in Python

6846 ratings at Udemy

Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

• Udemy
• 13 hours 54 minutes
• Self-Paced
• Paid Course

Amazon;  Amazon Web Services;  Facebook Career Certificate

Deep Learning

14 ratings

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
• 61 hours
• Self-Paced
• Paid Course

Convolutional Neural Networks for Visual Recognition

7 ratings

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours
• Self-Paced
• Free Video

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Coursera
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning: Convolutional Neural Networks with TensorFlow

Unlock the potential of deep learning by mastering Convolutional Neural Networks and Transfer Learning with hands-on TensorFlow and Keras experience for image and text classification.

• Coursera
• 5 hours 14 minutes
• Self-Paced
• Paid Course

Convolutional Neural Networks with TensorFlow in Python

481 ratings at Udemy

Advanced neural networks: Master Computer Vision with Convolutional Neural Networks (CNN) and Deep Learning

• Udemy
• 4 hours 43 minutes
• Self-Paced
• Paid Course

Career Certificate

Deep Learning

147157 ratings at Coursera

Master neural networks, deep learning techniques, and their real-world applications. Build and optimize various architectures using Python and TensorFlow to tackle cutting-edge AI challenges in multiple domains.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Building Convolutional Neural Networks for Computer Vision

Master CNNs for computer vision—build models from scratch, apply transfer learning, explore autoencoders, object detection, and semantic segmentation using PyTorch.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Classify Images with TensorFlow Convolutional Neural Networks

In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

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
• 21 hours
• Self-Paced
• Paid Course

Convolutional Neural Networks in TensorFlow

8223 ratings at Coursera

Explore advanced ConvNet techniques for image classification, including data augmentation, transfer learning, and multiclass categorization using TensorFlow's high-level APIs.

• Coursera
• 16 hours 17 minutes
• Self-Paced
• Paid Course

Brandon Rohrer

How Convolutional Neural Networks Work

1 rating

Explore the inner workings of Convolutional Neural Networks, from basic concepts to advanced techniques, in this comprehensive guided tour of deep learning architecture.

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