Keras Courses and Certifications

TensorFlow

Keras Preprocessing Layers

Learn to streamline model development workflows with Keras Preprocessing Layers in less than an hour with TensorFlow's Matthew Watson.

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

Facial Expression Recognition with Keras

949 ratings at Coursera

Learn to build and train a CNN in Keras to recognize facial expressions with Coursera Project Network's 2-hour project-based course. Includes real-time recognition on video and image data.

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

Image Classification with CNNs using Keras

547 ratings at Coursera

Learn to create and train a Convolutional Neural Network (CNN) for image classification using Keras and TensorFlow in this 1-hour project-based course by Coursera. Python and CNN knowledge required.

• Coursera
• 1 hour 43 minutes
• On-Demand
• Paid Course

Image Data Augmentation with Keras

448 ratings at Coursera

Learn to apply image data augmentation using Keras in this 1.5-hour project-based course by Coursera Project Network. Ideal for those with Python, CNNs, and Keras experience.

• Coursera
• 1 hour 25 minutes
• On-Demand
• Paid Course

Traffic Sign Classification Using Deep Learning in Python/Keras

375 ratings at Coursera

Learn to classify traffic signs using Convolutional Neural Networks (CNNs) in Python/Keras with Coursera Project Network's 1-hour course. Improve network performance and assess CNN's efficiency.

• Coursera
• 1 hour 50 minutes
• On-Demand
• Paid Course

Image Super Resolution Using Autoencoders in Keras

338 ratings at Coursera

Learn to enhance image quality using Autoencoders in Keras with Coursera's 1.5-hour project. Includes access to a pre-configured cloud desktop with necessary software.

• Coursera
• 1-2 hours
• On-Demand
• Paid Course

Image Denoising Using AutoEncoders in Keras and Python

275 ratings at Coursera

Learn to build Autoencoders using Keras and Python for image denoising in this 1-hour project-based course offered by Coursera Project Network. Ideal for North America-based learners.

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

Classify Radio Signals from Space using Keras

255 ratings at Coursera

Learn to use Keras with TensorFlow for image classification in this 1-hour project-based course by Coursera. Build a neural network to classify deep space radio signals.

• Coursera
• 1-2 hours
• On-Demand
• Paid Course

Generate Synthetic Images with DCGANs in Keras

249 ratings at Coursera

Learn to build and train a Deep Convolutional GAN with Keras to generate fashionable clothes images in this hands-on project by Coursera Project Network.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Named Entity Recognition using LSTMs with Keras

172 ratings at Coursera

Learn to build and train a bidirectional LSTM neural network model using Keras API with TensorFlow in this 1-hour project-based course by Coursera. Ideal for North American learners.

• Coursera
• 1-2 hours
• On-Demand
• Paid Course

Understanding Deepfakes with Keras

159 ratings at Coursera

Learn to implement and train DCGAN to generate realistic synthetic images in this 2-hour project-based course by Coursera. Requires knowledge of Neural Networks and Python.

• Coursera
• 1 hour 40 minutes
• On-Demand
• Paid Course

Convolutions for Text Classification with Keras

126 ratings at Coursera

Learn to apply word embeddings for text classification, use 1D convolutions in NLP, and perform binary text classification using deep learning with Coursera Project Network.

• Coursera
• 1-2 hours
• On-Demand
• Paid Course

Siamese Network with Triplet Loss in Keras

110 ratings at Coursera

Learn to implement a Triplet Loss function and create a Siamese Network in a 2-hour project-based course on Coursera. Ideal for those familiar with Python, Keras, and Neural Networks.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Build Multilayer Perceptron Models with Keras

99 ratings at Coursera

Learn to build and train a multilayer perceptron model using Keras and TensorFlow with Coursera Project Network. Classify Reuters newswires into 46 topics in this 45-minute course.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Create Custom Layers in Keras

99 ratings at Coursera

Learn to create custom layers in Keras with Coursera's 1-hour project-based course. Develop a simplified Parametric ReLU layer and solve a multi-class classification problem. Python, neural networks, and Keras knowledge required.

• Coursera
• 1 hour 50 minutes
• On-Demand
• Paid Course