Convolutional Neural Networks (CNN) Courses and Certifications

DeepLearning.AI;  Stanford

Convolutional Neural Networks

8 reviews

DeepLearning.AI's 4-week course on Convolutional Neural Networks. Learn to build networks, apply them to visual detection tasks, and use neural style transfer to generate art.

• Coursera
• 1 day 11 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Convolutional Neural Networks in TensorFlow

8071 ratings at Coursera

DeepLearning.AI offers a 4-week course on using TensorFlow for building scalable AI-powered algorithms, with a focus on improving computer vision models and preventing overfitting.

• Coursera
• 16 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning: Convolutional Neural Networks in Python

5793 ratings at Udemy

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

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

Convolutional Neural Networks in Python: CNN Computer Vision

1328 ratings at Udemy

Python for Computer Vision & Image Recognition - Deep Learning Convolutional Neural Network (CNN) - Keras & TensorFlow 2

• Udemy
• 7 hours 46 minutes
• On-Demand
• Paid Course

Modern Deep Convolutional Neural Networks with PyTorch

98 ratings at Udemy

Image Recognition with Convolutional Neural Networks. Advanced techniques for Deep Learning and Representation learning

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Deep Learning: Convolutional Neural Networks for developers

41 ratings at Udemy

This course will teach you Deep learning focusing on Convolution Neural Networks architectures

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Brandon Rohrer

How Convolutional Neural Networks Work

1 review

Explore Convolutional Neural Networks in under an hour with Brandon Rohrer. Learn filtering, pooling, normalization, back propagation, and more.

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

Neural Networks and Convolutional Neural Networks Essential Training

189 ratings at LinkedIn Learning

Take a deep dive into neural networks and convolutional neural networks, two key concepts in the area of machine learning.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Literacy Essentials : Core Concepts Convolutional Neural Network

17 ratings at Pluralsight

This course will teach you the fundamental concepts required to understand how convolutional neural networks work.

• Pluralsight
• 1 hour 7 minutes
• On-Demand
• Free Trial Available

Data Science Dojo

Introduction to Convolutional Neural Networks with TensorFlow

Learn to classify images using Convolutional Neural Networks (CNNs) with TensorFlow in this 1-2 hour material from Data Science Dojo. Build your own CNN model by the end.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

James Briggs

Convolutional Neural Nets Explained and Implemented in Python - PyTorch

Learn to implement Convolutional Neural Networks (CNNs) for computer vision tasks using Python and PyTorch in under an hour with James Briggs.

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

Pysource

Train Mask R-CNN for Image Segmentation

Learn to train the Mask R-CNN detector for image segmentation using a free online GPU with Pysource. Understand object identification and polygon drawing in under an hour.

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

Serrano.Academy

A Friendly Introduction to Convolutional Neural Networks and Image Recognition

Learn image recognition with Convolutional Neural Networks in less than an hour with Serrano.Academy. No advanced math required.

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

Alexander Amini;  MIT

Convolutional Neural Networks

Explore Convolutional Neural Networks for computer vision with MIT's Alexander Amini. Learn about feature extraction, spatial structure, and applications in healthcare and autonomous navigation.

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

Aladdin Persson

EfficientNet Paper Walkthrough

Explore EfficientNet with Aladdin Persson in under an hour. Dive into model scaling, stochastic depth, and gain intuitive understanding of the method and results.

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